| 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 | 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 | Learning Health Systems: An Anonymous Network Routing Protocol. | Thibaud Ecarot, Benot Fraikin, Luc Lavoie, Mark M. McGilchrist, Jean-Franois Ethier |
| 2021 | Automatic Segmentation and Estimation of Ischemic Regions in Oct Angiography Scans. | Macarena Daz, Plcido L. Vidal, Jorge Novo, Marcos Ortega, Manuel G. Penedo |
| 2021 | Personalised Short-Term Glucose Prediction via Recurrent Self-Attention Network. | Ran Cui, Chirath Hettiarachchi, Christopher J. Nolan, Elena Daskalaki, Hanna Suominen |
| 2021 | Black Hole algorithm with convolutional neural networks for the creation of a Brain-Switch using visual perception. | Fabio R. Llorella Costa, Jos Maria Azorn, Gustavo Patow |
| 2021 | Multilevel Clustering Explainer: An Explainable Approach to Electronic Health Records. | Jos Maria Clementino, Bruno S. Faial, Christian C. Bones, Caetano Traina, Marco A. Gutierrez, Agma J. M. Traina |
| 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 | Automatic Detection of Tonic-Clonic and Myoclonic Epileptic Seizures Using Prefrontal Electroencephalography (EEG). | Ana Sofia Carmo, Mariana Abreu, Hugo Plcido da Silva, Ana Lusa Nobre Fred |
| 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, Ftima L. S. Nunes |
| 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 | DETR and YOLOv5: Exploring Performance and Self-Training for Diabetic Foot Ulcer Detection. | Raphael Brngel, Christoph M. Friedrich |
| 2021 | Diagnosing Schizophrenia from Activity Records using Hidden Markov Model Parameters. | Matthias Boeker, Michael A. Riegler, Hugo Lewi Hammer, Pl Halvorsen, Ole Bernt Fasmer, Petter Jakobsen |
| 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 | BERT Model-Based Approach For Detecting Categories of Tweets in the Field of Eating Disorders (ED). | Jos Alberto Bentez-Andrades, Jos-Manuel Alija-Prez, Isaas Garca-Rodrguez, Carmen Benavides, Hctor Alaiz-Moretn, Rafael Pastor Vargas, Mara Teresa Garca-Ords |
| 2021 | Public Perception of the German COVID-19 Contact-Tracing App Corona-Warn-App. | Felix Beierle, Uttam Dhakal, Caroline Cohrdes, Sophie Eicher, Rdiger 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 | Defining and Monitoring Patient Clusters Based on Therapy Adherence in Sleep Apnea Management. | Mourya Karan Reddy Baddam, Matheus Arajo, Jaideep Srivastava |
| 2021 | Facilitating CPAP Adherence with Personalized Recommendations Using Artificial Neural Networks. | Matheus Arajo, Tara Pereira, Jaideep Srivastava, Conrad Iber |
| 2021 | Monitoring Breast Cancer Neoadjuvant Treatment using Thermographic Time Series. | Adriel S. Arajo, Milena H. S. Issa, Petrucio R. T. Medeiros, ngel Snchez, Dbora C. Muchaluat-Saade, Aura Conci |
| 2021 | BioSGAN: Protein-Phenotype Co-mention Classification Using Semi-Supervised Generative Adversarial Networks. | Francis Anokye, Indika Kahanda |
| 2021 | Semi-Supervised Learning for Cervical Precancer Detection. | Sandeep Angara, Peng Guo, Zhiyun Xue, Sameer K. Antani |
| 2021 | An Architecture to Define Cohorts over Medical Imaging Datasets. | Joo Rafael Almeida, Eriksson J. Melicio Monteiro, Jos Lus Oliveira |
| 2021 | How Healthcare Professionals Comprehend Process Models - An Empirical Eye Tracking Analysis. | Michael Winter, Cynthia Bredemeyer, Manfred Reichert, Heiko Neumann, Thomas Probst, Rdiger Pryss |
| 2020 | A Coarse-to-Fine Data Generation Method for 2D and 3D Cell Nucleus Segmentation. | Zhuo Zhao, Hongxiao Wang, Yizhe Zhang, Hao Zheng, Siyuan Zhang, Danny Ziyi Chen |