| 2021 | 34th IEEE International Symposium on Computer-Based Medical Systems, CBMS 2021, Aveiro, Portugal, June 7-9, 2021 João Rafael Almeida, Alejandro Rodríguez González, Linlin Shen, Bridget Kane, Agma J. M. Traina, Paolo Soda, José Luís Oliveira |
| 2021 | 3D Deep Learning for Anatomical Structure Segmentation in Multiple Imaging Modalities. Barbara Villarini, Hykoush A. Asaturyan, Sila Kurugol, Onur Afacan, Jimmy D. Bell, E. Louise Thomas |
| 2021 | A Comparative Analysis of Data Platforms for Rare Diseases. Mariana Sequeira, João Rafael Almeida, José Luís Oliveira |
| 2021 | A Deep Clustering Method For Analyzing Uterine Cervix Images Across Imaging Devices. Zhiyun Xue, Peng Guo, Kanan T. Desai, Anabik Pal, Kayode O. Ajenifuja, Clement Akinfolarin Adepiti, L. Rodney Long, Mark Schiffman, Sameer K. Antani |
| 2021 | A GPT-2 Language Model for Biomedical Texts in Portuguese. Elisa Terumi Rubel Schneider, João Vitor Andrioli de Souza, Yohan Bonescki Gumiel, Claudia M. C. Moro, Emerson Cabrera Paraiso |
| 2021 | A Meta-Path-Based Prediction Method for Disease Comorbidities. Eduardo P. García del Valle, Lucía Prieto Santamaría, Gerardo Lagunes García, Massimiliano Zanin, Ernestina Menasalvas Ruiz, Alejandro Rodríguez González |
| 2021 | A Multi-Expert System to Detect COVID-19 Cases in X-ray Images. Valerio Guarrasi, Natascha Claudia D'Amico, Rosa Sicilia, Ermanno Cordelli, Paolo Soda |
| 2021 | A Nonverbal Recognition Method to Assist Speech. Fernando Meloni, Bianca Sicchieri, Patricia Mandrá, Renato Bulcão Neto, Alessandra Alaniz Macedo |
| 2021 | A Preliminary Study on Automatic Detection and Filtering of Artifacts from EEG Signals. Fernando Moncada Martins, Víctor M. González, Víctor Álvarez, Beatriz García-López, José R. Villar |
| 2021 | A Recommendation System for Electronic Health Records in the Context of the HOPE Project. Ruben Vasallo González, Antonio Robles-Gómez, Rafael Pastor Vargas, Juan Mario Haut, Nicolás A. Passadore, Mercedes Eugenia Paoletti, Carlos Luis Sánchez-Bocanegra, Llanos Tobarra, Karla A. Chacón-Vargas, Roberto Hernández Berlinches, Francesc Saigí Rubió |
| 2021 | A fully automated deep learning pipeline to assess muscle mass in brain tumor patients. Radvile Mauricaite, Ella Mi, Jiarong Chen, Andrew Ho, Lillie Pakzad-Shahabi, Matt Williams |
| 2021 | A new scheme for the assessment of the robustness of Explainable Methods Applied to Brain Age estimation. Ahmed M. Salih, Ilaria Boscolo Galazzo, Zahra Raisi-Estabragh, Steffen E. Petersen, Polyxeni Gkontra, Karim Lekadir, Gloria Menegaz, Petia Radeva |
| 2021 | A self-learning teacher-student framework for gastrointestinal image classification. Henrik L. Gjestang, Steven Alexander Hicks, Vajira Thambawita, Pål Halvorsen, Michael A. Riegler |
| 2021 | APEHR: Automated Prognosis in Electronic Health Records using multi-head self-attention. Alexander Ylnner Choquenaira Florez, Lucas C. Scabora, Danilo Medeiros Eler, José F. Rodrigues Jr. |
| 2021 | An Architecture to Define Cohorts over Medical Imaging Datasets. João Rafael Almeida, Eriksson J. Melicio Monteiro, José Luís Oliveira |
