Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health / Lecture Notes in Computer Science Bd.13573 (PDF)
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DeCaF 2022 accepted 14 papers from the 18 submissions received. The workshop aims at creating a scientific discussion focusing on the comparison, evaluation, and discussion of methodological advancement and practical ideas about machine learning applied to problems where data cannot be stored in centralized databases or where information privacy is a priority.
For FAIR 2022, 4 papers from 9 submissions were accepted for publication. The topics of the accepted submissions focus on deep ultrasound segmentation, portable OCT image quality enhancement, self-attention deep networks and knowledge distillation in low-regime setting.
- 2022, 1st ed. 2022, 204 Seiten, Englisch
- Herausgegeben: Shadi Albarqouni, Nicola Rieke, Holger Roth, Debdoot Sheet, Daguang Xu, Spyridon Bakas, Sophia Bano, M. Jorge Cardoso, Bishesh Khanal, Bennett Landman, Xiaoxiao Li, Chen Qin, Islem Rekik
- Verlag: Springer International Publishing
- ISBN-10: 3031185234
- ISBN-13: 9783031185236
- Erscheinungsdatum: 08.10.2022
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- Größe: 24 MB
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