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Shihao Yang
Shihao Yang
Assistant Professor, School of Industrial & Systems Engineering, Georgia Institute of Technology
Verified email at isye.gatech.edu - Homepage
Title
Cited by
Cited by
Year
Accurate estimation of influenza epidemics using Google search data via ARGO
S Yang, M Santillana, SC Kou
Proceedings of the National Academy of Sciences 112 (47), 14473-14478, 2015
4052015
Using electronic health records and Internet search information for accurate influenza forecasting
S Yang, M Santillana, JS Brownstein, J Gray, S Richardson, SC Kou
BMC infectious diseases 17, 1-9, 2017
1152017
Advances in using Internet searches to track dengue
S Yang, SC Kou, F Lu, JS Brownstein, N Brooke, M Santillana
PLoS computational biology 13 (7), e1005607, 2017
1072017
Pre-existing autoimmune disease and the risk of immune-related adverse events among patients receiving checkpoint inhibitors for cancer
KL Kehl, S Yang, MM Awad, N Palmer, IS Kohane, D Schrag
Cancer Immunology, Immunotherapy 68, 917-926, 2019
682019
Accurate regional influenza epidemics tracking using Internet search data
S Ning, S Yang, SC Kou
Scientific reports 9 (1), 5238, 2019
322019
The lifetime of a financial bubble
Y Obayashi, P Protter, S Yang
Mathematics and Financial Economics 11, 45-62, 2017
282017
Inference of dynamic systems from noisy and sparse data via manifold-constrained Gaussian processes
S Yang, SWK Wong, SC Kou
Proceedings of the National Academy of Sciences 118 (15), e2020397118, 2021
262021
High-resolution spatio-temporal model for county-level COVID-19 activity in the US
S Zhu, A Bukharin, L Xie, M Santillana, S Yang, Y Xie
ACM Transactions on Management Information Systems (TMIS) 12 (4), 1-20, 2021
242021
Autoimmune Effects of Lung Cancer Immunotherapy Revealed by Data‐Driven Analysis on a Nationwide Cohort
S Yang, KH Yu, N Palmer, K Fox, SC Kou, IS Kohane
Clinical Pharmacology & Therapeutics, 2019
182019
Real-world data analyses unveiled the immune-related adverse effects of immune checkpoint inhibitors across cancer types
F Wang, S Yang, N Palmer, K Fox, IS Kohane, KP Liao, KH Yu, SC Kou
NPJ precision oncology 5 (1), 82, 2021
162021
Use internet search data to accurately track state level influenza epidemics
S Yang, S Ning, SC Kou
Scientific reports 11 (1), 4023, 2021
142021
Covid-19 forecasts using internet search information in the united states
S Ma, S Yang
Scientific reports 12 (1), 11539, 2022
132022
On parallelizable Markov chain Monte Carlo algorithms with waste-recycling
S Yang, Y Chen, E Bernton, JS Liu
Statistics and Computing 28, 1073-1081, 2018
112018
COUnty aggRegation mixup AuGmEntation (COURAGE) COVID-19 prediction
S Er, S Yang, T Zhao
Scientific Reports 11 (1), 14262, 2021
92021
Using internet search data to forecast COVID-19 trends: a systematic review
S Ma, Y Sun, S Yang
Analytics 1 (2), 210-227, 2022
52022
COVID-19 hospitalizations forecasts using internet search data
T Wang, S Ma, S Baek, S Yang
Scientific Reports 12 (1), 9661, 2022
52022
Early detection of COVID-19 hotspots using spatio-temporal data
S Zhu, A Bukharin, L Xie, K Yamin, S Yang, P Keskinocak, Y Xie
IEEE Journal of Selected Topics in Signal Processing 16 (2), 250-260, 2022
52022
Accurate influenza epidemics estimation via ARGO
S Yang, M Santillana, SC Kou
Proceedings of the National Academy of Sciences 112 (47), 14473-14478, 2015
42015
Joint covid-19 and influenza-like illness forecasts in the United States using internet search information
S Ma, S Ning, S Yang
Communications Medicine 3 (1), 39, 2023
32023
Pricing options and futures on a government bond volatility index
A Mele, Y Obayashi, S Yang
Working paper, Swiss Finance Institute, 2015
32015
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