publications
publications by categories in reversed chronological order. generated by jekyll-scholar.
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Showing … publications
2027
- DGC-Net: A Depth-Geometric Conditioning Network for Projection-Supervised OCTA SegmentationIn Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV), 2027
- P-IBISA: Logit-Free Visual Explanations via Pairwise Embedding AlignmentIn Proceedings of the IEEE Workshop on Applications of Computer Vision (WACV), 2027
2026
- A sparse model for ordinal regressionElectronics (section: Artificial Intelligence) (MDPI), 2026
- Vision Transformers for Preoperative CT-Based Prediction of Histopathologic Chemotherapy Response Score in High-Grade Serous Ovarian CarcinomaInternational Journal of Computer Assisted Radiology and Surgery, 2026
- Depth Enhanced Cascaded Framework for OCTA Segmentation with Structure- and Connectivity-Aware LossesIEEE Open Journal of Signal Processing, 2026
- Automatic Prediction and Evaluation of Aesthetic Outcomes in Plastic and Oncological Surgery: A Systematic ReviewArchives of Computational Methods in Engineering (Springer), 2026
- Information bottleneck for attribution applied to object detectionIEEE Transactions on Artificial Intelligence (TAI), 2026
- Evaluating 2D vs. 3D Representations and Regions of Interest for MRI-Based Breast Cancer CharacterizationIn Proceedings of the Workshop Machine Learning and Artificial Intelligence in Bioinformatics and Medical Informatics in the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2026
- K-CLUE: A Segmentation-to-Clustering Framework for Ki67 Cell TypingIn Proceedings of the Workshop on Biomarker-Driven Medical Vision Intelligence (BD-MedVis) in the 37th British Machine Vision Conference (BMVC), 2026
- Object Detection as a Differentiable Interpretability BottleneckIn Proceedings of the International Conference on Artificial Intelligence (EPIA), 2026
- Explaining Visual-Language Foundation Models for Histopathology: a Patch-Level ApproachIn Proceedings of the IEEE International Symposium on Computer Based Medical Systems (CBMS), 2026
- Understanding Chest X-ray Vision Representations with DeViLIn Proceedings of the IEEE International Symposium on Computer Based Medical Systems (CBMS), 2026
- From Biological Priors to Architectural Constraints: Deep Multitask Learning for MRI-based Breast Cancer Biomarker PredictionIn Proceedings of the 48th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2026
- From Post-Hoc to Integrated Calibration: Bilevel Training with Doubly Kernelized ECEIn Proceedings of International Conference on Pattern Recognition (ICPR), 2026
- A Constrained DBSCAN Algorithm for Insect Facility Location under Data-Scarce ConditionsIn Proceedings of the International Conference on Optimization, Learning Algorithms and Applications (OLA2), 2026
- Personalized Cell Segmentation: Benchmark and Framework for Reference-Guided Cell Type SegmentationIn Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026
- Spiking Neural Networks for Ordinal RegressionIn Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026
- Knowledge Distillation for Lightweight Models in Wildfire SegmentationIn Proceedings of the International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2026
- Segmentation-Based Image Manipulation for Interactive Counterfactual Explanations in Medical Image AnalysisIn Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), 2026
- Preserving Ordinality in Diabetic Retinopathy Grading through a Distribution-Based Loss FunctionIn Proceedings of the Northern Lights Deep Learning Conference (NLDL), 2026
2025
- A Literature Review on Example-Based Explanations in Medical Image AnalysisJournal of Healthcare Informatics Research (Springer), 2025
- CBVLM: Training-free Explainable Concept-based Large Vision Language Models for Medical Image ClassificationComputers in Biology and Medicine (Elsevier), 2025
- End-to-end Occluded Person Re-Identification with Artificial Occlusion GenerationIEEE Access, 2025
- BreLoAI - A Scalable Web Application for Breast Cancer Locoregional Treatment ApproachesCureus Journal Of Computer Science, 2025
- Leveraging Cold Diffusion for the Decomposition of Identically Distributed Superimposed ImagesIEEE Open Journal of Signal Processing, 2025
- H&E to IHC virtual staining methods in breast cancer: an overview and benchmarkingnpj Digital Medicine (Nature), 2025
- Neonatal EEG classification using a compact support separable kernel time-frequency distribution and attention-based CNNBiomedical Signal Processing and Control (Elsevier), 2025
- Bridging Domain Gaps in Computational Pathology: A Comparative Study of Adaptation StrategiesMDPI Sensors, 2025
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- Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic DataInformation Fusion (Elsevier), 2025
- Unimodal Distributions for Ordinal RegressionIEEE Transactions on Artificial Intelligence (TAI), 2025
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- A Survey on Cell Nuclei Instance Segmentation and Classification: Leveraging Context and AttentionMedical Image Analysis (Elsevier), 2025
- Fusion Strategies for Breast Cancer Characterization Using Traditional and Deep Learning ModelsIn Proceedings of the 25th IEEE International Conference on BioInformatics and BioEngineering (BIBE), 2025
- CountPath: Automating Fragment Counting in Digital PathologyIn Proceedings of the EEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2025
- Towards Robust Breast Segmentation: Leveraging Depth Awareness and Convexity Optimization For Tackling Data ScarcityIn Proceedings of the 2nd Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care (in MICCAI), 2025
- Towards Utilizing Robust Radiance Fields For 3D Reconstruction of Breast AestheticsIn Proceedings of the 2nd Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care (in MICCAI), 2025
- Predicting Aesthetic Outcomes of Breast Cancer Surgery: A Robust and Explainable Image Retrieval ApproachIn Proceedings of the 2nd Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care (in MICCAI), 2025
- SiameseOrdinalCLIP: A Language-Guided Siamese Network for the Aesthetic Evaluation of Breast Cancer Locoregional TreatmentIn Proceedings of the 2nd Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care (in MICCAI), 2025
- Anatomically and Clinically Informed Deep Generative Model for Breast Surgery Outcome PredictionIn Proceedings of the 2nd Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care (in MICCAI), 2025
- Disentanglement and Assessment of Shortcuts on Ophthalmological Retinal Imaging ExamsIn Proceedings of the Fairness of AI in Medical Imaging Workshop (FAIMI) (in MICCAI), 2025
- GANs vs. Diffusion Models for virtual staining with the HER2match datasetIn Proceedings of the 5th Deep Generative Models Workshop (DGM4MICCAI)(in MICCAI), 2025
- Leveraging Adversarial Learning for Pathological Fidelity in Virtual StainingIn Proceedings of the 5th Deep Generative Models Workshop (DGM4MICCAI)(in MICCAI), 2025
- Intrinsically-Interpretable Siamese Networks for Identity RecognitionIn Proceedings of the 1st Workshop on Computer Vision for Biometrics, Identity and Behaviour (CV4BIOM), as part of the ICCV conference, 2025
- Towards an Explainable Retrieval Approach for Predicting Post-Surgical Aesthetic Outcomes in Breast CancerIn Proceedings of the IEEE 8th Portuguese Meeting on Bioengineering (ENBENG), 2025
