| 2021 | Exploiting Clinical Staging Data to Constrain Pseudo-Time Modelling of Disease Progression. | Seyed Erfan Sajjadi, Allan Tucker |
| 2021 | Preliminary analysis of features based on GSR/RR signals for spinal cord injury patients. | Nagore Sagastibeltza, Asier Salazar-Ramirez, Raquel Martnez, Maitane Martinez-Eguiluz, Javier Muguerza, Nora Cvicos Snchez, Montserrat Cuadrado, Mara Luisa Jauregui Abrisqueta |
| 2021 | On the identification of chronodisruption-based biomarkers to estimate pregnancy attempt time. | Ana G. Ra, Noelia Rico-Pachn, Ana Alonso, Elena Daz, S. Irene Daz-Rodrguez |
| 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, Andria F. Silva, Ariane Machado-Lima, Ftima L. S. Nunes, Helena Paula Brentani |
| 2021 | Private Data Sharing in a Secure Cloud-based Application for Acute Stroke Care. | Lcio Henrik A. Reis, Marcela T. de Oliveira, Diogo M. F. Mattos, Slvia D. Olabarriaga |
| 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 | 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 | Semantic Annotation and Classification of Mammography Images using Ontologies. | Juliana Wolf Pereira, Marcela Xavier Ribeiro |
| 2021 | Easing the Questioning of Semantic Biomedical Data. | Arnaldo Pereira, Rui Pedro Lopes, Jos Lus Oliveira |
| 2021 | Evaluating Hierarchical Medical Workflows using Feature Importance. | Urja Pawar, Christopher T. Culbert, Ruairi O'Reilly |
| 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 | Wearable and Continuous Prediction of Passage of Time Perception for Monitoring Mental Health. | Lara Orlandic, Adriana Arza Valds, David Atienza |
| 2021 | Detecting COVID-19 from Breathing and Coughing Sounds using Deep Neural Networks. | Mina A. Nessiem, Mostafa M. Mohamed, Harry Coppock, Alexander Gaskell, Bjrn W. Schuller |
| 2021 | Identification of Signs of Depression Relapse using Audio-visual Cues: A Preliminary Study. | Muhammad Muzammel, Alice Othmani, Himadri Mukherjee, Hanan Salam |
| 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 | CHART-ADAPT: Enabling actionable analytics at the critical care unit bedside. | Laura Moss, Martin Shaw, Ian Piper, John Kinsella, Christopher Hawthorne |
| 2021 | Understanding affective behaviour from physiological signals: Feature learning versus pattern mining. | Natalia Mordvanyuk, Jaume Gauchola, Beatriz Lpez |
| 2021 | Clinical Report Classification: Continually Learning from User Feedback. | Elias Moons, Marie-Francine Moens |
| 2021 | A Preliminary Study on Automatic Detection and Filtering of Artifacts from EEG Signals. | Fernando Moncada Martins, Vctor M. Gonzlez, Vctor lvarez, Beatriz Garca-Lpez, Jos R. Villar |
| 2021 | A Nonverbal Recognition Method to Assist Speech. | Fernando Meloni, Bianca Sicchieri, Patricia Mandr, Renato Bulco Neto, Alessandra Alaniz Macedo |
| 2021 | Sperm Cell Segmentation in Digital Micrographs based on Convolutional Neural Networks using U-Net Architecture. | Roy Melndez, Csar Armando Beltrn Castan, Rosario Medina Rodrguez |
| 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 |
| 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 | Risk Management of a Low-cost Insulin Infusion Pump: A Case Study with a Brazilian Company. | Aldo Martinazzo, Luiz Eduardo Galvo Martins, Sebastio Vagner Aredes, Tatiana Sousa Cunha |
| 2021 | Deep embedded clustering algorithm for clustering PACS repositories. | Teo Manojlovic, Matija Milanic, Ivan Stajduhar |