iMIMIC/TDA4MedicalData@MICCAI

Keyphrases

Publications

2021

Yuki Saeki, Atsushi Saito, Jean Cousty, Yukiko Kenmochi, Akinobu Shimizu
Statistical Modeling of Pulmonary Vasculatures with Topological Priors in CT Volumes. iMIMIC/TDA4MedicalData@MICCAI (2021)
Huy-Dung Nguyen, Michaël Clément, Boris Mansencal, Pierrick Coupé
Deep Grading Based on Collective Artificial Intelligence for AD Diagnosis and Prognosis. iMIMIC/TDA4MedicalData@MICCAI (2021)
Kyriaki-Margarita Bintsi, Vasileios Baltatzis, Alexander Hammers, Daniel Rueckert
Voxel-Level Importance Maps for Interpretable Brain Age Estimation. iMIMIC/TDA4MedicalData@MICCAI (2021)
Martin Charachon, Paul-Henry Cournède, Céline Hudelot, Roberto Ardon
Visual Explanation by Unifying Adversarial Generation and Feature Importance Attributions. iMIMIC/TDA4MedicalData@MICCAI (2021)
Mark Rodrigues, Michael Mayo, Panos Patros
Interpretable Deep Learning for Surgical Tool Management. iMIMIC/TDA4MedicalData@MICCAI (2021)
Paula Martin-Gonzalez, Mireia Crispin-Ortuzar, Florian Markowetz
Predictive Modelling of Highly Multiplexed Tumour Tissue Images by Graph Neural Networks. iMIMIC/TDA4MedicalData@MICCAI (2021)
Vasileios Baltatzis, Loïc Le Folgoc, Sam Ellis, Octavio E. Martinez Manzanera, Kyriaki-Margarita Bintsi, Arjun Nair, Sujal Desai, Ben Glocker, Julia A. Schnabel
The Effect of the Loss on Generalization: Empirical Study on Synthetic Lung Nodule Data. iMIMIC/TDA4MedicalData@MICCAI (2021)
Soumyya Kanti Datta, Mohammad Abuzar Shaikh, Sargur N. Srihari, Mingchen Gao
Soft Attention Improves Skin Cancer Classification Performance. iMIMIC/TDA4MedicalData@MICCAI (2021)
Abhineet Pandey, Bhawna Paliwal, Abhinav Dhall, Ramanathan Subramanian, Dwarikanath Mahapatra
This Explains That: Congruent Image-Report Generation for Explainable Medical Image Analysis with Cyclic Generative Adversarial Networks. iMIMIC/TDA4MedicalData@MICCAI (2021)
Xiang Liu, Kelin Xia
Neighborhood Complex Based Machine Learning (NCML) Models for Drug Design. iMIMIC/TDA4MedicalData@MICCAI (2021)
Moo K. Chung, Hernando Ombao
Lattice Paths for Persistent Diagrams. iMIMIC/TDA4MedicalData@MICCAI (2021)
Ameer Saadat-Yazdi, Rayna Andreeva, Rik Sarkar
Topological Detection of Alzheimer's Disease Using Betti Curves. iMIMIC/TDA4MedicalData@MICCAI (2021)

volume 12929, 2021

Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data - 4th International Workshop, iMIMIC 2021, and 1st International Workshop, TDA4MedicalData 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, September 27, 2021, Proceedings iMIMIC/TDA4MedicalData@MICCAI 12929 (2021)