- Deciphering the Silent Signals: Unveiling Frequency Importance for Wi-Fi-Based Human Pose Estimation with ExplainabilityIn Proceedings of the Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2025
- Beyond Accuracy: The Role of Calibration in Computational PathologyIn Proceedings of Robust AI in Healthcare Workshop in the International Joint Conference on Neural Networks (IJCNN), 2025
- Conditional Generative Adversarial Network for Predicting the Aesthetic Outcomes of Breast Cancer TreatmentIn Proceedings of the 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025
- Understanding the Impact of Client Heterogeneity on Ordinal Classification in Federated Medical Image AnalysisIn Proceedings of the Medical Imaging with Deep Learning conference (MIDL), 2025
- Enhancing Forensic Pathology: AI and Computational Histology in Coronary Autopsy Analysis2025
2024
- Unmasking Biases and Navigating Pitfalls in the Ophthalmic Artificial Intelligence Lifecycle: A Narrative ReviewPLOS Digital Health, 2024
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- Anonymizing medical case-based explanations through disentanglementMedical Image Analysis (Elsevier), 2024
- Weather and Meteorological Optical Range Classification for Autonomous DrivingIEEE Transactions on Intelligent Vehicles, 2024
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- An interpretable machine learning system for colorectal cancer diagnosis from pathology slidesnpj Precision Oncology (Nature), 2024
- CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and countingMedical Image Analysis (Elsevier), 2024
- Phasing segmented telescopes via deep learning methods: application to a deployable CubeSatJOSA A, 2024
- Explaining bounding boxes in deep object detectors using post-hoc methods for autonomous driving systemsMDPI Sensors, 2024
- Classification of pulmonary nodules in 2-[18F]FDG PET/CT images with a 3D convolutional neural networkNuclear Medicine and Molecular Imaging (Springer), 2024
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- Classification of Keratitis from Eye Corneal Photographs using Deep LearningIn Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (IEEE BIBM), 2024
- A Disentangled Approach to Predict the Aesthetic Outcomes of Breast Cancer TreatmentIn Proceedings of the Advances in Image Manipulation (AIM) Workshop and challenges at ECCV, 2024
- MST-KD: Multiple Specialized Teachers Knowledge Distillation for Fair Face RecognitionIn Proceedings of the 7th Workshop and Competition on Affective Behavior Analysis in-the-wild (ABAW) at ECCV, 2024
- Evaluating the Impact of Pulse Oximetry Bias in Machine Learning under Counterfactual ThinkingIn Proceedings of the Third Workshop on Applications of Medical Artificial Intelligence (AMAI)(in MICCAI 2024), 2024
- Endpoint Detection in Breast Images for Automatic Classification of Breast Cancer Aesthetic ResultsIn Proceedings of the Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care (in MICCAI 2024), 2024
- Predicting Aesthetic Outcomes in Breast Cancer Surgery: A Multimodal Retrieval ApproachIn Proceedings of the Deep Breast Workshop on AI and Imaging for Diagnostic and Treatment Challenges in Breast Care (in MICCAI 2024), 2024
- 2nd Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic DataIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024
- Parameter-Efficient Generation of Natural Language Explanations for Chest X-ray ClassificationIn Proceedings of the Medical Imaging with Deep Learning conference (MIDL), 2024
- Reproducing Asymmetries Caused by Breast Cancer Treatment in Pre-Operative Breast ImagesIn Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), 2024
- On the Suitability of B-cos Networks for the Medical DomainIn Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), 2024
- Deep Learning-based Prediction of Breast Cancer Tumor and Immune Phenotypes from HistopathologyIn Proceedings of the Imageomics Workshop at the 38th Annual AAAI Conference on Artificial Intelligence (AAAI), 2024
- Dissecting the Impact of Data Augmentation on Whole Slide Image Classification2024
- A machine learning system for keratitis diagnosis from cornea images2024
- Thermometry Bias in Critical Care and Impact in Downstream Machine Learning Tasks2024
- Deep Learning-based Non-Invasive Molecular Profiling of Brain Metastases from MR Imaging2024
- Weakly Supervised Domain Adaptation for Robust Colorectal Pathology Classification2024
- Prediction of Knee Osteoarthritis using MRI-based Radiomic Features of the Subchondral Bone and Infrapatellar Fat Pad2024
- Trustworthy AI in Medical Imaging2024
- Trustworthy AI in Medical Imaging2024
2023
- Evaluating the ability of an artificial-intelligence cloud-based platform designed to provide information prior to locoregional therapy for breast cancer in improving patient’s satisfaction with therapy: The CINDERELLA trialPLOS ONE, 2023
- Unveiling the Performance of Video Anomaly Detection Models - a Benchmark-based ReviewIntelligent Systems with Applications (Elsevier), 2023
- A simple machine learning-based framework for faster multi-scale simulations of path-independent materials at large strainsFinite Elements in Analysis & Design (Elsevier), 2023
- Deep Edge Detection Methods for the Automatic Calculation of the Breast ContourBioengineering (MDPI), 2023
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- A CAD system for automatic dysplasia grading on H&E cervical whole-slide imagesScientific Reports (Nature), 2023
- Annotating for Artificial Intelligence applications in Digital Pathology: a practical guide for pathologists and researchersModern Pathology (Elsevier), 2023
- Rethinking Low-Cost Microscopy Workflow: Image Enhancement using Deep Based Extended Depth of Field MethodsIntelligent Systems with Applications (Elsevier), 2023
- Symmetry-based Regularization in Deep Breast Cancer ScreeningMedical Image Analysis (Elsevier), 2023
- Evaluation of Vectra XT 3D surface imaging technology in measuring breast symmetry and breast volumeAesthetic Plastic Surgery (Springer), 2023
- Active Supervision: Human in the LoopIn Proceedings of the 26th Iberoamerican Congress on Pattern Recognition (CIARP), 2023
- YOLOMM - You Only Look Once for Multi-modal Multi-taskingIn Proceedings of the 26th Iberoamerican Congress on Pattern Recognition (CIARP), 2023
- Multimodal Context-Aware Detection of Glioma Biomarkers using MRI and WSIIn Proceedings of the 4th International Workshop on Multiscale Multimodal Medical Imaging (MMMI), 2023
- Compressed Models Decompress Race Biases: What Quantized Models Forget for Fair Face RecognitionIn Proceedings of the 22th International Conference of the Biometrics Special Interest Group (BIOSIG), 2023
- Detecting Concepts and Generating Captions from Medical Images: Contributions of the VCMI Team to ImageCLEFmedical Caption 2023In Proceedings of the Multimedia Retrieval Challenge in CLEF (ImageCLEF), 2023
- Unveiling the Two-Faced Truth: Disentangling Morphed Identities for Face Morphing DetectionIn Proceedings of the 31st European Signal Processing Conference (EUSIPCO), 2023
- Shining Light on Dark Skin: Pulse Oximetry Correction ModelsIn Proceedings of the IEEE 7th Portuguese Meeting on Bioengineering (ENBENG), 2023
