O
Oulan Li
Researcher at University of California, San Diego
Publications - 9
Citations - 4585
Oulan Li is an academic researcher from University of California, San Diego. The author has contributed to research in topics: DNA methylation & Deep learning. The author has an hindex of 7, co-authored 9 publications receiving 2590 citations. Previous affiliations of Oulan Li include Guangzhou Medical University & Sichuan University.
Papers
More filters
Journal ArticleDOI
Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning
Daniel S. Kermany,Daniel S. Kermany,Michael H. Goldbaum,Wenjia Cai,Carolina C. S. Valentim,Huiying Liang,Sally L. Baxter,Alex McKeown,Ge Yang,Xiaokang Wu,Fangbing Yan,Justin Dong,Made K. Prasadha,Jacqueline Pei,Jacqueline Pei,Magdalene Yin Lin Ting,Jie Zhu,Christina Li,Sierra Hewett,Sierra Hewett,Jason Dong,Ian Ziyar,Alexander Shi,Runze Zhang,Lianghong Zheng,Rui Hou,William Shi,Xin Fu,Xin Fu,Yaou Duan,Viet Anh Nguyen Huu,Viet Anh Nguyen Huu,Cindy Wen,Edward Zhang,Edward Zhang,Charlotte Zhang,Charlotte Zhang,Oulan Li,Oulan Li,Xiaobo Wang,Michael A Singer,Xiaodong Sun,Jie Xu,Ali Tafreshi,M. Anthony Lewis,Huimin Xia,Kang Zhang +46 more
TL;DR: A diagnostic tool based on a deep-learning framework for the screening of patients with common treatable blinding retinal diseases, which demonstrates performance comparable to that of human experts in classifying age-related macular degeneration and diabetic macular edema.
Journal ArticleDOI
Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography.
Kang Zhang,Xiaohong Liu,Jun Shen,Zhihuan Li,Ye Sang,Xingwang Wu,Yunfei Zha,Wenhua Liang,Chengdi Wang,Ke Wang,Linsen Ye,Ming Gao,Zhongguo Zhou,Liang Li,Jin Wang,Zehong Yang,Huimin Cai,Jie Xu,Lei Yang,Wenjia Cai,Wenqin Xu,Shaoxu Wu,Wei Zhang,Shanping Jiang,Lianghong Zheng,Xuan Zhang,Li Wang,Liu Lu,Jiaming Li,Haiping Yin,Winston Wang,Oulan Li,Charlotte Zhang,Liang Liang,Tao Wu,Ruiyun Deng,Kang Wei,Yong Zhou,Ting Chen,Johnson Y.N. Lau,Manson Fok,Jianxing He,Tianxin Lin,Weimin Li,Guangyu Wang +44 more
TL;DR: Using a large computed Tomography database from 4,154 patients, an AI system is developed that can diagnose NCP and differentiate it from other common pneumonia and normal controls and is made available globally to assist the clinicians to combat COVID-19.
Journal ArticleDOI
Circulating tumour DNA methylation markers for diagnosis and prognosis of hepatocellular carcinoma
Rui-Hua Xu,Wei Wei,Wei Wei,Michal Krawczyk,Wenqiu Wang,Huiyan Luo,Huiyan Luo,Ken Flagg,Shaohua Yi,William Shi,Qingli Quan,Kang Li,Lianghong Zheng,Heng Zhang,Bennett A. Caughey,Qi Zhao,Jiayi Hou,Runze Zhang,Yanxin Xu,Huimin Cai,Gen Li,Rui Hou,Zheng Zhong,Danni Lin,Xin Fu,Jie Zhu,Yaou Duan,Meixing Yu,Binwu Ying,Wengeng Zhang,Juan Wang,Edward Zhang,Charlotte Zhang,Oulan Li,Rongping Guo,Hannah Carter,Jian-Kang Zhu,Xiaoke Hao,Kang Zhang,Kang Zhang,Kang Zhang +40 more
TL;DR: This work identified an HCC-specific methylation marker panel by comparing HCC tissue and normal blood leukocytes and showed that methylation profiles of HCC tumour DNA and matched plasma ctDNA are highly correlated.
