Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data (eBook)

First MICCAI Workshop, DART 2019, and First International Workshop, MIL3ID 2019, Shenzhen, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings

Autor: Qian (Hrsg.) Wang

CHF 59.00

ISBN: 978-3-030-33391-1

Einband: PDF

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This book constitutes the refereed proceedings of the First MICCAI Workshop on Domain Adaptation and Representation Transfer, DART 2019, and the First International Workshop on Medical Image Learning with Less Labels and Imperfect Data, MIL3ID 2019, held in conjunction with MICCAI 2019, in Shenzhen, China, in October 2019.

DART 2019 accepted 12 papers for publication out of 18 submissions. The papers deal with methodological advancements and ideas that can improve the applicability of machine learning and deep learning approaches to clinical settings by making them robust and consistent across different domains.

MIL3ID accepted 16 papers out of 43 submissions for publication, dealing with best practices in medical image learning with label scarcity and data imperfection.

Autor	Wang, Qian (Hrsg.) / Roysam, Badri (Hrsg.) / Jiang, Steve (Hrsg.) / Zhou, Kevin (Hrsg.) / Luu, Khoa (Hrsg.) / Le, Ngan (Hrsg.) / Milletari, Fausto (Hrsg.) / Nguyen, Hien V. (Hrsg.) / Albarqouni, Shadi (Hrsg.) / Cardoso, M. Jorge (Hrsg.) / Rieke, Nicola (Hrsg.) / Xu, Ziyue (Hrsg.) / Kamnitsas, Konstantinos (Hrsg.) / Patel, Vishal (Hrsg.)
Verlag	Springer International Publishing
Einband	PDF
Erscheinungsjahr	2019
Seitenangabe	254 S.
Ausgabekennzeichen	Englisch
Abbildungen	XVII, 254 p. 113 illus., 79 illus. in color.
Auflage	1st ed. 2019

Über den Autor Qian (Hrsg.) Wang

Dr. Qian Wang, Zhujiang Hospital, Southern Medical University, China Dr. Qian Wang is a professor at Southern Medical University (SMU), the Secretary of the Party Committee of Zhujiang Hospital. He is the Expert enjoying special government allowances from the State Council, Famous teacher of the National Ten Thousand People Program, Leading Medical Talents in Guangdong Province, Outstanding Educators in Guangdong Province and the Outstanding Leader of Chinese Hospital and National Excellent Dean. He has received the first prize of Guangdong Education and Teaching Achievement Award and the first prize of Guangdong Science and Technology Progress Award. He was elected to the Director of the Extracellular Vesicles Professional Committee of Chinese Research Hospital Association, Vice president of Chinese Research Hospital Association, the Director of Laboratory Medicine Branch, Guangdong Medical Association, etc. His research interests include the precise diagnosis of cardiovascular diseases, the basic and applied research of extracellular vesicles, the research of high-quality development management of hospitals, etc. He has trained more than 120 graduate students, published nearly 200 papers and edited 8 monographs. . Dr. Lei Zheng, Nanfang Hospital, Southern Medical University, Guangzhou, China Dr. Lei Zheng is a professor at Southern Medical University (SMU). He is serving as Dean of the Department of Laboratory Medicine at Nanfang Hospital, Southern Medical University. He received Bachelor's and Master's degrees from the First Military Medical University in 1997 and 2000, and a PhD degree from Southern Medical University in 2006. His scientific interests focus on interdisciplinary research in EV-based theranostics. He has published over 250 papers that have been cited over 9,000 times, with an h-index of 51. He served as the Executive Chair of the International Society for Extracellular Vesicles (ISEV) Education Committee and the Vice President of the Chinese Society for Extracellular Vesicles (CSEV). He received the National Science Fund for Distinguished Young Scholars and the Chinese Experimental Medicine Outstanding Youth Award in 2020.