Research Staff

Tingyi Wanyan

Visiting Research Associate

Bio

Tingyi Wanyan, BS is a PhD student in Artificial Intelligence from Indiana University co-mentored by Ariful Azad, PhD and Ying Ding, PhD (University of Texas at Austin). He is a visiting PhD student in the Ben Glicksberg Lab at the Icahn School of Medicine at Mount Sinai. He is interested in research involving AI implemented in clinical care, especially regarding integrating various modalities of clinical data via representation learning through Heterogeneous Knowledge Graph models. He specializes in integrating various data types such as Electronic Health Records, medical images, clinical notes, and so on.

Bio

Tingyi Wanyan, BS is a PhD student in Artificial Intelligence from Indiana University co-mentored by Ariful Azad, PhD and Ying Ding, PhD (University of Texas at Austin). He is a visiting PhD student in the Ben Glicksberg Lab at the Icahn School of Medicine at Mount Sinai. He is interested in research involving AI implemented in clinical care, especially regarding integrating various modalities of clinical data via representation learning through Heterogeneous Knowledge Graph models. He specializes in integrating various data types such as Electronic Health Records, medical images, clinical notes, and so on.

Publications

August, 2020

Federated Learning of Electronic Health Records Improves Mortality Prediction in Patients Hospitalized with COVID-19

Journal | medRxiv

HPI·MS Authors

Akhil Vaid

Suraj Jaladanki

Shelly Teng

Arvind Kumar

Samuel Lee

Sulaiman Somani

Ishan Paranjpe

Jessica De Freitas

Tingyi Wanyan

Kipp Johnson

Mesude Bicak

Shan Zhao

Riccardo Miotto

Alex Charney

Erwin Bottinger

Zahi Fayad

Girish Nadkarni

Benjamin Glicksberg

18 HPI•MS authors

Full list of authors

Akhil Vaid, Suraj K Jaladanki, Jie Xu, Shelly Teng, Arvind Kumar, Samuel Lee, Sulaiman Somani, Ishan Paranjpe, Jessica K De Freitas, Tingyi Wanyan, Kipp W Johnson, Mesude Bicak, Eyal Klang, Young Joon Kwon, Anthony Costa, Shan Zhao, Riccardo Miotto, Alexander W Charney, Erwin Böttinger, Zahi A Fayad, Girish N Nadkarni, Fei Wang, Benjamin S Glicksberg

Journal

medRxiv

Open Publication