Journal ArticleDOI
Evaluation and accurate diagnoses of pediatric diseases using artificial intelligence
Huiying Liang,Brian Tsui,Hao Ni,Carolina C. S. Valentim,Sally L. Baxter,Guangjian Liu,Wenjia Cai,Daniel S. Kermany,Daniel S. Kermany,Xin Sun,Jiancong Chen,Liya He,Jie Zhu,Pin Tian,Hua Shao,Lianghong Zheng,Rui Hou,Sierra Hewett,Sierra Hewett,Gen Li,Gen Li,Ping Liang,Xuan Zang,Zhiqi Zhang,Liyan Pan,Huimin Cai,Rujuan Ling,Shuhua Li,Yongwang Cui,Shusheng Tang,Hong Ye,Xiaoyan Huang,Waner He,Wenqing Liang,Qing Zhang,Jianmin Jiang,Wei Yu,Jianqun Gao,Wanxing Ou,Yingmin Deng,Qiaozhen Hou,Bei Wang,Cuichan Yao,Yan Liang,Shu Zhang,Yaou Duan,Runze Zhang,Sarah Gibson,Charlotte Zhang,Oulan Li,Edward Zhang,Gabriel Karin,Nathan Nguyen,Xiaokang Wu,Xiaokang Wu,Cindy Wen,Jie Xu,Wenqin Xu,Bochu Wang,Winston Wang,Jing Li,Jing Li,Bianca Pizzato,Caroline Bao,Daoman Xiang,Wanting He,Wanting He,Suiqin He,Yugui Zhou,Yugui Zhou,Weldon W Haw,Weldon W Haw,Michael H. Goldbaum,Adriana H. Tremoulet,Chun-Nan Hsu,Hannah Carter,Long Zhu,Kang Zhang,Kang Zhang,Kang Zhang,Huimin Xia +80 more
TL;DR: This study shows that MLCs can query EHRs in a manner similar to the hypothetico-deductive reasoning used by physicians and unearth associations that previous statistical methods have not found, and provides a proof of concept for implementing an AI-based system to aid physicians in tackling large amounts of data, augmenting diagnostic evaluations, and to provide clinical decision support in cases of diagnostic uncertainty or complexity.
Journal ArticleDOI
A deep-learning pipeline for the diagnosis and discrimination of viral, non-viral and COVID-19 pneumonia from chest X-ray images.
Guangyu Wang,Xiaohong Liu,Jun Shen,Chengdi Wang,Zhihuan Li,Linsen Ye,Xingwang Wu,Ting Chen,Kai Wang,Xuan Zhang,Zhongguo Zhou,Jian Yang,Ye Sang,Ruiyun Deng,Wenhua Liang,Tao Yu,Ming Gao,Jin Wang,Zehong Yang,Huimin Cai,Guangming Lu,Lingyan Zhang,Lei Yang,Wenqin Xu,Winston Wang,Andrea Olvera,Ian Ziyar,Charlotte Zhang,Oulan Li,Weihua Liao,Jun Liu,Wen Chen,Wei Chen,Jichan Shi,Lianghong Zheng,Longjiang Zhang,Zhihan Yan,Xiaoguang Zou,Guiping Lin,Guiqun Cao,Laurance L Lau,Long Mo,Yong Liang,Michael S. Roberts,Michael S. Roberts,Evis Sala,Carola-Bibiane Schönlieb,Manson Fok,Johnson Y.N. Lau,Tao Xu,Jianxing He,Kang Zhang,Weimin Li,Tianxin Lin +53 more
TL;DR: In this paper, a fully automated deep-learning pipeline for the standardization of chest X-ray images, for the visualization of lesions and for disease diagnosis can identify viral pneumonia caused by coronavirus disease 2019 (COVID-19) and assess its severity, and can also discriminate between viral pneumonia causing by COVID19 and other types of pneumonia.