| 2022 | An Anytime Querying Algorithm for Predicting Cardiac Arrest in Children: Work-in-Progress. | Michael A. Skinner, Priscilla Yu, Lakshmi Raman, Sriraam Natarajan |
| 2022 | Blockchain and IoT Enhanced Clinical Workflow. | Manan Shukla, Jianjing Lin, Oshani Seneviratne |
| 2022 | When Can I Expect the mHealth User to Return? Prediction Meets Time Series with Gaps. | Miro Schleicher, Rdiger Pryss, Winfried Schlee, Myra Spiliopoulou |
| 2022 | Comparison of Classification with Reject Option Approaches on MIMIC-IV Dataset. | Gerta Salillari, Nadav Rappoport |
| 2022 | Towards an AI Planning-Based Pipeline for the Management of Multimorbid Patients. | Malvika Rao, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Amanda Jane Coles, Marc Carrier |
| 2022 | Extracting Surrogate Decision Trees from Black-Box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival. | Jaber Rad, Karthik K. Tennankore, Amanda Vinson, Syed Sibte Raza Abidi |
| 2022 | Using Visual Analytics to Optimize Blood Product Inventory at a Hospital's Blood Transfusion Service. | Jaber Rad, Jason G. Quinn, Calvino Cheng, Samina Raza Abidi, Robert Liwski, Syed Sibte Raza Abidi |
| 2022 | Development of AI-Enabled Apps by Patients and Domain Experts Using the Punya Platform: A Case Study for Diabetes. | Evan W. Patton, William Van Woensel, Oshani Seneviratne, Giuseppe Loseto, Floriano Scioscia, Lalana Kagal |
| 2022 | The PERISCOPE Data Atlas: A Demonstration of Release v1.2. | Enea Parimbelli, Cristiana Larizza, Vladimir Urosevic, Andrea Pogliaghi, Manuel Ottaviano, Cindy Cheng, Vincent Benoit, Daniele Pala, Vittorio Casella, Riccardo Bellazzi, Paolo Giudici |
| 2022 | NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic Regularization. | Aleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh |
| 2022 | Instrumented Timed Up and Go Test Using Inertial Sensors from Consumer Wearable Devices. | Miguel Matey-Sanz, Alberto Gonzlez-Prez, Sven Casteleyn, Carlos Granell |
| 2022 | Integrating Graph Convolutional Networks (GCNNs) and Long Short-Term Memory (LSTM) for Efficient Diagnosis of Autism. | Kashaf Masood, Rasha F. Kashef |
| 2022 | Learning a Battery of COVID-19 Mortality Prediction Models by Multi-objective Optimization. | Mario Martnez-Garca, Susana Garca-Gutierrez, Rubn Armaanzas, Adrin Daz, Iaki Inza, Jos Antonio Lozano |
| 2022 | Awareness of Being Tested and Its Effect on Reading Behaviour. | Marta Malavolta, Emiliano Trimarco, Vida Groznik, Aleksander Sadikov |
| 2022 | Hierarchical Deep Multi-task Learning for Classification of Patient Diagnoses. | Salim Malakouti, Milos Hauskrecht |
| 2022 | TTS-GAN: A Transformer-Based Time-Series Generative Adversarial Network. | Xiaomin Li, Vangelis Metsis, Huangyingrui Wang, Anne Hee Hiong Ngu |
| 2022 | Learning to Adapt Dynamic Clinical Event Sequences with Residual Mixture of Experts. | Jeongmin Lee, Milos Hauskrecht |
| 2022 | Ontological Representation of Causal Relations for a Deep Understanding of Associations Between Variables in Epidemiology. | Thibaut Pressat Laffouilhre, Julien Grosjean, Jean Pinson, Stfan Jacques Darmoni, Emilie Leveque, Emilie Lanoy, Jacques Benichou, Lina Fatima Soualmia |
| 2022 | Oblique Dipolar Tree for Survival Data with Time-Varying Covariates. | Malgorzata Kretowska |
| 2022 | A Goal-Oriented Methodology for Treatment of Patients with Multimorbidity - Goal Comorbidities (GoCom) Proof-of-Concept Demonstration. | Alexandra Kogan, Mor Peleg, Samson W. Tu, Raviv Allon, Natanel Khaitov, Irit Hochberg |
| 2022 | Generating Extremely Short Summaries from the Scientific Literature to Support Decisions in Primary Healthcare: A Human Evaluation Study. | Primoz Kocbek, Lucija Gosak, Kasandra Musovic, Gregor Stiglic |
| 2022 | Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative Study. | Alexander Katrompas, Theodoros Ntakouris, Vangelis Metsis |
| 2022 | Biomedical Semantic Textual Similarity: Evaluation of Sentence Representations Enhanced with Principal Component Reduction and Word Frequency Weighting - Student Paper Submission. | Klaudia Kantor, Mikolaj Morzy |
| 2022 | Discovering Instantaneous Granger Causalities in Non-stationary Categorical Time Series Data. | Noor Jamaludeen, Vishnu Unnikrishnan, Andr Brechmann, Myra Spiliopoulou |
| 2022 | Predicting Waiting Time and Quality of Kidney Offers for Kidney Transplant Candidates. | Jonathan Jalbert, Hlose Cardinal, Andrea Lodi, Jean-Nol Weller, Hugo-Maxime Tocco |