iMIMIC 2023 special issue

https://doi.org/10.59275/j.melba.2024-546e

Workshop on Interpretability of Machine Intelligence in Medical Image Computing (iMIMIC)

Guest editors,
  • Mauricio Reyes, University of Bern;
  • Jaime Cardoso, INESC Porto, Universidade do Porto;
  • Jayashree Kalpathy-Cramer, MGH Harvard University;
  • Nguyen Le Minh, Japan Advanced Institute of Science and Technology;
  • Pedro Abreu, CISUC and University of Coimbra;
  • José Amorim, CISUC and University of Coimbra;
  • Wilson Silva, Utrecht University;
  • Mara Graziani, HES-SO Valais-Wallis;
  • Amith Kamath, University of Bern.
Workshop page

4 papers


Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder cover file

Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder

2024/09/30
iMIMIC 2023 special issue

Matan AtadDepartment of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Germany
Institute for Artificial Intelligence and Computer Science in Medicine, Technical University of Munich, Germany
, David SchinzDepartment of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Germany, Hendrik MoellerDepartment of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Germany
Institute for Artificial Intelligence and Computer Science in Medicine, Technical University of Munich, Germany
, Robert GrafDepartment of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Germany
Institute for Artificial Intelligence and Computer Science in Medicine, Technical University of Munich, Germany
, Benedikt WiestlerDepartment of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Germany
AI for Image-Guided Diagnosis and Therapy, Technical University of Munich, Germany
, Daniel RueckertInstitute for Artificial Intelligence and Computer Science in Medicine, Technical University of Munich, Germany, Nassir NavabComputer Aided Medical Procedures, Technical University of Munich, Germany, Jan S. KirschkeDepartment of Diagnostic and Interventional Neuroradiology, Klinikum rechts der Isar, Technical University of Munich, Germany, Matthias KeicherComputer Aided Medical Procedures, Technical University of Munich, Germany