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;
  • Jaime Cardoso;
  • Jayashree Kalpathy-Cramer;
  • Nguyen Le Minh;
  • Pedro Abreu;
  • José Amorim;
  • Wilson Silva;
  • Mara Graziani;
  • Amith Kamath.
Workshop page

4 papers


Atlas-Based Interpretable Age Prediction In Whole-Body MR Images cover file

Atlas-Based Interpretable Age Prediction In Whole-Body MR Images

2024/11/26
iMIMIC 2023 special issue

Sophie StarckArtificial Intelligence in Healthcare and Medicine, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany, Yadunandan Vivekanand KiniArtificial Intelligence in Healthcare and Medicine, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany, Jessica J. M. RitterInstitute of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine, Munich, Germany, Rickmer BrarenArtificial Intelligence in Healthcare and Medicine, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany
Institute of Diagnostic and Interventional Radiology, Technical University of Munich, School of Medicine, Munich, Germany
German Cancer Consortium (DKTK), Munich partner site, Heidelberg, Germany, Daniel RueckertArtificial Intelligence in Healthcare and Medicine, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany
BioMedIA, Department of Computing, Imperial College London, UK, Tamara T. MuellerArtificial Intelligence in Healthcare and Medicine, School of Computation, Information and Technology, Technical University of Munich, Munich, Germany

PDF · arXiv
Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation cover file

Leveraging CAM Algorithms for Explaining Medical Semantic Segmentation

2024/10/01
iMIMIC 2023 special issue

Tillmann RheudeTU Darmstadt, Darmstadt, Germany
Fraunhofer Institute for Computer Graphics Research (IGD), Darmstadt, Germany, Andreas WirtzFraunhofer Institute for Computer Graphics Research (IGD), Darmstadt, Germany, Arjan KuijperTU Darmstadt, Darmstadt, Germany
Fraunhofer Institute for Computer Graphics Research (IGD), Darmstadt, Germany, Stefan WesargFraunhofer Institute for Computer Graphics Research (IGD), Darmstadt, Germany

PDF · Code · arXiv
Looking into Concept Explanation Methods for Diabetic Retinopathy Classification cover file

Looking into Concept Explanation Methods for Diabetic Retinopathy Classification

2024/10/01
iMIMIC 2023 special issue

Andrea M. StoråsDepartment of Holistic Systems, Simula Metropolitan Center for Digital Engineering, Oslo, Norway
Novo Nordisk A/S, Søborg, Denmark, Josefine V. SundgaardNovo Nordisk A/S, Søborg, Denmark
Department of Applied Mathematics and Computer Science, Technical University of Denmark, Kongens Lyngby, Denmark

PDF · Code · arXiv
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

PDF · Code · arXiv