Table of Contents

• Survival Hierarchical Agglomerative Clustering: A Semi-Supervised Clustering Method Incorporating Survival DataAlexander Lacki, Antonio Martinez Millana. 3-12 [doi]
• Boosted Random Forests for Predicting Treatment Failure of Chemotherapy RegimensMuhammad Usamah Shahid, Muddassar Farooq. 13-24 [doi]
• A Binning Approach for Predicting Long-Term Prognosis in Multiple SclerosisRobbe D'hondt, Sinead Moylett, An Goris, Celine Vens. 25-34 [doi]
• Decision Tree Approaches to Select High Risk Patients for Lung Cancer Screening Based on the UK Primary Care DataTeena Rai, Yuan Shen, Jaspreet Kaur, Jun He 0004, Mufti Mahmud, David J. Brown 0001, David R. Baldwin, Emma O'Dowd, Richard B. Hubbard. 35-39 [doi]
• Causal Discovery with Missing Data in a Multicentric Clinical StudyAlessio Zanga, Alice Bernasconi, Peter J. F. Lucas, Hanny Pijnenborg, Casper Reijnen, Marco Scutari, Fabio Stella. 40-44 [doi]
• Novel Approach for Phenotyping Based on Diverse Top-K Subgroup ListsAntonio Lopez Martinez-Carrasco, Hugo Manuel Proença, Jose M. Juarez, Matthijs van Leeuwen, Manuel Campos. 45-50 [doi]
• Patient Event Sequences for Predicting Hospitalization Length of StayEmil Riis Hansen, Thomas Dyhre Nielsen, Thomas Mulvad, Mads Nibe Stausholm, Tomer Sagi, Katja Hose. 51-56 [doi]
• Autoencoder-Based Prediction of ICU Clinical CodesTsvetan R. Yordanov, Ameen Abu-Hanna, Anita C. J. Ravelli, Iacopo Vagliano. 57-62 [doi]
• Hospital Length of Stay Prediction Based on Multi-modal Data Towards Trustworthy Human-AI Collaboration in RadiomicsHubert Baniecki, Bartlomiej Sobieski, Przemyslaw Bombinski, Patryk Szatkowski, Przemyslaw Biecek. 65-74 [doi]
• Explainable Artificial Intelligence for Cytological Image AnalysisStefan Röhrl, Hendrik Maier, Manuel Lengl, Christian Klenk, Dominik Heim, Martin Knopp, Simon Schumann, Oliver Hayden, Klaus Diepold. 75-85 [doi]
• Federated Learning to Improve Counterfactual Explanations for Sepsis Treatment PredictionChristoph Düsing, Philipp Cimiano. 86-96 [doi]
• Explainable AI for Medical Event Prediction for Heart Failure PatientsWeronika Wrazen, Kain Kordian Gontarska, Felix Grzelka, Andreas Polze. 97-107 [doi]
• Adversarial Robustness and Feature Impact Analysis for Driver Drowsiness DetectionJoão Vitorino, Lourenço Abrunhosa Rodrigues, Eva Maia, Isabel Praça, André Lourenço. 108-113 [doi]
• Computational Evaluation of Model-Agnostic Explainable AI Using Local Feature Importance in HealthcareSeda Polat Erdeniz, Michael Schrempf, Diether Kramer, Peter P. Rainer, Alexander Felfernig, Trang N. T. Tran, Tamim Burgstaller, Sebastian Lubos. 114-119 [doi]
• Batch Integrated Gradients: Explanations for Temporal Electronic Health RecordsJamie Andrew Duell, Xiuyi Fan, Hsuan Fu, Monika Seisenberger. 120-124 [doi]
• Improving Stroke Trace Classification Explainability Through CounterexamplesGiorgio Leonardi, Stefania Montani, Manuel Striani. 125-129 [doi]
• Spatial Knowledge Transfer with Deep Adaptation Network for Predicting Hospital ReadmissionAmeen Abdel Hai, Mark G. Weiner, Alice Livshits, Jeremiah R. Brown, Anuradha Paranjape, Zoran Obradovic, Daniel J. Rubin. 130-139 [doi]
