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Neural Networks for Survival Prediction in Medicine Using Prognostic Factors: A Review and Critical Appraisal2022 Computational and Mathematical Methods in Medicine article Computer Science Machine Learning in Healthcare Open access
Georgios Kantidakis, Audinga‐Dea Hazewinkel, Marta F. Fiocco
18citations -
Explainable artificial intelligence (XAI) in radiology and nuclear medicine: a literature review2023 Frontiers in Medicine article Computer Science Explainable Artificial Intelligence (XAI) Open access
Bart Marius de Vries, Gerben J.C. Zwezerijnen, George Louis Burchell, Floris H. P. van Velden, C. Willemien Menke‐van der Houven van Oordt, Ronald Boellaard
104citations -
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access
Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert
7citations -
Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) conference-paper Computer Science Privacy-Preserving Technologies in Data Open access
Samuel Belkadi, Libo Ren, Nicolo Micheletti, Lifeng Han, Goran Nenadić
2citations -
Using an artificial intelligence tool incorporating natural language processing to identify patients with a diagnosis of ANCA-associated vasculitis in electronic health records2023 Computers in Biology and Medicine article Computer Science Machine Learning in Healthcare Open access
Jolijn R. van Leeuwen, Erik Lars Penne, Ton J. Rabelink, Rachel Knevel, Y K Onno Teng
20citations -
Decentralized Distributed Multi-institutional PET Image Segmentation Using a Federated Deep Learning Framework2022 Clinical Nuclear Medicine article Computer Science Medical Image Segmentation Techniques Open access
Isaac Shiri, Alireza Vafaei Sadr, Mehdi Amini, Yazdan Salimi, Amirhossein Sanaat, Azadeh Akhavanallaf, +9 more
53citations -
115P Spitz tumor classification using artificial intelligence2025 ESMO Real World Data and Digital Oncology article Computer Science AI in cancer detection Open access
Ruben T. Lucassen, Marjanna Romers, Chiel F Ebbelaar, Antien L. Mooyaart, Liliane C.D. Wynaendts, Nikolas Stathonikos, +4 more
0citations -
Knowledge Representation of a Multicenter Adolescent and Young Adult Cancer Infrastructure: Development of the STRONG AYA Knowledge Graph2026 JCO Clinical Cancer Informatics article Computer Science Semantic Web and Ontologies Open access
Joshi Hogenboom, Varsha Gouthamchand, Charlotte Cairns, Silvie H. M. Janssen, Kirsty M. Way, Andre L.A.J. Dekker, +6 more
0citations -
Discovering multiple antibiotic resistance phenotypes using diverse top-k subgroup list discovery2025 Artificial Intelligence in Medicine article Computer Science Data Mining Algorithms and Applications Open access
Antonio Lopez-Martinez-Carrasco, Hugo Manuel Proença, José M. Juárez, Matthijs van Leeuwen, Manuel Campos
0citations -
Privacy-preserving dataset combination and Lasso regression for healthcare predictions2021 BMC Medical Informatics and Decision Making article Computer Science Privacy-Preserving Technologies in Data Open access
Marie Beth van Egmond, Gabriele Spini, Onno van der Galiën, Arne S. IJpma, Thijs Veugen, Wessel Kraaij, +6 more
50citations -
Meet NUM-ENRICH: A Collaborative National Effort to Extend and Harmonize Research Infrastructures Within the German Network University Medicine2026 Studies in health technology and informatics book-chapter Computer Science Research Data Management Practices Open access
Dagmar Waltemath, Eric Frodl, Gabriele Anton, Oya Beyan, Peter Boor, Andreas Michael Bucher, +11 more
0citations