Y.S. Yang

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All published works

Action	Title	Year	Authors
+ PDF Chat	Federated Active Learning Framework for Efficient Annotation Strategy in Skin-Lesion Classification	2024	Z. Y. Deng Y.S. Yang Kenji Suzuki

Common Coauthors

Coauthor	Papers Together
Zhipeng Deng	1
Kenji Suzuki	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	1
+ PDF Chat	A survey on active learning and human-in-the-loop deep learning for medical image analysis	2021	Samuel Budd Emma C. Robinson Bernhard Kainz	1
+	Federated Optimization in Heterogeneous Networks	2018	Tian Li Anit Kumar Sahu Manzil Zaheer Maziar Sanjabi Ameet Talwalkar Virginia Smith	1
+ PDF Chat	The future of digital health with federated learning	2020	Nicola Rieke Jonny Hancox Wenqi Li Fausto Milletarì Holger R. Roth Shadi Albarqouni Spyridon Bakas Mathieu Galtier Bennett A. Landman Klaus H. Maier‐Hein	1
+ PDF Chat	The HAM10000 dataset, a large collection of multi-source dermatoscopic images of common pigmented skin lesions	2018	Philipp Tschandl Cliff Rosendahl Harald Kittler	1
+	Federated semi-supervised learning for COVID region segmentation in chest CT using multi-national data from China, Italy, Japan	2021	Dong Yang Ziyue Xu Wenqi Li Andriy Myronenko Holger R. Roth Stephanie Harmon Sheng Xu Barış Türkbey Evrim Türkbey Xiaosong Wang	1
+ PDF Chat	MCDAL: Maximum Classifier Discrepancy for Active Learning	2022	Jae Won Cho Dong-Jin Kim YunJae Jung In So Kweon	1
+ PDF Chat	Advancing COVID-19 diagnosis with privacy-preserving collaboration in artificial intelligence	2021	Xiang Bai Hanchen Wang Liya Ma Yongchao Xu Jiefeng Gan Ziwei Fan Fan Yang Ke Ma Jiehua Yang Song Bai	1
+ PDF Chat	Robust Federated Learning With Noisy Labels	2022	Seunghan Yang Hyoungseob Park Junyoung Byun Changick Kim	1
+ PDF Chat	Disparities in dermatology AI performance on a diverse, curated clinical image set	2022	Roxana Daneshjou Kailas Vodrahalli Roberto A. Novoa Melissa Jenkins Weixin Liang Veronica Rotemberg Justin Ko Susan M. Swetter Elizabeth E. Bailey Olivier Gevaert	1
+ PDF Chat	Advances and Open Problems in Federated Learning	2021	Peter Kairouz H. Brendan McMahan Brendan Avent Aurélien Bellet Mehdi Bennis Arjun Nitin Bhagoji Kallista Bonawitz Zachary Charles Graham Cormode Rachel Cummings	1