| 2021 | An End-to-End 3D ConvLSTM-based Framework for Early Diagnosis of Alzheimer's Disease from Full-Resolution Whole-Brain sMRI Scans. Selene Tomassini, Nicola Falcionelli, Paolo Sernani, Henning Müller, Aldo Franco Dragoni |
| 2021 | An intelligent drug delivery system for neuromuscular blockade in healthcare. Jorge Alves Silva, Teresa Mendonça, Paula Rocha |
| 2021 | Analysing Games for Health through Users' Opinion Mining. Renato Santos, Joel P. Arrais, Paula Alexandra Silva |
| 2021 | Assessing the Clinical Validity of Attention-based and SHAP Temporal Explanations for Adverse Drug Event Predictions. Jonathan Rebane, Isak Samsten, Panteleimon Pantelidis, Panagiotis Papapetrou |
| 2021 | Autism Spectrum Disorder diagnosis based on trajectories of eye tracking data. Thiago V. Cardoso, Gabriel C. Michelassi, Felipe O. Franco, Fernando Mitsuo Sumiya, Joana Portolese, Helena Paula Brentani, Ariane Machado-Lima, Fátima L. S. Nunes |
| 2021 | Automated Segmentation of the Central Serous Chorioretinopathy fluid regions using Optical Coherence Tomography Scans. Joaquim de Moura, Jorge Novo, Marcos Ortega, Noelia Barreira, Manuel G. Penedo |
| 2021 | Automatic Detection of Tonic-Clonic and Myoclonic Epileptic Seizures Using Prefrontal Electroencephalography (EEG). Ana Sofia Carmo, Mariana Abreu, Hugo Plácido da Silva, Ana Luísa Nobre Fred |
| 2021 | Automatic Segmentation and Estimation of Ischemic Regions in Oct Angiography Scans. Macarena Díaz, Plácido L. Vidal, Jorge Novo, Marcos Ortega, Manuel G. Penedo |
| 2021 | BEAUT: a radiomic approach to identify potential lumbar fractures in magnetic resonance imaging. Jonathan S. Ramos, Jamilly G. Maciel, Mirela T. Cazzolato, Caetano Traina, Marcello H. Nogueira-Barbosa, Agma J. M. Traina |
| 2021 | BERT Model-Based Approach For Detecting Categories of Tweets in the Field of Eating Disorders (ED). José Alberto Benítez-Andrades, José-Manuel Alija-Pérez, Isaías García-Rodríguez, Carmen Benavides, Héctor Alaiz-Moretón, Rafael Pastor Vargas, María Teresa García-Ordás |
| 2021 | BioSGAN: Protein-Phenotype Co-mention Classification Using Semi-Supervised Generative Adversarial Networks. Francis Anokye, Indika Kahanda |
| 2021 | Black Hole algorithm with convolutional neural networks for the creation of a Brain-Switch using visual perception. Fabio R. Llorella Costa, José Maria Azorín, Gustavo Patow |
| 2021 | Blockchain Technology in Healthcare: A Scientific and Technological Driving Force. Chang Liu, Shu Zhou, Irena Vodenska, Lou Chitkushev, Guanglan Zhang, Shahin Gheitanchi, Reza Rawassizadeh |
| 2021 | CHART-ADAPT: Enabling actionable analytics at the critical care unit bedside. Laura Moss, Martin Shaw, Ian Piper, John Kinsella, Christopher Hawthorne |
| 2021 | Can computer vision be used for anthropometry? A feasibility study of a smart mobile application. Renan Fialho, Rayele Moreira, Thalyta C. P. Santos, Samila Sousa Vasconcelos, Silmar Teixeira, Francisco Silva, Joel J. P. C. Rodrigues, Ariel Soares Teles |
| 2021 | Circadian Conditional Granger Causalities on Ecological Momentary Assessment Data from an mHealth App. Noor Jamaludeen, Vishnu Unnikrishnan, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2021 | Classification and Localization Consistency Regularized Student-Teacher Network for Semi-supervised Cervical Cell Detection. Menglu Zhang, Xuechen Li, Linlin Shen |