- OCT Image Synthesis through Deep Generative ModelsIn Proceedings of the IEEE International Symposium on Computer Based Medical Systems (CBMS), 2023
- Evaluating the Performance of Explanation Methods on Ordinal Regression CNN ModelsIn Proceedings of the International Work-Conference on Artificial Neural Networks (IWANN), 2023
- PIC-Score: Probabilistic Interpretable Comparison Score for Optimal Matching Confidence in Single- and Multi-Biometric Face RecognitionIn Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023
- Deep Learning Strategies for Rare Drug Mechanism of Action PredictionIn Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2023
- Transformer-based Multi-Prototype Approach for Diabetic Macular Edema Analysis in Oct ImagesIn Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023
- Deep Minutiae Fingerprint Extraction Using Equivariance PriorsIn Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS), 2023
- CINDERELLA Clinical Trial (NCT05196269): using artificial intelligence-driven healthcare to enhance breast cancer locoregional treatment decisions2023
- CINDERELLA Trial: validation of an artificial-intelligence cloud-based platform to improve the shared decision-making process and outcomes in breast cancer patients proposed for locoregional treatment2023
- MRI-Based Radiomics for Assessment of the Infrapatellar Fat Pad’s Influence on Patellofemoral Pain2023
- Automatic detection and counting of pathological specimens with a rejection option2023
- To err or to say ’I don’t know’? A study on the usage of efficient mixed supervision with a rejection option to diagnose colorectal lesions on WSI2023
- Multimodal Identification of Brain Tumor Biomarkers using a Deep Fusion Strategy from MRI and Digital Pathology exams2023
2022
- Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data2022
- Computer-aided Diagnosis through Medical Image Retrieval in RadiologyScientific Reports (Nature), 2022
- Deep Anomaly Detection for In-Vehicle Monitoring - An Application-Oriented ReviewApplied Sciences (MDPI), 2022
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- A survey on attention mechanisms for medical applications: are we moving towards better algorithms?Access (IEEE), 2022
- Beyond Masks: On the Generalization of Masked Face Recognition Models to Occluded Face RecognitionAccess (IEEE), 2022
- Electrocardiogram Lead Conversion from Single-Lead Blindly-Segmented SignalsBMC Medical Informatics and Decision Making, 2022
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- iMIL4PATH: a semi-supervised interpretable approach for colorectal whole-slide imagesCancers (MDPI), 2022
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- Privacy-preserving Case-based Explanations: Enabling visual interpretability by protecting privacyIEEE Access, 2022
- Tackling unsupervised multi-source domain adaptation with optimism and consistencyExpert Systems With Applications (Elsevier), 2022
- Lesion Volume Quantification using two Convolutional Neural Networks in MRIs of Multiple Sclerosis PatientsDiagnostics (MDPI), 2022
- Disentangled Representation Learning for Privacy-Preserving Case-Based ExplanationsIn Proceedings of the Medical Applications with Disentanglements (MAD) Workshop, as part of the MICCAI conference, 2022
- OrthoMAD: Morphing Attack Detection Through Orthogonal Identity DisentanglementIn Proceedings of the 21th International Conference of the Biometrics Special Interest Group (BIOSIG), 2022
- SYN-MAD 2022: Competition on Face Morphing Attack Detection Based on Privacy-aware Synthetic Training DataIn Proceedings of the International Joint Conference on Biometrics (IJCB), 2022
- IJCB OCFR 2022: Competition on Occluded Face Recognition From Synthetically Generated Structure-Aware OcclusionsIn Proceedings of the International Joint Conference on Biometrics (IJCB), 2022
- Quality control in digital pathology: automatic fragment detection and countingIn Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2022
- Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and TransformationIn Proceedings of the Medical Imaging with Deep Learning (MIDL), 2022
- From Captions to Explanations: A Multimodal Transformer-based Architecture for Natural Language Explanation GenerationIn Proceedings of the Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2022
- Increased Robustness in Chest X-ray Classification through Clinical Report-driven regularizationIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2022
- Deep Aesthetic Assessment and Retrieval of Breast Cancer Treatment OutcomesIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2022
- Myope Models - Are face presentation attack detection models short-sighted?In Proceedings of the Workshop on Explainable & Interpretable Artificial Intelligence for Biometrics at WACV, 2022
- Streamlining Action Recognition in Autonomous Shared Vehicles with an Audiovisual Cascade StrategyIn Proceedings of the International Conference on Computer Vision Theory and Applications (VISAPP), 2022
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- Computer-aided tool for CRC diagnosis: from the AI model to the clinical software prototype2022
- Quality checkpoint in pathology specimens handling: an AI system to automate fragment detection and count2022
2021
- Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data2021
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- AUTOMOTIVE: A case study on AUTOmatic multiMOdal drowsiness detecTIon for smart VEhiclesIEEE Access, 2021
- Privacy-Preserving Generative Adversarial Network for Case-Based Explainability in Medical Image AnalysisIEEE Access, 2021
- DeSIRe: Deep Signer-Invariant Representations for Sign Language RecognitionIEEE Transactions on Systems, Man and Cybernetics: Systems, 2021
- CAD Systems for Colorectal Cancer from WSI are still not ready for clinical acceptanceScientific Reports (Nature), 2021
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- An Exploratory Study of Interpretability for Face Presentation Attack DetectionIET Biometrics, 2021
- Epistemic and Heteroscedastic Uncertainty Estimation in Retinal Blood Vessel SegmentationU.Porto Journal of Engineering, 2021
- 3D breast volume estimationEuropean Surgical Research, 2021
- Ordinal losses for classification of cervical cancer riskPeerJ, 2021
- Maximum Relevance Minimum Redundancy Dropout with Informative Kernel Determinantal Point ProcessSensors(MDPI), 2021
- A Systematic Survey of ML Datasets for Prime CV Research Areas - Media and MetadataData (MDPI), 2021
- Secure Triplet Loss: Achieving Cancelability and Non-Linkability in End-to-End Deep BiometricsIEEE Transactions on Biometrics, Behavior, and Identity Science, 2021
- Hidden Markov Models on a Self-Organizing Map for Anomaly Detection in 802.11 Wireless NetworksNeural Computing and Applications, 2021
- Evaluation of the impact of domain adaptation on segmentation of Multiple Sclerosis lesions in MRIIn Proceedings of the Workshop on Machine Learning for Biological and Medical Image Big Data, as part of BIBM 2021, 2021
- FocusFace: Multi-task Contrastive Learning for Masked Face RecognitionIn Workshop on Face and Gesture Analysis for COVID-19 (FG4COVID19), 2021
- Interlead Conversion of Single-Lead Blindly-Segmented Electrocardiogram SignalsIn Proceedings of the 17th Computational Intelligence Methods for Bioinformatics and Biostatistics, 2021
