Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data: 4th ... Vision, Pattern Recognition, and Graphics) - Softcover

 
9783030874438: Interpretability of Machine Intelligence in Medical Image Computing, and Topological Data Analysis and Its Applications for Medical Data: 4th ... Vision, Pattern Recognition, and Graphics)
Softcover
ISBN 10: 3030874435 ISBN 13: 9783030874438
Verlag: Springer, 2021

Inhaltsangabe

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.

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Verlag
Springer
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
3030874435
ISBN 13 
9783030874438
Einband
Tapa blanda
Auflage
1
Anzahl der Seiten
140
Herausgeber
Reyes Mauricio, Henriques Abreu Pedro, Cardoso Jaime, Hajij Mustafa, Zamzmi Ghada, Rahul Paul, Thakur Lokendra
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
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