| 2021 | Classification of Autism Spectrum Disorder Severity Using Eye Tracking Data Based on Visual Attention Model. Mirian C. Revers, Jessica S. Oliveira, Felipe O. Franco, Joana Portolese, Thiago V. Cardoso, Andréia F. Silva, Ariane Machado-Lima, Fátima L. S. Nunes, Helena Paula Brentani |
| 2021 | Classification of static infrared images using pre-trained CNN for breast cancer detection. Caroline Barcelos Gonçalves, Jefferson R. Souza, Henrique C. Fernandes |
| 2021 | Clinical Report Classification: Continually Learning from User Feedback. Elias Moons, Marie-Francine Moens |
| 2021 | Comparative and Behavioural Analysis of a Diffuse Paradigm for the Evaluation of Diabetic Macular Edema in OCT images. Plácido L. Vidal, Joaquim de Moura, Macarena Díaz, Jorge Novo, Marcos Ortega |
| 2021 | Comparison of Automated Volume Extraction with FreeSurfer and FastSurfer for Early Alzheimer's Disease Detection with Machine Learning. Louise Bloch, Christoph M. Friedrich |
| 2021 | Convolutional Autoencoder based Deep Learning Approach for Alzheimer's Disease Diagnosis using Brain MRI. Ekin Yagis, Alba Garcia Seco de Herrera, Luca Citi |
| 2021 | DETR and YOLOv5: Exploring Performance and Self-Training for Diabetic Foot Ulcer Detection. Raphael Brüngel, Christoph M. Friedrich |
| 2021 | Deep embedded clustering algorithm for clustering PACS repositories. Teo Manojlovic, Matija Milanic, Ivan Stajduhar |
| 2021 | Defining and Monitoring Patient Clusters Based on Therapy Adherence in Sleep Apnea Management. Mourya Karan Reddy Baddam, Matheus Araújo, Jaideep Srivastava |
| 2021 | Detecting COVID-19 from Breathing and Coughing Sounds using Deep Neural Networks. Mina A. Nessiem, Mostafa M. Mohamed, Harry Coppock, Alexander Gaskell, Björn W. Schuller |
| 2021 | Diagnosing Schizophrenia from Activity Records using Hidden Markov Model Parameters. Matthias Boeker, Michael A. Riegler, Hugo Lewi Hammer, Pål Halvorsen, Ole Bernt Fasmer, Petter Jakobsen |
| 2021 | Dicomization of LSM fluorescence composite microscopic image with its bioimaging information. Yubraj Gupta, Carlos Costa, Eduardo Pinho, Luís A. Bastião Silva, Shibarjun Mandal, Ute Neugebauer |
| 2021 | EPICURE: Ensemble Pretrained Models for Extracting Cancer Mutations from Literature. Jiarun Cao, Elke M. van Veen, Niels Peek, Andrew G. Renehan, Sophia Ananiadou |
| 2021 | Easing the Questioning of Semantic Biomedical Data. Arnaldo Pereira, Rui Pedro Lopes, José Luís Oliveira |
| 2021 | Empowering Home Health Monitoring of Covid-19 Patients with Smartwatch Position and Fitness Tracking. Silvia Panicacci, Gianluca Giuffrida, Massimiliano Donati, Alberto Lubrano, Alessio Ruiu, Luca Fanucci |
| 2021 | Enhanced CNN-Based Gaze Estimation on Wireless Capsule Endoscopy Images. Panagiota Gatoula, George Dimas, Dimitris K. Iakovidis, Anastasios Koulaouzidis |
| 2021 | Evaluating Hierarchical Medical Workflows using Feature Importance. Urja Pawar, Christopher T. Culbert, Ruairi O'Reilly |
| 2021 | Evaluating a Longitudinal Synthetic Data Generator using Real World Data. Zhenchen Wang, Puja Myles, Anu Jain, James L. Keidel, Roberto Liddi, Lucy Mackillop, Carmelo Velardo, Allan Tucker |
