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Less is More: A Call to Focus on Simpler Models in Genetic Programming for Interpretable Machine Learning2023 ArTS Archivio della ricerca di Trieste (University of Trieste https://www.units.it/) conference-paper Computer Science Evolutionary Algorithms and Applications Open access
Marco Virgolin, Eric Medvet, Tanja Alderliesten, Peter A. N. Bosman
0citations -
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 -
End-to-end prognostication in colorectal cancer by deep learning: a retrospective, multicentre study2023 The Lancet Digital Health article Computer Science AI in cancer detection Open access cited by 1 patent
Xiaofeng Jiang, Michael Hoffmeister, Hermann Brenner, Hannah Sophie Muti, Tanwei Yuan, Sebastian Foersch, +13 more
108citations -
Deep Learning–Based Segmentation and Quantification in Experimental Kidney Histopathology2020 Journal of the American Society of Nephrology article Computer Science AI in cancer detection Open access
Nassim Bouteldja, Barbara M. Klinkhammer, Roman David Bülow, Patrick Droste, Simon Otten, Saskia Freifrau von Stillfried, +12 more
187citations -
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 -
The Influence of Human Annotation on CNN Performance for Anomaly Detection in ICU Data2025 Current Directions in Biomedical Engineering article Computer Science Anomaly Detection Techniques and Applications Open access
Lavinia Goldermann, Simon Fonck, Lena Olivier, Sebastian Johannes Fritsch, André Stollenwerk
0citations -
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 -
Standardised lesion segmentation for imaging biomarker quantitation: a consensus recommendation from ESR and EORTC2022 Insights into Imaging article Computer Science Medical Image Segmentation Techniques Open access
Nandita M. deSouza, Aad van der Lugt, Christophe M. Deroose, Ángel Alberich‐Bayarri, Luc M. Bidaut, Laure S Fournier, +23 more
38citations