- Brain extraction by convolutional neural networks in MRI of multiple sclerosis patientsIn Proceedings of the 17TH International Conference on Medical Information Processing and Analysis (SIPAIM), 2021
- Adaptacao de uma rede U-net com duas MRIs de entrada para segmentacao de lesoes escleroticasIn Proceedings of the 13st Simpósio de Engenharia Biomédica (XIII SEB), 2021
- Deep Ordinal Focus Assessment for Whole Slide ImagesIn Proceedings of the 1st Workshop on Computational Challenges in Digital Pathology (CDPath), as part of the ICCV conference, 2021
- My Eyes Are Up Here: Promoting Focus on Uncovered Regions in Masked Face RecognitionIn Proceedings of the 20th International Conference of the Biometrics Special Interest Group (BIOSIG), 2021
- Towards Privacy-preserving Explanations in Medical Image AnalysisIn Proceedings of the 1st Workshop on Interpretable Machine Learning in Healthcare (IMLH), as part of the ICML conference, 2021
- MFR 2021: Masked Face Recognition CompetitionIn Proceedings of the International Joint Conference on Biometrics (IJCB), 2021
- Impact of visual noise in activity recognition using deep neural networks - an experimental approachIn Proceedings of the IEEE 2nd International Conference on Pattern Recognition and Machine Learning (PRML 2021), 2021
- A Study on Annotation Efficient Learning Methods for Segmentation in Prostate Histopathological ImagesIn Proceedings of the IEEE International Symposium on Biomedical Imaging (CIARP’21), 2021
- End-to-End Deep Sketch-to-Photo Matching Enforcing Realistic Photo GenerationIn Proceedings of the IEEE International Symposium on Biomedical Imaging (CIARP’21), 2021
- Optimizing Person Re-Identification using Generated Attention MasksIn Proceedings of the IEEE International Symposium on Biomedical Imaging (CIARP’21), 2021
- Embedded Regularization for Classification of Colposcopic ImagesIn Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI), 2021
- Mixture-Based Open World Face RecognitionIn Proceedings of 9th World Conference on Information Systems and Technologies (WorldCIST), 2021
- Background Invariance by Adversarial LearningIn Proceedings of 25th International Conference on Pattern Recognition (ICPR), 2021
- Skull extraction for analysis of brain damage in magnetic resonance imaging2021
- Colorectal biopsies assessment using weakly supervised classification of whole-slide images2021
- Encyclopedia of Cryptography Security and Privacy2021
2020
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- Machine Learning Improvements to Human MotionTracking with IMUsSensors (MDPI), 2020
- 802.11 Wireless Simulation and Anomaly Detection using HMM and UBMSimulation (Sage Journal), 2020
- Weakly-Supervised Classification of HER2 Expression in Breast Cancer Haematoxylin and Eosin Stained SlidesApplied Sciences, 2020
- A Novel Approach to Keypoint Detection for the Aesthetic Evaluation of Breast Cancer Surgery OutcomesHealth and Technology, 2020
- Evaluation of Combined Artificial Intelligence and Radiologist Assessment to Interpret Screening MammogramsJAMA Network Open, 2020
- Automated Development of Custom Fall Detectors: Position, Model and Rate Impact in PerformanceIEEE Sensors Journal, 2020
- Offline computer-aided diagnosis for Glaucoma detection using fundus images targeted at mobile devicesComputer Methods and Programs in Biomedicine, 2020
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- Evolution, Current Challenges, and Future Possibilities in the Objective Assessment of Aesthetic Outcome of Breast Cancer Locoregional TreatmentThe Breast, 2020
- Fusion of Clinical, Self-Reported, and Multisensor Data for Predicting FallsIEEE Journal of Biomedical and Health Informatics, 2020
- Quantification of Brain Lesions in Multiple Sclerosis Patients using Segmentation by Convolutional Neural NetworksIn Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2020
- Automotive Interior Sensing - Towards a Synergetic Approach between Anomaly Detection and Action Recognition StrategiesIn Proceedings of Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS), 2020
- Audiovisual Classification of Group Emotion Valence Using Activity Recognition NetworksIn Proceedings of Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS), 2020
- Deep Image Segmentation for Breast Keypoint DetectionIn Proceedings of 3rd XoveTIC Conference, 2020
- A robust fingerprint presentation attack detection method against unseen attacks through adversarial learningIn Proceedings of the 19th International Conference of the Biometrics Special Interest Group (BIOSIG), 2020
- Explaining ECG Biometrics: Is It All In The QRS?In Proceedings of the 19th International Conference of the Biometrics Special Interest Group (BIOSIG), 2020
- Interpretability-guided Content-based Medical Image RetrievalIn Proceedings of the 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2020
- Interpretable Biometrics: Should We Rethink How Presentation Attack Detection is Evaluated?In Proceedings of the The 8th International Workshop on Biometrics and Forensics (IWBF), 2020
- Secure Triplet Loss for End-to-End Deep BiometricsIn Proceedings of the The 8th International Workshop on Biometrics and Forensics (IWBF), 2020
- Video summarization through Total Variation, Deep Semi-Supervised Autoencoder and Clustering AlgorithmsIn Proceedings of International Conference on Computer Vision Theory and Applications (VISAPP), 2020
- Soft Rotation Equivariant Convolutional Neural NetworksIn Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2020
- Self-Learning with Stochastic Triplet LossIn Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2020
- Automatic detection of perforators for microsurgical reconstruction and correlation with patient’s body-mass index2020
- A Breast 3D model as a possible tool for non-invasive tumour localization in breast surgery2020
- Skull Extraction for Quantification of Brain Volume in Magnetic Resonance Imaging of Multiple Sclerosis Patients2020
2019
- Signer-Independent Sign Language Recognition with Adversarial Neural NetworksInternational Journal of Machine Learning and Computing (IJMLC), 2019
- Hypothesis Transfer Learning Based on Structural Model SimilarityNeural Computing and Applications, 2019
- Insulator Visual Non-Conformity Detection in Overhead Power Distribution Lines using Deep LearningComputers and Electrical Engineering, 2019
- Machine Learning Interpretability: A Survey on Methods and MetricsElectronics (section: Artificial Intelligence), 2019
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- The importance of subject-dependent classification and imbalanced distributions in driver sleepiness detection in realistic conditionsIET Intelligent Transport Systems, 2019
- On the Role of Multimodal Learning in the Recognition of Sign LanguageMultimedia Tools and Applications, 2019
- Learning Signer-Invariant Representations with Adversarial TrainingIn Proceedings of the 12th International Conference on Machine Vision (ICMV), 2019
- Deep Aesthetic Assessment of Breast Cancer Surgery OutcomesIn Proceedings of the 15th Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON), 2019
- Adversarial learning for a robust iris presentation attack detection method against unseen attack presentationsIn Proceedings of the 18th International Conference of the Biometrics Special Interest Group (BIOSIG), 2019
- Automation of Waste Sorting with Deep LearningIn Proceedings of the XV Workshop on Computational Vision (WVC), 2019
