Deep learning and convolutional neural networks for medical image computing: precision medicine, high performance and large-scale datasets

por Lu, Le, Zheng, Yefeng, Carneiro, Gustavo, Yang, Lin
Publicado 2017

Quantifying the Effect of Public Activity Intervention Policies on COVID-19 Pandemic Containment Using Epidemiologic Data From 145 Countries

por Sun, Jichao, Zheng, Yefeng, Liang, Wenhua, Yang, Zifeng, Zeng, Zhiqi, Li, Tiegang, Luo, Junjie, Alexander Ng, Man Tat, He, Jianxing, Zhong, Nanshan
Publicado 2022

Forecasting the long-term trend of COVID-19 epidemic using a dynamic model

por Sun, Jichao, Chen, Xi, Zhang, Ziheng, Lai, Shengzhang, Zhao, Bo, Liu, Hualuo, Wang, Shuojia, Huan, Wenjing, Zhao, Ruihui, Ng, Man Tat Alexander, Zheng, Yefeng
Publicado 2020

Learning from multiple annotators for medical image segmentation

por Zhang, Le, Tanno, Ryutaro, Xu, Moucheng, Huang, Yawen, Bronik, Kevin, Jin, Chen, Jacob, Joseph, Zheng, Yefeng, Shao, Ling, Ciccarelli, Olga, Barkhof, Frederik, Alexander, Daniel C.
Publicado 2023

Using machine learning algorithms for predicting cognitive impairment and identifying modifiable factors among Chinese elderly people

por Wang, Shuojia, Wang, Weiren, Li, Xiaowen, Liu, Yafei, Wei, Jingming, Zheng, Jianguang, Wang, Yan, Ye, Birong, Zhao, Ruihui, Huang, Yu, Peng, Sixiang, Zheng, Yefeng, Zeng, Yanbing
Publicado 2022

Automatic quantification of retinal photoreceptor integrity to predict persistent disease activity in neovascular age-related macular degeneration using deep learning

por Song, Xian, Xu, Qian, Li, Haiming, Fan, Qian, Zheng, Yefeng, Zhang, Qiang, Chu, Chunyan, Zhang, Zhicheng, Yuan, Chenglang, Ning, Munan, Bian, Cheng, Ma, Kai, Qu, Yi
Publicado 2022

A medical multimodal large language model for future pandemics

por Liu, Fenglin, Zhu, Tingting, Wu, Xian, Yang, Bang, You, Chenyu, Wang, Chenyang, Lu, Lei, Liu, Zhangdaihong, Zheng, Yefeng, Sun, Xu, Yang, Yang, Clifton, Lei, Clifton, David A.
Publicado 2023

Development and validation of an artificial intelligence system for grading colposcopic impressions and guiding biopsies

por Xue, Peng, Tang, Chao, Li, Qing, Li, Yuexiang, Shen, Yu, Zhao, Yuqian, Chen, Jiawei, Wu, Jianrong, Li, Longyu, Wang, Wei, Li, Yucong, Cui, Xiaoli, Zhang, Shaokai, Zhang, Wenhua, Zhang, Xun, Ma, Kai, Zheng, Yefeng, Qian, Tianyi, Ng, Man Tat Alexander, Liu, Zhihua, Qiao, Youlin, Jiang, Yu, Zhao, Fanghui
Publicado 2020

Preoperative identification of microvascular invasion in hepatocellular carcinoma by XGBoost and deep learning

por Jiang, Yi-Quan, Cao, Su-E, Cao, Shilei, Chen, Jian-Ning, Wang, Guo-Ying, Shi, Wen-Qi, Deng, Yi-Nan, Cheng, Na, Ma, Kai, Zeng, Kai-Ning, Yan, Xi-Jing, Yang, Hao-Zhen, Huan, Wen-Jing, Tang, Wei-Min, Zheng, Yefeng, Shao, Chun-Kui, Wang, Jin, Yang, Yang, Chen, Gui-Hua
Publicado 2020

The Medical Segmentation Decathlon

por Antonelli, Michela, Reinke, Annika, Bakas, Spyridon, Farahani, Keyvan, Kopp-Schneider, Annette, Landman, Bennett A., Litjens, Geert, Menze, Bjoern, Ronneberger, Olaf, Summers, Ronald M., van Ginneken, Bram, Bilello, Michel, Bilic, Patrick, Christ, Patrick F., Do, Richard K. G., Gollub, Marc J., Heckers, Stephan H., Huisman, Henkjan, Jarnagin, William R., McHugo, Maureen K., Napel, Sandy, Pernicka, Jennifer S. Golia, Rhode, Kawal, Tobon-Gomez, Catalina, Vorontsov, Eugene, Meakin, James A., Ourselin, Sebastien, Wiesenfarth, Manuel, Arbeláez, Pablo, Bae, Byeonguk, Chen, Sihong, Daza, Laura, Feng, Jianjiang, He, Baochun, Isensee, Fabian, Ji, Yuanfeng, Jia, Fucang, Kim, Ildoo, Maier-Hein, Klaus, Merhof, Dorit, Pai, Akshay, Park, Beomhee, Perslev, Mathias, Rezaiifar, Ramin, Rippel, Oliver, Sarasua, Ignacio, Shen, Wei, Son, Jaemin, Wachinger, Christian, Wang, Liansheng, Wang, Yan, Xia, Yingda, Xu, Daguang, Xu, Zhanwei, Zheng, Yefeng, Simpson, Amber L., Maier-Hein, Lena, Cardoso, M. Jorge
Publicado 2022

Morphological diversity of single neurons in molecularly defined cell types

por Peng, Hanchuan, Xie, Peng, Liu, Lijuan, Kuang, Xiuli, Wang, Yimin, Qu, Lei, Gong, Hui, Jiang, Shengdian, Li, Anan, Ruan, Zongcai, Ding, Liya, Yao, Zizhen, Chen, Chao, Chen, Mengya, Daigle, Tanya L., Dalley, Rachel, Ding, Zhangcan, Duan, Yanjun, Feiner, Aaron, He, Ping, Hill, Chris, Hirokawa, Karla E., Hong, Guodong, Huang, Lei, Kebede, Sara, Kuo, Hsien-Chi, Larsen, Rachael, Lesnar, Phil, Li, Longfei, Li, Qi, Li, Xiangning, Li, Yaoyao, Li, Yuanyuan, Liu, An, Lu, Donghuan, Mok, Stephanie, Ng, Lydia, Nguyen, Thuc Nghi, Ouyang, Qiang, Pan, Jintao, Shen, Elise, Song, Yuanyuan, Sunkin, Susan M., Tasic, Bosiljka, Veldman, Matthew B., Wakeman, Wayne, Wan, Wan, Wang, Peng, Wang, Quanxin, Wang, Tao, Wang, Yaping, Xiong, Feng, Xiong, Wei, Xu, Wenjie, Ye, Min, Yin, Lulu, Yu, Yang, Yuan, Jia, Yuan, Jing, Yun, Zhixi, Zeng, Shaoqun, Zhang, Shichen, Zhao, Sujun, Zhao, Zijun, Zhou, Zhi, Huang, Z. Josh, Esposito, Luke, Hawrylycz, Michael J., Sorensen, Staci A., Yang, X. William, Zheng, Yefeng, Gu, Zhongze, Xie, Wei, Koch, Christof, Luo, Qingming, Harris, Julie A., Wang, Yun, Zeng, Hongkui
Publicado 2021