Jiannan Yang

GraphSynergy: a network-inspired deep learning model for anticancer drug combination prediction

Jiannan Yang, Zhongzhi Xu, William Ka Kei Wu et al. · Journal of the American Medical Informatics Association · 2021 · 112 citations · Full text

Life Sciences, Bioinformatics, Oncology +17

Deep learning identifies explainable reasoning paths of mechanism of action for drug repurposing from multilayer biological network

Jiannan Yang, Zhen Li, William Ka Kei Wu et al. · Briefings in Bioinformatics · 2022 · 39 citations

Pharmacy, Bioinformatics, Computational Biology +16

Ureteral calculi lithotripsy for single ureteral calculi: can DNN-assisted model help preoperatively predict risk factors for sepsis?

Mingzhen Chen, Jiannan Yang, Junlin Lu et al. · European Radiology · 2022 · 22 citations

Medicine, Surgery, Urology +13

The impact of non-pharmaceutical interventions on the prevention and control of COVID-19 in New York City

Jiannan Yang, Qingpeng Zhang, Zhidong Cao et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2021 · 20 citations · Full text

Public Health, Infectious Disease Control, Infectious Diseases +14

An online advertising intervention to increase adherence to stay-at-home-orders during the COVID-19 pandemic: An efficacy trial monitoring individual-level mobility data

Renee Garett, Jiannan Yang, Qingpeng Zhang et al. · International Journal of Applied Earth Observation and Geoinformation · 2022 · 11 citations · Full text

Public Health, Health Behavior, Health Promotion +17