- A Deep Learning Design for improving Topology Coherence in Blood Vessel SegmentationIn Proceedings of the 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2019
- A Single-Resolution Fully Convolutional Network for Retinal Vessel Segmentation in Raw Fundus ImagesIn Proceedings of the 20th International Conference on Image Analysis and Processing (ICIAP), 2019
- An End-to-End Convolutional Neural Network for ECG-Based Biometric AuthenticationIn Proceedings of 10th IEEE International Conference on Biometrics: Theory, Applications and Systems (BTAS), 2019
- Power Distribution Insulators Classification Using Image Hybrid Deep LearningIn Proceedings of 27th European Signal Processing Conference (EUSIPCO), 2019
- Towards Automatic Rat’s Gait Analysis Under Suboptimal Illumination ConditionsIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2019
- Deep Vesselness Measure from scale-space analysis of Hessian Matrix EigenvaluesIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2019
- Don’t You Forget About Me: A Study on Long-Term Performance in ECG BiometricsIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2019
- Automatic Augmentation by Hill ClimbingIn Proceedings of the 28th International Conference on Artificial Neural Networks (ICANN), 2019
- Weight Rotation as a Regularization Strategy in Convolutional Neural NetworksIn Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019
- Quality-based Regularization for Iterative Deep Image SegmentationIn Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019
- Averse Deep Semantic SegmentationIn Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2019
- SpaMHMM: Sparse Mixture of Hidden Markov Models for Graph Connected EntitiesIn Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2019
- How to produce complementary explanations using an Ensemble ModelIn Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2019
- Deep Keypoint Detection for the Aesthetic Evaluation of Breast Cancer Surgery OutcomesIn Proceedings of the IEEE International Symposium on Biomedical Imaging (ISBI’19), 2019
- The Biometric Computing: Recognition and Registration2019
2018
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- The Value of 3D Images in Aesthetic Evaluation of Breast Cancer Conservative Treatment. Results from a Prospective Multicentric Clinical TrialThe Breast, 2018
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- Automated Methods for the Decision Support of Cervical Cancer Screening using Digital ColposcopiesIEEE Access, 2018
- Supervised deep learning embeddings for the prediction of cervical cancer diagnosisPeerJ Computer Science, 2018
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- A Deep Learning Approach for the Forensic Evaluation of Sexual AssaultPattern Analysis and Applications, 2018
- A Regression Model for Predicting Shape Deformation after Breast Conserving SurgerySensors, 2018
- microSmartScope: Towards a Fully Automated 3D-Printed Smartphone Microscope with Motorized StageIn Biomedical Engineering Systems and Technologies, 2018
- Are Deep Learning Methods Ready for Prime Time in Fingerprints Minutiae Extraction?In Proceedings of the 23rd Iberoamerican Congress on Pattern Recognition (CIARP), 2018
- Driver drowsiness detection: a comparison between intrusive and non-intrusive signal acquisition methodsIn Proceedings of the 7th European Workshop on Visual Information Processing (EUVIP), 2018
- The Challenges of Applying Deep Learning for Hemangioma Lesion SegmentationIn Proceedings of the 7th European Workshop on Visual Information Processing (EUVIP), 2018
- Robust Clustering-based Segmentation Methods for Fingerprint RecognitionIn Proceedings of the 17th International Conference of the Biometrics Special Interest Group (BIOSIG), 2018
- Towards complementary explanations using Deep Neural NetworksIn Proceedings of the Workshop on Interpretability of Machine Intelligence in Medical Image Computing at MICCAI, 2018
- A Class Imbalance Ordinal Method for Alzheimer’s Disease ClassificationIn Proceedings of the 8th International Workshop on Pattern Recognition in Neuroimaging (PRNI), 2018
- Transfer learning approach for fall detection with the FARSEEING real-world datasetIn Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018
- A Uniform Performance Index for Ordinal Classification with Imbalanced ClassesIn Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2018
- Deep Image Segmentation by Quality InferenceIn Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2018
- Ordinal Image Segmentation using Deep Neural NetworksIn Proceedings of the International Joint Conference on Neural Networks (IJCNN), 2018
- Elastic Deformations for Data Augmentation in Mass DetectionIn Proceedings of the IEEE Biomedical and Health Informatics (BHI), 2018
- The development of an automatic tool to improve perforators detection in Angio CT in DIEAP flap breast reconstruction2018
- Deep Neural Network for Vector Field Topology Recognition with Applications to Fluid Flow Summarization2018
2017
- Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support2017
- Towards a Continuous Biometric System Based on ECG Signals Acquired on the Steering WheelSensors, 2017
- Mobile-based analysis of malaria-infected thin blood smears: Automated species and life cycle stage determinationSensors, 2017
- Foreword to the special issue on pattern recognition and image analysisNeural Computing and Applications, 2017
- Multi-Source Deep Transfer Learning for Cross-sensor BiometricsNeural Computing and Applications, 2017
- Cross-layer Classification Framework for Automatic Social Behavioural Analysis in Surveillance ScenarioNeural Computing and Applications, 2017
- A proposal for a gold standard for cosmetic evaluation after breast conserving therapy: results from the St George and Wollongong Breast Boost trial.Journal of Medical Imaging and Radiation Oncology, 2017
- Mass Segmentation in Mammograms: a Cross-Sensor comparison of deep and tailored featuresIn Proceedings of the IEEE International Conference on Image Processing (ICIP), 2017
- Measuring Impedance in Congestive Heart FailureIn Proceedings of the 14th International Conference on Wearable, micro & Nano Technologies (pHealth), 2017
- Fine-to-Coarse Ranking in Ordinal and Imbalanced Domains: An Application to Liver TransplantationIn Proceedings of the International Work-Conference on Artificial Neural Networks (IWANN), 2017
- Constraining Type II Error: Building Intentionally Biased ClassifiersIn Proceedings of the International Work-Conference on Artificial Neural Networks (IWANN), 2017
- Combining Ranking with Traditional Methods for Ordinal Class ImbalanceIn Proceedings of the International Work-Conference on Artificial Neural Networks (IWANN), 2017
- Ordinal Class Imbalance with RankingIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2017
- Transfer Learning with Partial Observability Applied to Cervical Cancer ScreeningIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2017
- Automated Detection and Categorization of Genital Injuries Using Digital ColposcopyIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2017
- Multimodal Learning for Sign Language RecognitionIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2017
- µSmartScope: 3D-printed Smartphone Microscope with Motorized Automated StageIn Proceedings of the 10th International Conference on Biomedical Electronics and Devices (BIODEVICES), 2017
