Abstract is missing.
- Explainable Decision Support Using Task Network Models in Notation3: Computerizing Lipid Management Clinical Guidelines as Interactive Task NetworksWilliam Van Woensel, Samina Abidi, Karthik Tennankore, George Worthen, Syed Sibte Raza Abidi. 3-13 [doi]
- Towards an AI Planning-Based Pipeline for the Management of Multimorbid PatientsMalvika Rao, Martin Michalowski, Szymon Wilk, Wojtek Michalowski, Amanda Coles, Marc Carrier. 14-23 [doi]
- A Knowledge Graph Completion Method Applied to Literature-Based Discovery for Predicting Missing Links Targeting Cancer Drug RepurposingAli Daowd, Samina Abidi, Syed Sibte Raza Abidi. 24-34 [doi]
- An Ontology to Support Automatic Drug Dose TitrationDavid Riaño 0001, José Ramón Alonso, Spela Pecnik, Aida Kamisalic. 35-46 [doi]
- Ontological Representation of Causal Relations for a Deep Understanding of Associations Between Variables in EpidemiologyThibaut Pressat Laffouilhère, Julien Grosjean, Jean Pinson, Stéfan Jacques Darmoni, Emilie Leveque, Emilie Lanoy, Jacques Benichou, Lina Fatima Soualmia. 47-56 [doi]
- Explainable Clinical Decision Support: Towards Patient-Facing Explanations for Education and Long-Term Behavior ChangeWilliam Van Woensel, Floriano Scioscia, Giuseppe Loseto, Oshani Seneviratne, Evan W. Patton, Samina Abidi, Lalana Kagal. 57-62 [doi]
- Assessing Knee Osteoarthritis Severity and Biomechanical Changes After Total Knee Arthroplasty Using Self-organizing MapsKathryn Young-Shand, Patrice C. Roy, Michael Dunbar, Syed Sibte Raza Abidi, Janie Wilson. 65-75 [doi]
- NeuralSympCheck: A Symptom Checking and Disease Diagnostic Neural Model with Logic RegularizationAleksandr Nesterov, Bulat Ibragimov, Dmitriy Umerenkov, Artem Shelmanov, Galina Zubkova, Vladimir Kokh. 76-87 [doi]
- Extracting Surrogate Decision Trees from Black-Box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft SurvivalJaber Rad, Karthik K. Tennankore, Amanda Vinson, Syed Sibte Raza Abidi. 88-98 [doi]
- Recurrence and Self-attention vs the Transformer for Time-Series Classification: A Comparative StudyAlexander Katrompas, Theodoros Ntakouris, Vangelis Metsis. 99-109 [doi]
- Integrating Graph Convolutional Networks (GCNNs) and Long Short-Term Memory (LSTM) for Efficient Diagnosis of AutismKashaf Masood, Rasha F. Kashef. 110-121 [doi]
- Hierarchical Deep Multi-task Learning for Classification of Patient DiagnosesSalim Malakouti, Milos Hauskrecht. 122-132 [doi]
- TTS-GAN: A Transformer-Based Time-Series Generative Adversarial NetworkXiaomin Li, Vangelis Metsis, Huangyingrui Wang, Anne Hee Hiong Ngu. 133-143 [doi]
- Instrumented Timed Up and Go Test Using Inertial Sensors from Consumer Wearable DevicesMiguel Matey-Sanz, Alberto González-Pérez, Sven Casteleyn, Carlos Granell. 144-154 [doi]
- Learning to Adapt Dynamic Clinical Event Sequences with Residual Mixture of ExpertsJeong Min Lee, Milos Hauskrecht. 155-166 [doi]
- Improving Prediction Models' Propriety in Intensive-Care Unit, by Enforcing an Advance Notice PeriodTomer Hermelin, Pierre Singer, Nadav Rappoport. 167-177 [doi]
- DP-CTGAN: Differentially Private Medical Data Generation Using CTGANsMei Ling Fang, Devendra Singh Dhami, Kristian Kersting. 178-188 [doi]
- EpidRLearn: Learning Intervention Strategies for Epidemics with Reinforcement LearningMaria Bampa, Tobias Fasth, Sindri Magnusson, Panagiotis Papapetrou. 189-199 [doi]
- Discovering Instantaneous Granger Causalities in Non-stationary Categorical Time Series DataNoor Jamaludeen, Vishnu Unnikrishnan, André Brechmann, Myra Spiliopoulou. 200-209 [doi]
- Comparison of Classification with Reject Option Approaches on MIMIC-IV DatasetGerta Salillari, Nadav Rappoport. 210-219 [doi]
- Predicting Waiting Time and Quality of Kidney Offers for Kidney Transplant CandidatesJonathan Jalbert, Héloïse Cardinal, Andrea Lodi 0001, Jean-Noël Weller, Hugo-Maxime Tocco. 220-229 [doi]
- Wrist Ultrasound Segmentation by Deep LearningYuyue Zhou, Abhilash Rakkunedeth, Christopher Keen, Jessica Knight, Jacob L. Jaremko. 230-237 [doi]
- Early Detection and Classification of Patient-Ventilator Asynchrony Using Machine LearningErdi Gao, Goce Ristanoski, Uwe Aickelin, David Berlowitz, Mark Howard. 238-248 [doi]
