| 2022 | Improving Prediction Models' Propriety in Intensive-Care Unit, by Enforcing an Advance Notice Period. | Tomer Hermelin, Pierre Singer, Nadav Rappoport |
| 2022 | MRI Reconstruction with LassoNet and Compressed Sensing. | Andrea De Gobbis, Aleksander Sadikov, Vida Groznik |
| 2022 | Early Detection and Classification of Patient-Ventilator Asynchrony Using Machine Learning. | Erdi Gao, Goce Ristanoski, Uwe Aickelin, David Berlowitz, Mark Howard |
| 2022 | On Graph Construction for Classification of Clinical Trials Protocols Using Graph Neural Networks. | Sohrab Ferdowsi, Jenny Copara, Racha Gouareb, Nikolay Borissov, Fernando Jaume-Santero, Poorya Amini, Douglas Teodoro |
| 2022 | DP-CTGAN: Differentially Private Medical Data Generation Using CTGANs. | Mei Ling Fang, Devendra Singh Dhami, Kristian Kersting |
| 2022 | Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance Prediction. | Mark Eastwood, Silviu Tudor Marc, Xiaohong W. Gao, Heba Sailem, Judith Offman, Emmanouil Karteris, Angeles Montero Fernandez, Danny Jonigk, William Cookson, Miriam Moffatt, Sanjay Popat, Fayyaz A. Minhas, Jan Lukas Robertus |
| 2022 | A Knowledge Graph Completion Method Applied to Literature-Based Discovery for Predicting Missing Links Targeting Cancer Drug Repurposing. | Ali Daowd, Samina Abidi, Syed Sibte Raza Abidi |
| 2022 | InvUNET: Involuted UNET for Breast Tumor Segmentation from Ultrasound. | Trupti R. Chavan, Kalpesh Prajapati, Kameshwar Rao JV |
| 2022 | RuMedBench: A Russian Medical Language Understanding Benchmark. | Pavel Blinov, Arina Reshetnikova, Aleksandr Nesterov, Galina Zubkova, Vladimir Kokh |
| 2022 | EpidRLearn: Learning Intervention Strategies for Epidemics with Reinforcement Learning. | Maria Bampa, Tobias Fasth, Sindri Magnsson, Panagiotis Papapetrou |
| 2022 | Cordelia: An Application for Automatic ECG Diagnostics. | Lubomir Antoni, Erik Bruoth, Peter Bugata, Peter Bugata Jr., Dvid Gajdos, Simon Horvt, Dvid Hudk, Vladimra Kmecov, Richard Stana, Monika Stankov, Alexander Szabari, Gabriela Vozrikov |
| 2022 | A 3-Window Framework for the Discovery and Interpretation of Predictive Temporal Functional Dependencies. | Beatrice Amico, Carlo Combi |
| 2022 | An Ontology to Support Automatic Drug Dose Titration. | David Riao, Jos Ramn Alonso, Spela Pecnik, Aida Kamisalic |
| 2021 | Transformers for Multi-label Classification of Medical Text: An Empirical Comparison. | Vithya Yogarajan, Jacob Montiel, Tony Smith, Bernhard Pfahringer |
| 2021 | Semantic Web Framework to Computerize Staged Reflex Testing Protocols to Mitigate Underutilization of Pathology Tests for Diagnosing Pituitary Disorders. | William Van Woensel, Manal Elnenaei, Syed Ali Imran, Syed Sibte Raza Abidi |
| 2021 | Addressing Extreme Imbalance for Detecting Medications Mentioned in Twitter User Timelines. | Davy Weissenbacher, Siddharth Rawal, Arjun Magge, Graciela Gonzalez-Hernandez |
| 2021 | A Petri Dish for Histopathology Image Analysis. | Jerry W. Wei, Arief A. Suriawinata, Bing Ren, Xiaoying Liu, Mikhail Lisovsky, Louis J. Vaickus, Charles Brown, Michael Baker, Naofumi Tomita, Lorenzo Torresani, Jason Wei, Saeed Hassanpour |
| 2021 | Outlier Detection for GP Referrals in Otorhinolaryngology. | Chee Keong Wee, Nathan Wee |
| 2021 | Counterfactual Explanations for Survival Prediction of Cardiovascular ICU Patients. | Zhendong Wang, Isak Samsten, Panagiotis Papapetrou |
| 2021 | Effect of Depth Order on Iterative Nested Named Entity Recognition Models. | Perceval Wajsbrt, Yoann Taill, Xavier Tannier |
| 2021 | Stratification of Parkinson's Disease Patients via Multi-view Clustering. | Anita Valmarska, Nada Lavrac, Marko Robnik-Sikonja |
| 2021 | Explanations in Digital Health: The Case of Supporting People Lifestyles. | Milene Santos Teixeira, Ivan Donadello, Mauro Dragoni |
| 2021 | Detection of Junctional Ectopic Tachycardia by Central Venous Pressure. | Xin Tan, Yanwan Dai, Ahmed Imtiaz Humayun, Haoze Chen, Genevera I. Allen, Parag N. Jain |
| 2021 | Using Distribution Divergence to Predict Changes in the Performance of Clinical Predictive Models. | Mohammadamin Tajgardoon, Shyam Visweswaran |
| 2021 | Primary Care Datasets for Early Lung Cancer Detection: An AI Led Approach. | Goce Ristanoski, Jon Emery, Javiera Martinez-Gutierrez, Damien McCarthy, Uwe Aickelin |