| 2022 | A 3-Window Framework for the Discovery and Interpretation of Predictive Temporal Functional Dependencies. Beatrice Amico, Carlo Combi |
| 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 | 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 | A Novel Survival Analysis Approach to Predict the Need for Intubation in Intensive Care Units. Michela Venturini, Ingrid Van Keilegom, Wouter De Corte, Celine Vens |
| 2022 | An Anytime Querying Algorithm for Predicting Cardiac Arrest in Children: Work-in-Progress. Michael A. Skinner, Priscilla Yu, Lakshmi Raman, Sriraam Natarajan |
| 2022 | An Ontology to Support Automatic Drug Dose Titration. David Riaño, José Ramón Alonso, Spela Pecnik, Aida Kamisalic |
| 2022 | Artificial Intelligence in Medicine - 20th International Conference on Artificial Intelligence in Medicine, AIME 2022, Halifax, NS, Canada, June 14-17, 2022, Proceedings Martin Michalowski, Syed Sibte Raza Abidi, Samina Abidi |
| 2022 | Assessing Knee Osteoarthritis Severity and Biomechanical Changes After Total Knee Arthroplasty Using Self-organizing Maps. Kathryn Young-Shand, Patrice C. Roy, Michael Dunbar, Syed Sibte Raza Abidi, Janie Wilson |
| 2022 | Awareness of Being Tested and Its Effect on Reading Behaviour. Marta Malavolta, Emiliano Trimarco, Vida Groznik, Aleksander Sadikov |
| 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 | Blockchain and IoT Enhanced Clinical Workflow. Manan Shukla, Jianjing Lin, Oshani Seneviratne |
| 2022 | Calibrating Histopathology Image Classifiers Using Label Smoothing. Jerry W. Wei, Lorenzo Torresani, Jason Wei, Saeed Hassanpour |
| 2022 | Clinical Guidelines as Executable and Interactive Workflows with FHIR-Compliant Health Data Input Using GLEAN. William Van Woensel, Samina Abidi, Karthik K. Tennankore, George Worthen, Syed Sibte Raza Abidi |
| 2022 | Comparison of Classification with Reject Option Approaches on MIMIC-IV Dataset. Gerta Salillari, Nadav Rappoport |
| 2022 | Cordelia: An Application for Automatic ECG Diagnostics. Lubomir Antoni, Erik Bruoth, Peter Bugata, Peter Bugata Jr., Dávid Gajdos, Simon Horvát, Dávid Hudák, Vladimíra Kmecová, Richard Stana, Monika Stanková, Alexander Szabari, Gabriela Vozáriková |
| 2022 | DP-CTGAN: Differentially Private Medical Data Generation Using CTGANs. Mei Ling Fang, Devendra Singh Dhami, Kristian Kersting |
| 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 | Discovering Instantaneous Granger Causalities in Non-stationary Categorical Time Series Data. Noor Jamaludeen, Vishnu Unnikrishnan, André Brechmann, Myra Spiliopoulou |
| 2022 | Early Detection and Classification of Patient-Ventilator Asynchrony Using Machine Learning. Erdi Gao, Goce Ristanoski, Uwe Aickelin, David Berlowitz, Mark Howard |
| 2022 | EpidRLearn: Learning Intervention Strategies for Epidemics with Reinforcement Learning. Maria Bampa, Tobias Fasth, Sindri Magnússon, Panagiotis Papapetrou |
| 2022 | Explainable Clinical Decision Support: Towards Patient-Facing Explanations for Education and Long-Term Behavior Change. William Van Woensel, Floriano Scioscia, Giuseppe Loseto, Oshani Seneviratne, Evan W. Patton, Samina Abidi, Lalana Kagal |
| 2022 | Explainable Decision Support Using Task Network Models in Notation3: Computerizing Lipid Management Clinical Guidelines as Interactive Task Networks. William Van Woensel, Samina Abidi, Karthik K. Tennankore, George Worthen, Syed Sibte Raza Abidi |
| 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 | 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 | Hierarchical Deep Multi-task Learning for Classification of Patient Diagnoses. Salim Malakouti, Milos Hauskrecht |
| 2022 | Improving Prediction Models' Propriety in Intensive-Care Unit, by Enforcing an Advance Notice Period. Tomer Hermelin, Pierre Singer, Nadav Rappoport |
| 2022 | Instrumented Timed Up and Go Test Using Inertial Sensors from Consumer Wearable Devices. Miguel Matey-Sanz, Alberto González-Pérez, 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 | InvUNET: Involuted UNET for Breast Tumor Segmentation from Ultrasound. Trupti R. Chavan, Kalpesh Prajapati, Kameshwar Rao JV |
| 2022 | Learning a Battery of COVID-19 Mortality Prediction Models by Multi-objective Optimization. Mario Martínez-García, Susana García-Gutierrez, Rubén Armañanzas, Adrián Díaz, Iñaki Inza, José Antonio Lozano |
| 2022 | Learning to Adapt Dynamic Clinical Event Sequences with Residual Mixture of Experts. Jeongmin Lee, Milos Hauskrecht |
| 2022 | MRI Reconstruction with LassoNet and Compressed Sensing. Andrea De Gobbis, Aleksander Sadikov, Vida Groznik |
| 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 | 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 | Oblique Dipolar Tree for Survival Data with Time-Varying Covariates. Malgorzata Kretowska |
| 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 | Ontological Representation of Causal Relations for a Deep Understanding of Associations Between Variables in Epidemiology. Thibaut Pressat Laffouilhère, Julien Grosjean, Jean Pinson, Stéfan Jacques Darmoni, Emilie Leveque, Emilie Lanoy, Jacques Benichou, Lina Fatima Soualmia |
| 2022 | Predicting Waiting Time and Quality of Kidney Offers for Kidney Transplant Candidates. Jonathan Jalbert, Héloïse Cardinal, Andrea Lodi, Jean-Noël Weller, Hugo-Maxime Tocco |
| 2022 | Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative Study. Alexander Katrompas, Theodoros Ntakouris, Vangelis Metsis |
| 2022 | RuMedBench: A Russian Medical Language Understanding Benchmark. Pavel Blinov, Arina Reshetnikova, Aleksandr Nesterov, Galina Zubkova, Vladimir Kokh |
| 2022 | TTS-GAN: A Transformer-Based Time-Series Generative Adversarial Network. Xiaomin Li, Vangelis Metsis, Huangyingrui Wang, Anne Hee Hiong Ngu |
| 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 | The Transition Law of Sepsis Patients' Illness States Based on Complex Network. Ruolin Wang, Jingming Liu, Zheng Chen, Minghui Gong, Chunping Li, Wei Guo |
| 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 | 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 | When Can I Expect the mHealth User to Return? Prediction Meets Time Series with Gaps. Miro Schleicher, Rüdiger Pryss, Winfried Schlee, Myra Spiliopoulou |
| 2022 | Wrist Ultrasound Segmentation by Deep Learning. Yuyue Zhou, Abhilash Rakkunedeth, Christopher Keen, Jessica Knight, Jacob L. Jaremko |