Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support

Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support
Author :
Publisher : Springer Nature
Total Pages : 93
Release :
ISBN-10 : 9783030338503
ISBN-13 : 3030338509
Rating : 4/5 (03 Downloads)

Book Synopsis Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support by : Kenji Suzuki

Download or read book Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support written by Kenji Suzuki and published by Springer Nature. This book was released on 2019-10-24 with total page 93 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed joint proceedings of the Second International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2019, and the 9th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2019, held in conjunction with the 22nd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2019, in Shenzhen, China, in October 2019. The 7 full papers presented at iMIMIC 2019 and the 3 full papers presented at ML-CDS 2019 were carefully reviewed and selected from 10 submissions to iMIMIC and numerous submissions to ML-CDS. The iMIMIC papers focus on introducing the challenges and opportunities related to the topic of interpretability of machine learning systems in the context of medical imaging and computer assisted intervention. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning.


Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support Related Books

Interpretability of Machine Intelligence in Medical Image Computing and Multimodal Learning for Clinical Decision Support
Language: en
Pages: 93
Authors: Kenji Suzuki
Categories: Computers
Type: BOOK - Published: 2019-10-24 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book constitutes the refereed joint proceedings of the Second International Workshop on Interpretability of Machine Intelligence in Medical Image Computing
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
Language: en
Pages: 401
Authors: Danail Stoyanov
Categories: Computers
Type: BOOK - Published: 2018-09-19 - Publisher: Springer

DOWNLOAD EBOOK

This book constitutes the refereed joint proceedings of the 4th International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2018, and the 8th Inter
Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support
Language: en
Pages: 385
Authors: M. Jorge Cardoso
Categories: Computers
Type: BOOK - Published: 2017-09-07 - Publisher: Springer

DOWNLOAD EBOOK

This book constitutes the refereed joint proceedings of the Third International Workshop on Deep Learning in Medical Image Analysis, DLMIA 2017, and the 6th Int
Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures
Language: en
Pages: 147
Authors: Tanveer Syeda-Mahmood
Categories: Computers
Type: BOOK - Published: 2020-10-03 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book constitutes the refereed joint proceedings of the 10th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2020, and t
Ethical and Philosophical Issues in Medical Imaging, Multimodal Learning and Fusion Across Scales for Clinical Decision Support, and Topological Data Analysis for Biomedical Imaging
Language: en
Pages: 144
Authors: John S. H. Baxter
Categories: Computers
Type: BOOK - Published: 2022-12-20 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book constitutes the refereed joint proceedings of the 1st International Workshop on Ethical & Philosophical Issues in Medical Imaging (EPIMI 2022); the 12