• Dealing with Data Scarcity in Rare Diseases: Dynamic Bayesian Networks and Transfer Learning to Develop Prognostic Models of Amyotrophic Lateral SclerosisEnrico Longato, Erica Tavazzi, Adriano Chiò, Gabriele Mora, Giovanni Sparacino, Barbara Di Camillo. 140-150 [doi]
• A Rule-Free Approach for Cardiological Registry Filling from Italian Clinical Notes with Question Answering TransformersTommaso Mario Buonocore, Enea Parimbelli, Valentina Tibollo, Carlo Napolitano, Silvia G. Priori, Riccardo Bellazzi. 153-162 [doi]
• Classification of Fall Types in Parkinson's Disease from Self-report Data Using Natural Language ProcessingJeanne M. Powell, Yuting Guo, Abeed Sarker, J. Lucas McKay. 163-172 [doi]
• BERT for Complex Systematic Review Screening to Support the Future of Medical ResearchMarta Hasny, Alexandru-Petru Vasile, Mario Gianni, Alexandra Bannach-Brown, Mona Nasser, Murray MacKay, Diana Donovan, Jernej Sorli, Ioana Domocos, Milad Dulloo, Nimita Patel, Olivia Drayson, Nicole Meerah Elango, Jéromine Vacquie, Ana Patricia Ayala, Anna Fogtman. 173-182 [doi]
• GGTWEAK: Gene Tagging with Weak Supervision for German Clinical TextSandro Steinwand, Florian Borchert, Silvia Winkler, Matthieu-P. Schapranow. 183-192 [doi]
• Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical NotesAuke Elfrink, Iacopo Vagliano, Ameen Abu-Hanna, Iacer Calixto. 193-198 [doi]
• Machine Learning Models for Automatic Gene Ontology Annotation of Biological TextsJayati H. Jui, Milos Hauskrecht. 199-204 [doi]
• A Robust BKSVD Method for Blind Color Deconvolution and Blood Detection on H &E Histological ImagesFernando Pérez-Bueno, Kjersti Engan, Rafael Molina 0001. 207-217 [doi]
• Can Knowledge Transfer Techniques Compensate for the Limited Myocardial Infarction Data by Leveraging Hæmodynamics? An in silico StudyRiccardo Tenderini, Federico Betti, Ortal Yona Senouf, Olivier Muller, Simone Deparis, Annalisa Buffa, Emmanuel Abbe. 218-228 [doi]
• COVID-19 Diagnosis in 3D Chest CT Scans with Attention-Based ModelsKathrin Hartmann, Enrique Hortal. 229-238 [doi]
• Generalized Deep Learning-Based Proximal Gradient Descent for MR ReconstructionGuanxiong Luo, Mengmeng Kuang, Peng Cao. 239-244 [doi]
• Crowdsourcing Segmentation of Histopathological Images Using Annotations Provided by Medical StudentsMiguel López-Pérez, Pablo Morales Álvarez, Lee A. D. Cooper, Rafael Molina 0001, Aggelos K. Katsaggelos. 245-249 [doi]
• Automatic Sleep Stage Classification on EEG Signals Using Time-Frequency RepresentationPaul Dequidt, Mathieu Seraphim, Alexis Lechervy, Ivan Igor Gaez, Luc Brun, Olivier Etard. 250-259 [doi]
• Learning EKG Diagnostic Models with Hierarchical Class Label DependenciesJunheng Wang, Milos Hauskrecht. 260-270 [doi]
• Discriminant Audio Properties in Deep Learning Based Respiratory Insufficiency Detection in Brazilian PortugueseMarcelo Matheus Gauy, Larissa Cristina Berti, Arnaldo Candido Jr., Augusto Camargo Neto, Alfredo Goldman, Anna Sara Shafferman Levin, Marcus Martins, Beatriz Raposo de Medeiros, Marcelo Queiroz, Ester Cerdeira Sabino, Flaviane Romani Fernandes Svartman, Marcelo Finger. 271-275 [doi]
