| 2021 | Predicting Medical Interventions from Vital Parameters: Towards a Decision Support System for Remote Patient Monitoring. | Kain Kordian Gontarska, Weronika Wrazen, Jossekin Beilharz, Robert Schmid, Lauritz Thamsen, Andreas Polze |
| 2021 | Bayesian Deep Active Learning for Medical Image Analysis. | Biraja Ghoshal, Stephen Swift, Allan Tucker |
| 2021 | Uncertainty Estimation in SARS-CoV-2 B-Cell Epitope Prediction for Vaccine Development. | Bhargab Ghoshal, Biraja Ghoshal, Stephen Swift, Allan Tucker |
| 2021 | Detecting Mild Cognitive Impairment Using Smooth Pursuit and a Modified Corsi Task. | Alessia Gerbasi, Vida Groznik, Dejan Georgiev, Lucia Sacchi, Aleksander Sadikov |
| 2021 | Improving the Performance of Melanoma Detection in Dermoscopy Images Using Deep CNN Features. | Himanshu K. Gajera, Mukesh A. Zaveri, Deepak Ranjan Nayak |
| 2021 | Modeling and Representation by Graphs of the Reasoning of an Emergency Doctor: Symptom Checker MedVir. | Loc Etienne, Francis Faux, Olivier Roecker |
| 2021 | Mobile Aided System of Deep-Learning Based Cataract Grading from Fundus Images. | Yaroub Elloumi |
| 2021 | The Myth of Complete AI-Fairness. | Virginia Dignum |
| 2021 | Predicting Drug-Drug Interactions from Heterogeneous Data: An Embedding Approach. | Devendra Singh Dhami, Siwen Yan, Gautam Kunapuli, David Page, Sriraam Natarajan |
| 2021 | The Champollion Project: Automatic Structuration of Clinical Features from Medical Records. | Oliver Hijano Cubelos, Thomas Balezeau, Julien Guerin |
| 2021 | ICU Days-to-Discharge Analysis with Machine Learning Technology. | David Cuadrado, David Riao |
| 2021 | Detection of Parkinson's Disease Early Progressors Using Routine Clinical Predictors. | Marco Cotogni, Lucia Sacchi, Dejan Georgiev, Aleksander Sadikov |
| 2021 | An Application of Recurrent Neural Networks for Estimating the Prognosis of COVID-19 Patients in Northern Italy. | Mattia Chiari, Alfonso Emilio Gerevini, Matteo Olivato, Luca Putelli, Nicholas Rossetti, Ivan Serina |
| 2021 | Seasonality in Infection Predictions Using Interpretable Models for High Dimensional Imbalanced Datasets. | Bernardo Cnovas-Segura, Antonio Morales Nicols, Jos M. Jurez, Manuel Campos |
| 2021 | A Topological Data Analysis Mapper of the Ovarian Folliculogenesis Based on MALDI Mass Spectrometry Imaging Proteomics. | Giulia Campi, Giovanna Nicora, Giulia Fiorentino, Andrew Smith, Fulvio Magni, Silvia Garagna, Maurizio Zuccotti, Riccardo Bellazzi |
| 2021 | fMRI Multiple Missing Values Imputation Regularized by a Recurrent Denoiser. | David Calhas, Rui Henriques |
| 2021 | A Novel Deep Learning Model for COVID-19 Detection from Combined Heterogeneous X-ray and CT Chest Images. | Amir Bouden, Ahmed Ghazi Blaiech, Khaled Ben Khalifa, Asma Ben Abdallah, Mohamed Hdi Bedoui |
| 2021 | TransICD: Transformer Based Code-Wise Attention Model for Explainable ICD Coding. | Biplob Biswas, Thai-Hoang Pham, Ping Zhang |
| 2021 | Identifying Symptom Clusters Through Association Rule Mining. | Mikayla Biggs, Carla Floricel, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, G. Elisabeta Marai, Xinhua Zhang, Guadalupe Canahuate |
| 2021 | Improving Prediction of Low-Prior Clinical Events with Simultaneous General Patient-State Representation Learning. | Matthew Barren, Milos Hauskrecht |
| 2021 | Disentangled Hyperspherical Clustering for Sepsis Phenotyping. | Cheng Cheng, Jason N. Kennedy, Christopher W. Seymour, Jeremy C. Weiss |
| 2021 | Modelling and Assessment of One-Drug Dose Titration. | David Riao, Aida Kamisalic |
| 2020 | Innovative Method to Build Robust Prediction Models When Gold-Standard Outcomes Are Scarce. | Ying Zhu, Roshan Tourani, Adam Sheka, Elizabeth C. Wick, Genevieve B. Melton, Gyrgy J. Simon |
| 2020 | Mortality Risk Score for Critically Ill Patients with Viral or Unspecified Pneumonia: Assisting Clinicians with COVID-19 ECMO Planning. | Helen Zhou, Cheng Cheng, Zachary C. Lipton, George H. Chen, Jeremy C. Weiss |
| 2020 | Diagnostic Prediction with Sequence-of-sets Representation Learning for Clinical Events. | Tianran Zhang, Muhao Chen, Alex A. T. Bui |