iMIMIC@MICCAI

Publications

2022

Mara Graziani, Niccolò Marini, Nicolas Deutschmann, Nikita Janakarajan, Henning Müller, María Rodríguez Martínez
Attention-Based Interpretable Regression of Gene Expression in Histology. iMIMIC@MICCAI (2022)
Benjamin Lambert, Florence Forbes, Senan Doyle, Alan Tucholka, Michel Dojat
Beyond Voxel Prediction Uncertainty: Identifying Brain Lesions You Can Trust. iMIMIC@MICCAI (2022)
Rosa C. J. Kraaijveld, Marielle E. P. Philippens, Wietse S. C. Eppinga, Ina M. Jürgenliemk-Schulz, Kenneth G. A. Gilhuijs, Petra S. Kroon, Bas H. M. van der Velden
Multi-modal Volumetric Concept Activation to Explain Detection and Classification of Metastatic Prostate Cancer on PSMA-PET/CT. iMIMIC@MICCAI (2022)
Amy Rafferty, Rudolf Nenutil, Ajitha Rajan
Explainable Artificial Intelligence for Breast Tumour Classification: Helpful or Harmful. iMIMIC@MICCAI (2022)
Florian Kowarsch, Lisa Weijler, Matthias Wödlinger, Michael Reiter, Margarita Maurer-Granofszky, Angela Schumich, Elisa O. Sajaroff, Stefanie Groeneveld-Krentz, Jorge G. Rossi, Leonid Karawajew, Richard Ratei, Michael N. Dworzak
Towards Self-explainable Transformers for Cell Classification in Flow Cytometry Data. iMIMIC@MICCAI (2022)
Dongyang Kuang, Craig Michoski
KAM - A Kernel Attention Module for Emotion Classification with EEG Data. iMIMIC@MICCAI (2022)
Hanxiao Zhang, Liang Chen, Minghui Zhang, Xiao Gu, Yulei Qin, Weihao Yu, Feng Yao, Zhexin Wang, Yun Gu, Guang-Zhong Yang
Interpretable Lung Cancer Diagnosis with Nodule Attribute Guidance and Online Model Debugging. iMIMIC@MICCAI (2022)
Jiahao Lu, Chong Yin, Oswin Krause, Kenny Erleben, Michael Bachmann Nielsen, Sune Darkner
Reducing Annotation Need in Self-explanatory Models for Lung Nodule Diagnosis. iMIMIC@MICCAI (2022)
DaeHyun Cho, Christian Wallraven
Do Pre-processing and Augmentation Help Explainability? A Multi-seed Analysis for Brain Age Estimation. iMIMIC@MICCAI (2022)
Paul Engstler, Matthias Keicher, David Schinz, Kristina Mach, Alexandra S. Gersing, Sarah C. Foreman, Sophia S. Goller, Juergen Weissinger, Jon Rischewski, Anna-Sophia Dietrich, Benedikt Wiestler, Jan S. Kirschke, Ashkan Khakzar, Nassir Navab
Interpretable Vertebral Fracture Diagnosis. iMIMIC@MICCAI (2022)

volume 13611, 2022

Interpretability of Machine Intelligence in Medical Image Computing - 5th International Workshop, iMIMIC 2022, Held in Conjunction with MICCAI 2022, Singapore, Singapore, September 22, 2022, Proceedings iMIMIC@MICCAI 13611 (2022)