• ECGAN: Self-supervised Generative Adversarial Network for ElectrocardiographyLorenzo Simone, Davide Bacciu. 276-280 [doi]
• Nation-Wide ePrescription Data Reveals Landscape of Physicians and Their Drug Prescribing Patterns in SloveniaPavlin G. Policar, Dalibor Stanimirovic, Blaz Zupan. 283-292 [doi]
• Machine Learning Based Prediction of Incident Cases of Crohn's Disease Using Electronic Health Records from a Large Integrated Health SystemJulian Hugo, Susanne Ibing, Florian Borchert, Jan-Philipp Sachs, Judy Cho, Ryan C. Ungaro, Erwin P. Böttinger. 293-302 [doi]
• Prognostic Prediction of Pediatric DHF in Two Hospitals in ThailandPeter Haddawy, Myat Su Yin, Panhavath Meth, Araya Srikaew, Chonnikarn Wavemanee, Saranath Lawpoolsri Niyom, Kanokwan Sriraksa, Wannee Limpitikul, Preedawadee Kittirat, Prida Malasit, Panisadee Avirutnan, Dumrong Mairiang. 303-312 [doi]
• The Impact of Bias on Drift Detection in AI Health SoftwareAsal Khoshravan Azar, Barbara Draghi, Ylenia Rotalinti, Puja Myles, Allan Tucker. 313-322 [doi]
• A Topological Data Analysis Framework for Computational PhenotypingGiuseppe Albi, Alessia Gerbasi, Mattia Chiesa, Gualtiero I. Colombo, Riccardo Bellazzi, Arianna Dagliati. 323-327 [doi]
• Ranking of Survival-Related Gene Sets Through Integration of Single-Sample Gene Set Enrichment and Survival AnalysisMartin Spendl, Jaka Kokosar, Ela Praznik, Luka Ausec, Blaz Zupan. 328-337 [doi]
• Supporting the Prediction of AKI Evolution Through Interval-Based Approximate Predictive Functional DependenciesBeatrice Amico, Carlo Combi. 341-346 [doi]
• Integrating Ontological Knowledge with Probability Data to Aid Diagnosis in RadiologyCharles E. Kahn. 347-351 [doi]
• Ontology Model for Supporting Process Mining on Healthcare-Related DataJosé Antonio Miñarro-Giménez, Carlos Fernández-Llatas, Begoña Martínez-Salvador, Catalina Martínez-Costa, Mar Marcos, Jesualdo Tomás Fernández-Breis. 352-356 [doi]
• Real-World Evidence Inclusion in Guideline-Based Clinical Decision Support Systems: Breast Cancer Use CaseJordi Torres, Eduardo Alonso, Nekane Larburu. 357-361 [doi]
• Decentralized Web-Based Clinical Decision Support Using Semantic GLEAN WorkflowsWilliam Van Woensel, Samina Abidi, Syed Sibte Raza Abidi. 362-367 [doi]
• An Interactive Dashboard for Patient Monitoring and Management: A Support Tool to the Continuity of Care CentreMariachiara Savino, Nicola Acampora, Carlotta Masciocchi, Roberto Gatta, Chiara Dachena, Stefania Orini, Andrea Cambieri, Francesco Landi, Graziano Onder, Andrea Russo, Sara Salini, Vincenzo Valentini, Andrea Damiani, Stefano Patarnello, Christian Barillaro. 368-372 [doi]
• A General-Purpose AI Assistant Embedded in an Open-Source Radiology Information SystemSaptarshi Purkayastha, Rohan Isaac, Sharon Anthony, Shikhar Shukla, Elizabeth A. Krupinski, Joshua A. Danish, Judy Wawira Gichoya. 373-377 [doi]
• Management of Patient and Physician Preferences and Explanations for Participatory Evaluation of Treatment with an Ethical SealÒscar Raya, Xavier Castells, David Ramírez, Beatriz López 0001. 378-383 [doi]