- CardioWheel: Physiological Driver Monitoring2017
2016
- Deep Learning and Data Labeling for Medical Applications2016
- Multimodal Hierarchical Face Recognition using Information from 2.5D ImagesU.Porto Journal of Engineering, 2016
- Long-Range Trajectories from Global and Local Motion RepresentationsJournal of Visual Communication and Image Representation, 2016
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- A review of automatic malaria parasites detection and segmentation in microscopic imagesAnti-Infective Agents, 2016
- The Breast Cancer Conservative Treatment. Cosmetic Results - BCCT.core - software for objective assessment of aesthetic outcome in breast cancer conservative treatment: a narrative reviewComputer Methods and Programs in Biomedicine, 2016
- Towards Never-Ending Learning From Parallel Time-SeriesIn Proceedings of NIPS/NeurIPS Time Series Workshop 2016, 2016
- A comparative analysis of deep and shallow features for multimodal face recognition in a novel RGB-D-IR datasetIn Proceedings of 12th International Symposium on Visual Computing (ISVC), 2016
- Breast Conserving Surgery Outcome Prediction: A Patient-Specific, Integrated Multi-Modal Imaging and Mechano-Biological Modelling FrameworkIn Proceedings of the 13th International Workshop on Breast Imaging (IWBI), 2016
- Automated detection of malaria parasites on thick blood smears via mobile devicesIn Proceedings of the Medical Image Understanding and Analysis Conference (MIUA), 2016
- A Realistic Evaluation of Iris Presentation Attack DetectionIn Proceedings of the International Conference on Telecommunications and Signal Processing (TSP), 2016
- Fitting of Breast Data using Free Form Deformation TechniqueIn Proceedings of the International Conference on Image Analysis and Recognition (ICIAR), 2016
- Learning and Ensembling Lexicographic Preference Trees with Multiple KernelsIn Proceedings of International Joint Conference on Neural Networks (IJCNN), 2016
- Tackling Class Imbalance with RankingIn Proceedings of International Joint Conference on Neural Networks (IJCNN), 2016
- Three-dimensional breast volume assessment2016
2015
- Machine Learning and Knowledge Discovery in Databases: European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part III2015
- Pattern Recognition and Image Analysis: 7th Iberian Conference, IbPRIA 2015, Santiago de Compostela, Spain, June 17-19, 2015. Proceedings.2015
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- A new Optical Music Recognition system based on Combined Neural NetworkPattern Recognition Letters, 2015
- A Cognitively Motivated Framework for Partial Face Recognition in Unconstrained ScenariosSensors, 2015
- Robust Classification with Reject Option Using the Self-Organizing MapNeural Computing and Applications, 2015
- The Vitality of Pattern Recognition and Image AnalysisNeurocomputing, 2015
- Differential Scorecards for Binary and Ordinal dataIntelligent Data Analysis, 2015
- Closed Shortest Path in the Original Coordinates with an Application to Breast CancerInternational Journal of Pattern Recognition and Artificial Intelligence, 2015
- The failure analysis and lifetime prediction for the solder joint of the magnetic headApplied Physics A, 2015
- Spatio-Temporal Fusion for Learning of Regions of Interests over Multiple Video StreamsIn Proceedings of 11th International Symposium on Visual Computing (ISVC), 2015
- Periocular Recognition in Mobile Scenarios: A Comparative Analysis of Two ApproachesIn Proceedings of 11th International Symposium on Visual Computing (ISVC), 2015
- Social Signaling Descriptor for Group Behavior AnalysisIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2015
- A Novel Application of Universal Background Models for Periocular RecognitionIn Biomedical Engineering Systems and Technologies, 2015
- Source-Target-Source Classification using Stacked Denoising AutoencodersIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2015
- Temporal Segmentation of Digital ColposcopiesIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2015
- Periocular Recognition under Unconstrained Settings with Universal Background ModelsIn Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS), 2015
- Video Analysis in Indoor Soccer using a QuadcopterIn Proceedings of the International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2015
- oAdaBoost: An AdaBoost variant for Ordinal ClassificationIn Proceedings of the International Conference on Pattern Recognition Applications and Methods (ICPRAM), 2015
- Identificacao automatica de mamografias normais no processo de rastreio do cancro da mama2015
2014
- Corrigendum to “The unimodal model for the classification of ordinal data” [Neural Netw. 21 (2008) 78-79]Neural Networks, 2014
- Signal transmission model for the substations grounding gridExpert Systems With Applications, 2014
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- A 3D Low-cost Solution for the Aesthetic Evaluation of Breast Cancer Conservative TreatmentComputer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, 2014
- PICTURE: Predicting the cosmetic outcome of breast cancer surgeryIn Proceedings of the Virtual Physiological Human Conference, 2014
- 3D Reconstruction of body parts using RGB-D sensors: Challenges from a biomedical perspectiveIn Proceedings of the 5th International Conference on 3D Body Scanning Technologies, 2014
- Fitting of Superquadrics for Breast Modelling by Geometric Distance MinimizationIn Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2014
- Normal breast identification in screening mammography: a study on 18 000 imagesIn Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2014
- MobILive 2014 - Mobile Iris Liveness Detection CompetitionIn Proceedings of the International Joint Conference on Biometrics (IJCB), 2014
- Context-based Trajectory Descriptor for Human Activity ProfilingIn Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2014
- Using Bayesian Surprise to Detect Calcifications in Mammogram ImagesIn Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014
- A Depth-Map Approach for Automatic Mice Behavior RecognitionIn Proceedings of the IEEE International Conference on Image Processing (ICIP), 2014
- Classification of Optical Music Symbols based on Combined Neural NetworkIn Proceedings of the IEEE International Conference on Mechatronics and Control (ICMC), 2014
- Classification with Reject Option Using the Self-Organizing MapIn Proceedings of International Conference on Artificial Neural Networks (ICANN), 2014
- Active Learning from Video Streams in a Multi-Camera ScenarioIn Proceedings of 22nd International Conference on Pattern Recognition (ICPR), 2014
- Outlier Detection in 802.11 Wireless Access Points Using Hidden Markov ModelsIn Proceedings of 7th IFIP Wireless and Mobile Networking Conference (WMNC), 2014
- Iris liveness detection methods in the mobile biometrics scenarioIn Proceedings of International Joint Conference on Neural Networks (IJCNN), 2014
- Reject Option Paradigm for the Reduction of Support VectorsIn Proceedings of European Symposium on Artificial Neural Networks (ESANN), 2014
- Iris liveness detection methods in Mobile ApplicationsIn Proceedings of International Conference on Computer Vision Theory and Applications (VISAPP), 2014