| 2021 | Explainable AI for COVID-19 CT Classifiers: An Initial Comparison Study. Qinghao Ye, Jun Xia, Guang Yang |
| 2021 | Exploiting Clinical Staging Data to Constrain Pseudo-Time Modelling of Disease Progression. Seyed Erfan Sajjadi, Allan Tucker |
| 2021 | Exploring Deep Pathomics in Lung Cancer. Charles Z. Liu, Rosa Sicilia, Matteo Tortora, Ermanno Cordelli, Lorenzo Nibid, Giovanna Sabarese, Giuseppe Perrone, Michele Fiore, Sara Ramella, Paolo Soda |
| 2021 | FIRE: Unsupervised bi-directional inter- and intra-modality registration using deep networks. Chengjia Wang, Guang Yang, Giorgos Papanastasiou |
| 2021 | Facilitating CPAP Adherence with Personalized Recommendations Using Artificial Neural Networks. Matheus Araújo, Tara Pereira, Jaideep Srivastava, Conrad Iber |
| 2021 | Hierarchical Visual Concept Interpretation for Medical Image Classification. Mohammed Khaleel, Wallapak Tavanapong, Johnny Wong, Jung-Hwan Oh, Piet C. de Groen |
| 2021 | How Healthcare Professionals Comprehend Process Models - An Empirical Eye Tracking Analysis. Michael Winter, Cynthia Bredemeyer, Manfred Reichert, Heiko Neumann, Thomas Probst, Rüdiger Pryss |
| 2021 | Hyperspectral Signal Analysis for Thyroid Neoplasm Typification On Infrared Spectrum. Matheus de Freitas Oliveira Baffa, Luciano Bachmann, Thiago Martini Pereira, Joaquim Cezar Felipe |
| 2021 | I-CovidVis - A Visual Analytics Tool for Interoperable Healthcare Databases using Graphs. Claudio D. G. Linhares, Daniel Mario de Lima, Christian C. Bones, Marina F. S. de Sá Rebelo, Marco A. Gutierrez, Caetano Traina, Agma J. M. Traina |
| 2021 | Identification of Signs of Depression Relapse using Audio-visual Cues: A Preliminary Study. Muhammad Muzammel, Alice Othmani, Himadri Mukherjee, Hanan Salam |
| 2021 | Improved Deep Learning Explanations for Prostate Lesion Classification through Grad-CAM and Saliency Map Fusion. Mehmet Akif Gulum, Christopher M. Trombley, Mehmed M. Kantardzic |
| 2021 | Improved Gastrointestinal Screening: Deep Features using Stacked Generalization. Sourodip Ghosh, KC Santosh |
| 2021 | Improvements in lymphocytes detection using deep learning with a preprocessing stage. Rodrigo Escobar Díaz Guerrero, José Luís Oliveira |
| 2021 | Is it a good time to survey you? Cognitive load classification from blood volume pulse. Aneta Lisowska, Szymon Wilk, Mor Peleg |
| 2021 | Juxtaposing 5G Coronavirus Tweets with General Coronavirus Tweets During the Early Months of Coronavirus Outbreak. Rafi Trad, Myra Spiliopoulou |
| 2021 | Learning Health Systems: An Anonymous Network Routing Protocol. Thibaud Ecarot, Benoît Fraikin, Luc Lavoie, Mark M. McGilchrist, Jean-François Ethier |
| 2021 | Love thy Neighbours: A Framework for Error-Driven Discovery of Useful Neighbourhoods for One-Step Forecasts on EMA data. Vishnu Unnikrishnan, Yash Shah, Miro Schleicher, Carlos Fernández-Viadero, Mirela Strandzheva, Doroteya Velikova, Plamen Dimitrov, Rüdiger Pryss, Johannes Schobel, Winfried Schlee, Myra Spiliopoulou |
| 2021 | Monitoring Breast Cancer Neoadjuvant Treatment using Thermographic Time Series. Adriel S. Araújo, Milena H. S. Issa, Petrucio R. T. Medeiros, Ángel Sánchez, Débora C. Muchaluat-Saade, Aura Conci |
