iMIMIC/ML-CDS@MICCAI

Keyphrases

Publications

2019

Peifei Zhu, Masahiro Ogino
Guideline-Based Additive Explanation for Computer-Aided Diagnosis of Lung Nodules. iMIMIC/ML-CDS@MICCAI (2019)
Kyle Young, Gareth Booth, Becks Simpson, Reuben Dutton, Sally Shrapnel
Deep Neural Network or Dermatologist? iMIMIC/ML-CDS@MICCAI (2019)
Aydan Gasimova
Automated Enriched Medical Concept Generation for Chest X-ray Images. iMIMIC/ML-CDS@MICCAI (2019)
Fabian Eitel, Kerstin Ritter
Testing the Robustness of Attribution Methods for Convolutional Neural Networks in MRI-Based Alzheimer's Disease Classification. iMIMIC/ML-CDS@MICCAI (2019)
Jiang Tian, Cheng Zhong, Zhongchao Shi, Feiyu Xu
Towards Automatic Diagnosis from Multi-modal Medical Data. iMIMIC/ML-CDS@MICCAI (2019)
Hyebin Lee, Seong Tae Kim, Yong Man Ro
Generation of Multimodal Justification Using Visual Word Constraint Model for Explainable Computer-Aided Diagnosis. iMIMIC/ML-CDS@MICCAI (2019)
Vincent Couteaux, Olivier Nempont, Guillaume Pizaine, Isabelle Bloch
Towards Interpretability of Segmentation Networks by Analyzing DeepDreams. iMIMIC/ML-CDS@MICCAI (2019)
Mustafa Arikan, Amir Sadeghipour, Bianca S. Gerendas, Reinhard Told, Ursula Schmidt-Erfurth
Deep Learning Based Multi-modal Registration for Retinal Imaging. iMIMIC/ML-CDS@MICCAI (2019)
Maxim Pisov, Mikhail Goncharov, Nadezhda Kurochkina, Sergey Morozov, Victor Gombolevskiy, Valeria Chernina, Anton Vladzymyrskyy, Ksenia Zamyatina, Anna Chesnokova, Igor Pronin, Michael Shifrin, Mikhail Belyaev
Incorporating Task-Specific Structural Knowledge into CNNs for Brain Midline Shift Detection. iMIMIC/ML-CDS@MICCAI (2019)
Hugo Yèche, Justin Harrison, Tess Berthier
UBS: A Dimension-Agnostic Metric for Concept Vector Interpretability Applied to Radiomics. iMIMIC/ML-CDS@MICCAI (2019)

volume 11797, 2019

Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support - Second International Workshop, iMIMIC 2019, and 9th International Workshop, ML-CDS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 17, 2019, Proceedings iMIMIC/ML-CDS@MICCAI 11797 (2019)