- Computer Vision, Imaging and Computer Graphics: Theory and Applications2014
2013
- Pattern Recognition and Image Analysis: 6th Iberian Conference, IbPRIA 2013, Funchal, Madeira, Portugal, June 5-7, 2013. Proceedings.2013
- Objective assessment of cosmetic outcome after Targeted Intraoperative Radiotherapy in breast cancer: results from a randomised controlled trialBreast Cancer Research and Treatment, 2013
- Analysis of Object Description Methods in a Video Object Tracking EnvironmentMachine Vision and Applications, 2013
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- Methods for the aesthetic evaluation of Breast Cancer Conservation Treatment: A Technological ReviewCurrent Medical Imaging Reviews, 2013
- Predicting Short 802.11 Sessions From RADIUS Usage DataIn Proceedings of the Ninth IEEE International Workshop on Performance and Management of Wireless and Mobile Networks (P2MNet), 2013
- Staff line Detection and Removal in the Grayscale DomainIn Proceedings of the International Conference on Document Analysis and Recognition (ICDAR), 2013
- Global constraints for syntactic consistency in OMR: an ongoing approachIn Proceedings of the International Conference on Image Analysis and Recognition (ICIAR), 2013
- Is Kinect Depth Data Accurate for the Aesthetic Evaluation after Breast Cancer Surgeries?In Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2013
- Motion Flow Tracking in Unconstrained Videos for Retail ScenarioIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2013
- Robust Iris Segmentation under Unconstrained SettingsIn Proceedings of International Conference on Computer Vision Theory and Applications (VISAPP), 2013
- An objective assessment of cosmetic outcome after intraoperative radiotherapy or external beam radiotherapy for early breast cancer in patients from a randomized controlled trial2013
- Cosmetic outcome after intraoperative radiotherapy or external beam radiotherapy for early breast cancer: An objective assessment of patients from a randomized controlled trial2013
- Cosmetic outcome after intraoperative radiotherapy or external beam radiotherapy for early breast cancer: An objective assessment of patients from a randomized controlled trial2013
- 3D Aesthetic Evaluation After Breast Cancer Surgery Using Kinect2013
- Therapeutic reduction mammaplasty: does complications affect aesthetic outcome?2013
- Users’ perspective on Breast Cancer Conservative Treatment.cosmetic result (BCCT.core) software2013
2012
- Filling The Gap in Quality Assessment of Video Object TrackingImage and Vision Computing, 2012
- Long-term cosmetic changes after breast conserving treatment for patients with stage I-II breast cancer and included in the EORTC ‘boost versus no boost’ trialAnnals of Oncology, 2012
- Optical Music Recognition: State-of-the-Art and Open IssuesInternational Journal of Multimedia Information Retrieval, 2012
- Recommendations for the Aesthetic Evaluation of Breast Cancer Conservative TreatmentBreast Cancer Research and Treatment, 2012
- INbreast: Towards a Full Field Digital Mammographic DatabaseAcademic Radiology, 2012
- Ordinal Data Classification Using Kernel Discriminant Analysis: A Comparison of Three ApproachesIn Proceedings of The Eleventh International Conference on Machine Learning and Applications (ICMLA), 2012
- Zatlab: A Gesture Analysis System to Music InteractionIn Proceedings of the 6th International Conference on Digital Arts (ARTECH), 2012
- Simultaneous Detection of Prominent Points on Breast Cancer Conservative Treatment ImagesIn Proceedings of The IEEE International Conference on Image Processing (ICIP), 2012
- Automatic Description of Object Appearances in a Wide-area Surveillance ScenarioIn Proceedings of The IEEE International Conference on Image Processing (ICIP), 2012
- Artificial Intelligence, Evolutionary Computation and Metaheuristics (AIECM) –In the footsteps of Alan Turing (Turing 2012)2012
2011
- Measuring the performance of ordinal classificationInternational Journal of Pattern Recognition and Artificial Intelligence, 2011
- Metric Learning for Music Symbol RecognitionIn Proceedings of The Tenth International Conference on Machine Learning and Applications (ICMLA), 2011
- Max-Coupled Learning: Application To Breast CancerIn Proceedings of The Ninth International Conference on Machine Learning and Applications (ICMLA), 2011
- Development of a BCCT Quantitative 3D Evaluation System Through Low-Cost SolutionsIn Proceedings of the 2nd International Conference on 3D Body Scanning Technologies, 2011
- Ensemble of Decision Trees with Global Constraints for Ordinal ClassificationIn International Conference on Intelligent Systems Design and Applications (ISDA), 2011
- A Method for Music Symbols Extraction based on Musical RulesIn Proceedings of BRIDGES, 2011
- Feature Selection with Complexity Measure in a Quadratic Programming SettingIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2011
- Diagnostic of Pathology on the Vertebral Column with Embedded Reject OptionIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2011
- Music score binarization based on domain knowledgeIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2011
- A Shortest Path Approach for Vibrating Line Detection and TrackingIn Proceedings of Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA), 2011
- Surface Reconstruction for Generating Digital Models of ProsthesisIn Proceedings of International Conference on Computer Vision Theory and Applications (VISAPP), 2011
- 3D Model for Aesthetic Objective Evaluation after Breast Cancer Surgery using Infrared Laser Projector2011
- Aesthetic Evaluation After Mastectomy and Immediate Breast Reconstruction using the BCCT.core Software2011
- Multi Modality State-of-the-Art Medical Image Segmentation and Registration Methodologies (Vol II)2011
2010
- Hybrid framework for evaluating video object tracking algorithmsElectronics Letters, 2010
- Optical Recognition of Music Symbols: A Comparative StudyInternational Journal on Document Analysis and Recognition, 2010
- An all-at-once Unimodal SVM Approach for Ordinal ClassificationIn Proceedings of The Ninth International Conference on Machine Learning and Applications (ICMLA), 2010
- Classification Models with Global Constraints for Ordinal DataIn Proceedings of The Ninth International Conference on Machine Learning and Applications (ICMLA), 2010
- Hierarchical Medical Image Annotation Using SVM-based ApproachesIn Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine, 2010
- Improving the BCCT.core model with lateral informationIn Proceedings of the 10th IEEE International Conference on Information Technology and Applications in Biomedicine, 2010
- Pectoral muscle detection in mammograms based on the shortest path with endpoints learnt by SVMsIn Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2010
- Pectoral muscle detection in mammograms based on polar coordinates and the shortest pathIn Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2010
- An accurate and interpretable model for BCCT.coreIn Proceedings of the 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2010
- A New Linear Parametrisation for Peak Friction Coefficient Estimation in Real TimeIn Proceedings of the IEEE Vehicle Power and Propulsion Conference, 2010
- Robust staffline thickness and distance estimation in binary and gray-level music scoresIn Proceedings of The Twentieth International Conference on Pattern Recognition (ICPR), 2010