| 2021 | More Agile than ever: the case study of the development of a dashboard for the management of ICU beds during the coronavirus outbreak. Itamir de Morais Barroca Filho, Silvio Costa Sampaio, Anderson Paiva Cruz, Victor Hugo Freire Ramalho, Jefferson Augusto Rodrigues de Azevedo, Átila Caetano da Silveira |
| 2021 | Motor Imagery EEG Signal Classification based on Deep Transfer Learning. Mingnan Wei, Rui Yang, Mengjie Huang |
| 2021 | Multilevel Clustering Explainer: An Explainable Approach to Electronic Health Records. José Maria Clementino, Bruno S. Faiçal, Christian C. Bones, Caetano Traina, Marco A. Gutierrez, Agma J. M. Traina |
| 2021 | NanoNet: Real-Time Polyp Segmentation in Video Capsule Endoscopy and Colonoscopy. Debesh Jha, Nikhil Kumar Tomar, Sharib Ali, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Thomas de Lange, Pål Halvorsen |
| 2021 | On Cost-Sensitive Calibrated Uncertainty in Deep Learning: An application on COVID-19 detection. Biraja Ghoshal, Allan Tucker |
| 2021 | On the identification of chronodisruption-based biomarkers to estimate pregnancy attempt time. Ana G. Rúa, Noelia Rico-Pachón, Ana Alonso, Elena Díaz, S. Irene Díaz-Rodríguez |
| 2021 | Optimized alpha band patterns correlated with trait anxiety. Carmen Vidaurre, Vadim V. Nikulin, María Herrojo Ruiz |
| 2021 | Optimizing Recurrent Neural Network Architectures for De Novo Drug Design. Beatriz P. Santos, Maryam Abbasi, Tiago Pereira, Bernardete Ribeiro, Joel P. Arrais |
| 2021 | Patient Trajectory Modelling in Longitudinal Data: A Review on Existing Solutions. João Figueira Silva, Sérgio Matos |
| 2021 | Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network. Ran Cui, Chirath Hettiarachchi, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen |
| 2021 | Predicting Opioid Prescriptions based on Patient Demographics in MIMIC-IV. Snigdha Kodela, Jahnavi Pinnamraju, Judy W. Gichoya, Saptarshi Purkayastha |
| 2021 | Prediction of ICU admission for COVID-19 patients: a Machine Learning approach based on Complete Blood Count data. Lorenzo Famiglini, Giorgio Bini, Anna Carobene, Andrea Campagner, Federico Cabitza |
| 2021 | Predictive Analytics Based on Open Source Technologies for Acute Respiratory Distress Syndrome. Vaggelis Chaniotakis, Lefteris Koumakis, Haridimos Kondylakis, George Notas, Dimitris Plexousakis, Manolis Tsiknakis |
| 2021 | Preliminary analysis of features based on GSR/RR signals for spinal cord injury patients. Nagore Sagastibeltza, Asier Salazar-Ramirez, Raquel Martínez, Maitane Martinez-Eguiluz, Javier Muguerza, Nora Cívicos Sánchez, Montserrat Cuadrado, María Luisa Jauregui Abrisqueta |
| 2021 | Private Data Sharing in a Secure Cloud-based Application for Acute Stroke Care. Lúcio Henrik A. Reis, Marcela T. de Oliveira, Diogo M. F. Mattos, Sílvia D. Olabarriaga |
| 2021 | Public Perception of the German COVID-19 Contact-Tracing App Corona-Warn-App. Felix Beierle, Uttam Dhakal, Caroline Cohrdes, Sophie Eicher, Rüdiger Pryss |
| 2021 | Recommending What Drug to Prescribe Next for Accurate and Explainable Medical Decisions. Panagiotis Symeonidis, Stergios Chairistanidis, Markus Zanker |
