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Yao Yan · SciRah

Researcher profile · Semantic Scholar

Yao Yan

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Yao Yan — researcher profile on SciRah

h-index: 5
Works: 11
Citations: 283

Most-cited papers

A Multifaceted benchmarking of synthetic electronic health record generation models
Chao Yan, Yao Yan, Zhi-Yu Wan, Ziqi Zhang +4 more
2022Nature Communications135 citations Open access
Semantic Scholar
Outcomes of COVID-19 in Patients With Cancer: Report From the National COVID Cohort Collaborative (N3C)
N. Sharafeldin, B. Bates, Qianqian Song, V. Madhira +10 more
2021Journal of Clinical Oncology109 citations Open access
Semantic Scholar
A Continuously Benchmarked and Crowdsourced Challenge for Rapid Development and Evaluation of Models to Predict COVID-19 Diagnosis and Hospitalization
Yao Yan, T. Schaffter, T. Bergquist, Thomas V. Yu +15 more
2021JAMA Network Open15 citations Open access
Semantic Scholar
Piloting a model-to-data approach to enable predictive analytics in health care through patient mortality prediction
T. Bergquist, Yao Yan, T. Schaffter, Thomas V. Yu +5 more
2020J. Am. Medical Informatics Assoc.14 citations Open access
Semantic Scholar
Evaluation of crowdsourced mortality prediction models as a framework for assessing artificial intelligence in medicine
T. Bergquist, T. Schaffter, Yao Yan, Thomas V. Yu +17 more
2023J. Am. Medical Informatics Assoc.5 citations Open access
Semantic Scholar
Evaluation of crowdsourced mortality prediction models as a framework for assessing AI in medicine
T. Bergquist, T. Schaffter, Yao Yan, Thomas V. Yu +17 more
2021medRxiv5 citations Open access
Semantic Scholar
The NLP Sandbox: an efficient model-to-data system to enable federated and unbiased evaluation of clinical NLP models
Yao Yan, Thomas V. Yu, Kathleen Muenzen, Sijia Liu +13 more
2022arXiv.org0 citations Open access
Semantic Scholar
Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A Benchmarking
Chao Yan, Yao Yan, Ziqi Zhang, Zhi-Yu Wan +3 more
2022American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
A Continuous Crowd-sourced Challenge for Benchmarking COVID-19 Health Outcome Prediction
Yao Yan, T. Schaffter, T. Bergquist, Thomas V. Yu +3 more
2021American Medical Informatics Association Annual Symposium0 citations
Semantic Scholar
A framework for studying machine learning methods in healthcare: The first EHR DREAM Challenge
T. Bergquist, T. Schaffter, Yao Yan, Thomas V. Yu +5 more
20200 citations Open access
Semantic Scholar
A continuous benchmarking community challenge for COVID-19 outcome prediction
Yao Yan, T. Schaffter, T. Bergquist, Thomas V. Yu +5 more
20200 citations Open access
Semantic Scholar

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Chao Yan — researcher profile on SciRah

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