- Value of photographic side-views in the objective evaluation of the aesthetic results of breast cancer conservative treatmentDec 2010
- A Preliminary Model to the Automatic Prediction of Aesthetic Results in Breast Cancer Conservative TreatmentOct 2010
- Sistemas e Tecnologias de Informacao na Saude2010
2009
- Comparing Two Objective Methods for the Aesthetic Evaluation of Breast Cancer Conservative TreatmentBreast Cancer Research and Treatment, 2009
- Partition-distance methods for assessing spatial segmentations of images and videosComputer Vision and Image Understanding, 2009
- Staff Detection with Stable PathsIEEE Transactions Pattern Analysis Machine Intelligence, 2009
- An Ordinal Data Method for the Classification with Reject OptionIn Proceedings of The Eighth International Conference on Machine Learning and Applications (ICMLA), 2009
- Stable Text Line DetectionIn Proceedings of IEEE Workshop on Applications of Computer Vision (WACV) 2009, 2009
- The Evaluation of Usability of an Intelligent Medical System: BCCT.coreIn Information Technologies and Systems: Proceedings of the 4th Iberian Conference on Information Systems and Technologies, 2009
- Image Retargeting Using Stable PathsIn Proceedings of the Fourth International Conference on Computer Vision Theory and Applications (VISAPP), 2009
- Breast Contour Detection with Stable PathsIn Biomedical Engineering Systems and Technologies, 2009
- Prediction Model of Asymmetry in Breast Cancer Conservative Treatment (BCCT)2009
- Prediction of the aesthetic result in breast cancer conservative treatment2009
- Aesthetic Results Evaluation of Reduction Mammaplasties in Breast Cancer Treatment2009
2008
- Is Face-Only Photographic View Enough for the Aesthetic Evaluation of Breast Cancer Conservative Treatment?Breast Cancer Research and Treatment, 2008
- The unimodal model for the classification of ordinal dataNeural Networks, 2008
- Integrated Recognition System for Music ScoresIn Proceedings of the International Computer Music Conference (ICMC), 2008
- Breast Contour Detection with Shape PriorsIn 2008 15th IEEE International Conference on Image Processing, Vols 1-5, 2008
- A Connected Path Approach for Staff Detection on a Music ScoreIn Proceedings of the International Conference on Image Processing (ICIP), 2008
- Staff Line Detection and Removal with Stable PathsIn Proceedings of the International Conference on Signal Processing and Multimedia Applications (SIGMAP 2008), 2008
- Automatic System for the Recognition of Amounts in Handwritten ChequesIn Proceedings of the International Conference on Signal Processing and Multimedia Applications (SIGMAP 2008), 2008
- Automatic Breast Contour Detection in Digital PhotographsIn Proceedings of the International Conference on Health Informatics (HEALTHINF), 2008
- Comparing two objective methods for the aesthetic evaluation of breast cancer conservative treatmentApr 2008
- Long-term cosmetic changes after breast conserving therapy for patients with stage I and II breast cancer treated in the EORTC “boost versus no boost” trialApr 2008
- A comprehensive approach to measure cosmetic and functional results of breast conserving therapy - design and first results of a pilot studyApr 2008
- Sera Suficiente uma Fotografia Vista de Face para a Avaliacao do Resultado Estetico do Tratamento Conservador do Cancro da Mama?2008
- Is Asymmetry Enough for the Aesthetic Evaluation of Breast Cancer Conservative Treatment (BCCT)?2008
2007
- Matched filtering and parameter estimation of ringdown waveformsPhysical Review D, 2007
- Object segmentation using background modelling and cascaded change detectionJournal of Multimedia (JMM), 2007
- Turning subjective into objective: The BCCT.core software for evaluation of cosmetic results in breast cancer conservative treatmentBreast, 2007
- Learning to classify ordinal data: the data replication methodJournal of Machine Learning Research, 2007
- Towards an intelligent medical system for the aesthetic evaluation of breast cancer conservative treatmentArtificial Intelligence in Medicine, 2007
- Factors Determining Esthetic Outcome after Breast Cancer Conservative TreatmentBreast Journal, 2007
- A Shortest Path Approach for Staff Line DetectionIn Third International Conference on Automated Production of Cross Media Content for Multi-channel Distribution (AXMEDIS 2007), 2007
- Breast Contour Detection for the Aesthetic Evaluation of Breast Cancer Conservative TreatmentIn Springer Lecture Notes in Computer Science, Advances in Soft Computing 45, Computer Recognition Systems 2 CORES 2007: 5th International Conference on Computer Recognition Systems, Oct 2007
- Bandwidth-efficient byte stuffingIn IEEE International Conference on Communications (ICC 2007), 2007
- Object-based spatial segmentation of video guided by depth and motion informationIn IEEE Workshop on Motion and Video Computing (WMVC 2007), 2007
- Is face-view only enough for the aesthetic evaluation of breast cancer conservative treatment (BCCT)?Sep 2007
2006
- A measure for mutual refinements of image segmentationsIEEE Transactions on Image Processing, Aug 2006
- Interobserver agreement and consensus over the esthetic evaluation of conservative treatment for breast cancerThe Breast, Feb 2006
- Automatic Speaker Segmentation Using Multiple Features and Distance Measures: A Comparison of Three ApproachesIn Proceedings of International Conference on Multimedia & Expo (ICME), 2006
- Towards a computer-aided medical system for the aesthetic evaluation of breast cancer conservative treatmentDec 2006
2005
- Accumulator size minimization for a fast cumulant-based motion estimationIEEE Transactions on Circuits and Systems for Video Technology, Dec 2005
- Toward a Generic Evaluation of Image SegmentationIEEE Transactions on Image Processing, Nov 2005
- Modelling ordinal relations with SVMs: an application to Objective Aesthetic Evaluation of Breast Cancer Conservative TreatmentNeural Networks, Jun 2005
- Choosing observers for evaluation of aesthetic results in breast cancer conservative treatmentInternational Journal of Radiation Oncology*Biology*Physics, Mar 2005
- Classification of Ordinal Data Using Neural NetworksIn Proceedings of European Conference on Machine Learning (ECML), 2005
- SVMs Applied to Objective Aesthetic Evaluation of Conservative Breast Cancer TreatmentIn Proceedings of International Joint Conference on Neural Networks (IJCNN) 2005, 2005
2004
- Aesthetic evaluation of conservative breast cancer treatment: new scales of agreement or disagreement?Mar 2004
- Aesthetic evaluation of conservative breast cancer treatment. Can measuring help?Mar 2004
2003
- Aesthetic evaluation of conservative breast cancer treatment: development of a new evaluating toolJun 2003
2002
- The Application of Intimate Metadata in Post ProductionIn Proceedings of Int. Broadcasting Convention (IBC 2002), Sep 2002
- Aesthetic evaluation of conservative breast cancer treatment: trying to optimize resultsMar 2002
2000
- FPGAs based hardware applied to block-based motion estimation for real-time video processingIn Proceedings of 11th Portuguese Conference on Pattern Recognition (RECPAD2000), May 2000
1999
- Utilizacao de DGPS para a Monitorizacao de Frotas em Ambiente UrbanoIn Actas da 2 Conferencia Nacional de Cartografia e Geodesia, Sep 1999