| 2021 | Representation and Knowledge Transfer for Health-related Rumour Detection. Rosa Sicilia, Luisa Francini, Paolo Soda |
| 2021 | Ret-GAN: Retinal Image Enhancement using Generative Adversarial Networks. KC Santosh, Sourodip Ghosh, Moinak Bose |
| 2021 | Risk Management of a Low-cost Insulin Infusion Pump: A Case Study with a Brazilian Company. Aldo Martinazzo, Luiz Eduardo Galvão Martins, Sebastião Vagner Aredes, Tatiana Sousa Cunha |
| 2021 | Securing Embedded Medical Devices using Dual-Factor Authentication. Saurav Maji, Utsav Banerjee, Samuel H. Fuller, Rabia Tugce Yazicigil, Anantha P. Chandrakasan |
| 2021 | Semantic Annotation and Classification of Mammography Images using Ontologies. Juliana Wolf Pereira, Marcela Xavier Ribeiro |
| 2021 | Semi-Supervised Learning for Cervical Precancer Detection. Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani |
| 2021 | Sequential Pattern Mining of Large Combinable Items with Values for a Set-of-items Recommendation. Hieu Hanh Le, Yutaka Horino, Tomoyoshi Yamazaki, Kenji Araki, Haruo Yokota |
| 2021 | Sperm Cell Segmentation in Digital Micrographs based on Convolutional Neural Networks using U-Net Architecture. Roy Meléndez, César Armando Beltrán Castañón, Rosario Medina Rodríguez |
| 2021 | Supporting IoT-based applications to combat the Aedes aegypti mosquito: a case in Brazil. Henrique de A. Silva, Elias Adriano, Denise Scatolini, Rosana T. Vaccare Braga |
| 2021 | Towards Clustering Human Behavioral Patterns based on Digital Phenotyping. José Daniel P. Ribeiro Filho, Ariel Soares Teles, Francisco José da Silva e Silva, Luciano R. Coutinho |
| 2021 | Towards Semantic-Awareness for Information Management and Planning in Health Dialogues. Milene Santos Teixeira, Vinícius Maran, Mauro Dragoni |
| 2021 | Towards a decentralized e-prescription system using smart contracts. Rodrigo Dutra Garcia, Gabriel Augusto Zutião, Gowri Sankar Ramachandran, Jo Ueyama |
| 2021 | Treatment Recommendations for COVID-19 Patients along with Robust Explanations. Panagiotis Symeonidis, Christos Andras, Markus Zanker |
| 2021 | Tumor Segmentation in Brain MRI: U-Nets versus Feature Pyramid Network. Sourodip Ghosh, KC Santosh |
| 2021 | Understanding affective behaviour from physiological signals: Feature learning versus pattern mining. Natalia Mordvanyuk, Jaume Gauchola, Beatriz López |
| 2021 | User-centric vs whole-stream learning for EMA prediction. Saijal Shahania, Vishnu Unnikrishnan, Rüdiger Pryss, Robin Kraft, Johannes Schobel, Ronny Hannemann, Winny Schlee, Myra Spiliopoulou |
| 2021 | Visual interpretation of CNN decision-making process using Simulated Brain MRI. Edouard Villain, Giulia Maria Mattia, Federico Nemmi, Patrice Péran, Xavier Franceries, Marie-Véronique Le Lann |
| 2021 | Wearable and Continuous Prediction of Passage of Time Perception for Monitoring Mental Health. Lara Orlandic, Adriana Arza Valdés, David Atienza |
| 2021 | beHEALTHIER: A Microservices Platform for Analyzing and Exploiting Healthcare Data. Argyro Mavrogiorgou, Spyridon Kleftakis, Konstantinos Mavrogiorgos, Nikolaos Zafeiropoulos, Andreas Menychtas, Athanasios Kiourtis, Ilias Maglogiannis, Dimosthenis Kyriazis |