Personal information

Activities

Employment (1)

Alibaba Group (United States): New York, US

Employment
Source: Self-asserted source
Yingda Xia

Education and qualifications (1)

Johns Hopkins University: Baltimore, US

PhD (Computer Science)
Education
Source: Self-asserted source
Yingda Xia

Works (5)

Large-scale pancreatic cancer detection via non-contrast CT and deep learning

Nature Medicine
2023-12 | Journal article
Contributors: Kai Cao; Yingda Xia; Jiawen Yao; Xu Han; Lukas Lambert; Tingting Zhang; Wei Tang; Gang Jin; Hui Jiang; Xu Fang et al.
Source: check_circle
Crossref

Deep Learning for Fully Automated Prediction of Overall Survival in Patients Undergoing Resection for Pancreatic Cancer

Annals of Surgery
2023-07 | Journal article
Part of ISSN: 0003-4932
Contributors: Jiawen Yao; Kai Cao; Yang Hou; Jian Zhou; Yingda Xia; Isabella Nogues; Qike Song; Hui Jiang; Xianghua Ye; Jianping Lu et al.
Source: Self-asserted source
Yingda Xia

The Medical Segmentation Decathlon

Nature Communications
2022-07-15 | Journal article
Part of ISSN: 2041-1723
Contributors: Michela Antonelli; Annika Reinke; Spyridon Bakas; Keyvan Farahani; Annette Kopp-Schneider; Bennett Allan Landman; Geert Litjens; Bjoern Menze; Olaf Ronneberger; Ronald M. Summers et al.
Source: Self-asserted source
Yingda Xia

Uncertainty-aware multi-view co-training for semi-supervised medical image segmentation and domain adaptation

Medical Image Analysis
2020-10 | Journal article
Contributors: Yingda Xia; Dong Yang; Zhiding Yu; Fengze Liu; Jinzheng Cai; Lequan Yu; Zhuotun Zhu; Daguang Xu; Alan Yuille; Holger Roth
Source: check_circle
Crossref

Application of Deep Learning to Pancreatic Cancer Detection: Lessons Learned From Our Initial Experience

Journal of the American College of Radiology
2019-09 | Journal article
Part of ISSN: 1546-1440
Contributors: Linda C. Chu; Seyoun Park; Satomi Kawamoto; Yan Wang; Yuyin Zhou; Wei Shen; Zhuotun Zhu; Yingda Xia; Lingxi Xie; Fengze Liu et al.
Source: Self-asserted source
Yingda Xia