- On Graph Construction for Classification of Clinical Trials Protocols Using Graph Neural NetworksSohrab Ferdowsi, Jenny Copara, Racha Gouareb, Nikolay Borissov, Fernando Jaume-Santero, Poorya Amini, Douglas Teodoro. 249-259 [doi]
- Malignant Mesothelioma Subtyping of Tissue Images via Sampling Driven Multiple Instance PredictionMark Eastwood, Silviu Tudor Marc, Xiaohong Gao, Heba Sailem, Judith Offman, Emmanouil Karteris, Angeles Montero Fernandez, Danny Jonigk, William Cookson, Miriam Moffatt, Sanjay Popat, Fayyaz Minhas, Jan Lukas Robertus. 263-272 [doi]
- Calibrating Histopathology Image Classifiers Using Label SmoothingJerry W. Wei, Lorenzo Torresani, Jason Wei, Saeed Hassanpour. 273-282 [doi]
- InvUNET: Involuted UNET for Breast Tumor Segmentation from UltrasoundTrupti Chavan, Kalpesh Prajapati, Kameshwar Rao JV. 283-290 [doi]
- MRI Reconstruction with LassoNet and Compressed SensingAndrea De Gobbis, Aleksander Sadikov, Vida Groznik. 291-295 [doi]
- A 3-Window Framework for the Discovery and Interpretation of Predictive Temporal Functional DependenciesBeatrice Amico, Carlo Combi. 299-309 [doi]
- When Can I Expect the mHealth User to Return? Prediction Meets Time Series with GapsMiro Schleicher, Rüdiger Pryss, Winfried Schlee, Myra Spiliopoulou. 310-320 [doi]
- The Transition Law of Sepsis Patients' Illness States Based on Complex NetworkRuolin Wang, Jingming Liu, Zheng Chen, Minghui Gong, Chunping Li, Wei Guo. 321-331 [doi]
- Learning a Battery of COVID-19 Mortality Prediction Models by Multi-objective OptimizationMario Martínez-García, Susana García-Gutierrez, Rubén Armañanzas, Adrián Díaz, Iñaki Inza, José Antonio Lozano. 332-342 [doi]
- Oblique Dipolar Tree for Survival Data with Time-Varying CovariatesMalgorzata Kretowska. 343-352 [doi]
- An Anytime Querying Algorithm for Predicting Cardiac Arrest in Children: Work-in-ProgressMichael A. Skinner, Priscilla Yu, Lakshmi Raman, Sriraam Natarajan. 353-357 [doi]
- A Novel Survival Analysis Approach to Predict the Need for Intubation in Intensive Care UnitsMichela Venturini, Ingrid Van Keilegom, Wouter De Corte, Celine Vens. 358-364 [doi]
- Awareness of Being Tested and Its Effect on Reading BehaviourMarta Malavolta, Emiliano Trimarco, Vida Groznik, Aleksander Sadikov. 365-370 [doi]
- Generating Extremely Short Summaries from the Scientific Literature to Support Decisions in Primary Healthcare: A Human Evaluation StudyPrimoz Kocbek, Lucija Gosak, Kasandra Musovic, Gregor Stiglic. 373-382 [doi]
- RuMedBench: A Russian Medical Language Understanding BenchmarkPavel Blinov, Arina Reshetnikova, Aleksandr Nesterov, Galina Zubkova, Vladimir Kokh. 383-392 [doi]
- Biomedical Semantic Textual Similarity: Evaluation of Sentence Representations Enhanced with Principal Component Reduction and Word Frequency Weighting - Student Paper SubmissionKlaudia Kantor, Mikolaj Morzy. 393-403 [doi]
- Blockchain and IoT Enhanced Clinical WorkflowManan Shukla, Jianjing Lin, Oshani Seneviratne. 407-411 [doi]
- The PERISCOPE Data Atlas: A Demonstration of Release v1.2Enea Parimbelli, Cristiana Larizza, Vladimir Urosevic, Andrea Pogliaghi, Manuel Ottaviano, Cindy Cheng, Vincent Benoit, Daniele Pala, Vittorio Casella, Riccardo Bellazzi, Paolo Giudici. 412-415 [doi]
- Cordelia: An Application for Automatic ECG DiagnosticsLubomir Antoni, Erik Bruoth, Peter Bugata, Peter Bugata, Dávid Gajdos, Simon Horvát, Dávid Hudák, Vladimíra Kmecová, Richard Stana, Monika Stanková, Alexander Szabari, Gabriela Vozáriková. 416-420 [doi]
- Clinical Guidelines as Executable and Interactive Workflows with FHIR-Compliant Health Data Input Using GLEANWilliam Van Woensel, Samina Abidi, Karthik Tennankore, George Worthen, Syed Sibte Raza Abidi. 421-425 [doi]
- A Goal-Oriented Methodology for Treatment of Patients with Multimorbidity - Goal Comorbidities (GoCom) Proof-of-Concept DemonstrationAlexandra Kogan, Mor Peleg, Samson W. Tu, Raviv Allon, Natanel Khaitov, Irit Hochberg. 426-430 [doi]
- Development of AI-Enabled Apps by Patients and Domain Experts Using the Punya Platform: A Case Study for DiabetesEvan W. Patton, William Van Woensel, Oshani Seneviratne, Giuseppe Loseto, Floriano Scioscia, Lalana Kagal. 431-435 [doi]
- Using Visual Analytics to Optimize Blood Product Inventory at a Hospital's Blood Transfusion ServiceJaber Rad, Jason G. Quinn, Calvino Cheng, Samina Raza Abidi, Robert Liwski, Syed Sibte Raza Abidi. 436-440 [doi]