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 (1st ed. 2021) (Lecture Notes in Computer Science #12929)
By: and and and and and and
Sign Up Now!
Already a Member? Log In
You must be logged into Bookshare to access this title.
Learn about membership options,
or view our freely available titles.
- Synopsis
- This book constitutes the refereed joint proceedings of the 4th International Workshop on Interpretability of Machine Intelligence in Medical Image Computing, iMIMIC 2020, and the First International Workshop on Topological Data Analysis and Its Applications for Medical Data, TDA4MedicalData 2021, held on September 27, 2021, in conjunction with the 24th International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2021.The 7 full papers presented at iMIMIC 2021 and 5 full papers held at TDA4MedicalData 2021 were carefully reviewed and selected from 12 submissions each. 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. TDA4MedicalData is focusing on using TDA techniques to enhance the performance, generalizability, efficiency, and explainability of the current methods applied to medical data.
- Copyright:
- 2021
Book Details
- Book Quality:
- Publisher Quality
- ISBN-13:
- 9783030874445
- Related ISBNs:
- 9783030874438
- Publisher:
- Springer International Publishing
- Date of Addition:
- 03/13/24
- Copyrighted By:
- Springer Nature Switzerland AG
- Adult content:
- No
- Language:
- English
- Has Image Descriptions:
- No
- Categories:
- Nonfiction, Computers and Internet
- Submitted By:
- Bookshare Staff
- Usage Restrictions:
- This is a copyrighted book.
- Edited by:
- Mauricio Reyes
- Edited by:
- Pedro Henriques Abreu
- Edited by:
- Jaime Cardoso
- Edited by:
- Mustafa Hajij
- Edited by:
- Ghada Zamzmi
- Edited by:
- Paul Rahul
- Edited by:
- Lokendra Thakur
Reviews
Other Books
- by Mauricio Reyes
- by Pedro Henriques Abreu
- by Jaime Cardoso
- by Mustafa Hajij
- by Ghada Zamzmi
- by Paul Rahul
- by Lokendra Thakur
- in Nonfiction
- in Computers and Internet