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Deep learning model trained on mobile phone-acquired frozen section images effectively detects basal cell carcinoma

Nov 22, 2020
Junli Cao, B. S., Junyan Wu, M. S., Jing W. Zhang, M. D., Ph. D., Jay J. Ye, M. D., Ph. D., Limin Yu, M. D., M. S

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Learning Differential Diagnosis of Skin Conditions with Co-occurrence Supervision using Graph Convolutional Networks

Jul 13, 2020
Junyan Wu, Hao Jiang, Xiaowei Ding, Anudeep Konda, Jin Han, Yang Zhang, Qian Li

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REFUGE Challenge: A Unified Framework for Evaluating Automated Methods for Glaucoma Assessment from Fundus Photographs

Oct 08, 2019
José Ignacio Orlando, Huazhu Fu, João Barbossa Breda, Karel van Keer, Deepti R. Bathula, Andrés Diaz-Pinto, Ruogu Fang, Pheng-Ann Heng, Jeyoung Kim, JoonHo Lee, Joonseok Lee, Xiaoxiao Li, Peng Liu, Shuai Lu, Balamurali Murugesan, Valery Naranjo, Sai Samarth R. Phaye, Sharath M. Shankaranarayana, Apoorva Sikka, Jaemin Son, Anton van den Hengel, Shujun Wang, Junyan Wu, Zifeng Wu, Guanghui Xu, Yongli Xu, Pengshuai Yin, Fei Li, Xiulan Zhang, Yanwu Xu, Xiulan Zhang, Hrvoje Bogunović

* Accepted for publication in Medical Image Analysis 

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What evidence does deep learning model use to classify Skin Lesions?

Nov 02, 2018
Junyan Wu, Xiaoxiao Li, Eric Z. Chen, Hongda Jiang, Xu Dong, Ruichen Rong

* 4 pages, submitted to ISBI 2019 

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