Joint Modelling of Entities and Relations for Adverse Drug Event Extraction using Knowledge-aware Neural Attentive Deep Learning Models. - Bharath Dandala; Venkata Joopudi; Ching-Huei Tsou; Jennifer J. Liang; Parthasarathy Suryanarayanan (AMIA, 2020)

Timely and Efficient AI Insights on EHR: System Design. - Parthasarathy Suryanarayanan; Edward A. Epstein; Abhishek Malvankar; Burn L. Lewis; Lou Degenaro; Jennifer J. Liang; Ching-Huei Tsou; Divya R. Pathak (AMIA, 2020)

A Canonical Architecture For Predictive Analytics on Longitudinal Patient Records. - Parthasarathy Suryanarayanan; Bhavani Iyer; Prithwish Chakraborty; Bibo Hao; Italo Buleje; Piyush Madan; James V. Codella; Antonio Foncubierta; Divya Pathak; Sarah Miller; Amol Rajmane; Shannon Harrer; et al. (CoRR, 2020)

WNTRAC: Artificial Intelligence Assisted Tracking of Non-pharmaceutical Interventions Implemented Worldwide for COVID-19. - Parthasarathy Suryanarayanan; Ching-Huei Tsou; Ananya Poddar; Diwakar Mahajan; Bharath Dandala; Piyush Madan; Anshul Agrawal; Charles Wachira; Samuel Mogaka Osebe; Osnat Bar-Shira; Clifton Kipchirchir; Sharon Okwako; et al. (CoRR, 2020)

A Novel Methodology For Crowdsourcing AI Models in an Enterprise. - Parthasarathy Suryanarayanan; Sundar Saranathan; Shilpa Mahatma; Divya Pathak (CoRR, 2021)

Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge. - Prithwish Chakraborty; James V. Codella; Piyush Madan; Ying Li; Hu Huang 004; Yoonyoung Park; Chao Yan 004; Ziqi Zhang 005; Cheng Gao; Steve Nyemba; Xu Min; Sanjib Basak; et al. (CoRR, 2021)

Disease Progression Modeling Workbench 360. - Parthasarathy Suryanarayanan; Prithwish Chakraborty; Piyush Madan; Kibichii Bore; William Ogallo; Rachita Chandra; Mohamed F. Ghalwash; Italo Buleje; Sekou L. Remy; Shilpa Mahatma; Pablo Meyer 001; Jianying Hu (CoRR, 2021)

SPARK: Harnessing Human-Centered Workflows with Biomedical Foundation Models for Drug Discovery. - Bum Chul Kwon; Simona Rabinovici-Cohen; Beldine Moturi; Ruth Mwaura; Kezia Wahome; Oliver Njeru; Miguel Shinyenyi; Catherine Wanjiru; Sekou L. Remy; William Ogallo; Itai Guez; Parthasarathy Suryanarayanan; et al. (IJCAI, 2024)

Multi-view biomedical foundation models for molecule-target and property prediction. - Parthasarathy Suryanarayanan; Yunguang Qiu; Shreyans Sethi; Diwakar Mahajan; Hongyang Li; Yuxin Yang; Elif K. Eyigöz; Aldo Guzmán-Sáenz; Daniel E. Platt; Timothy H. Rumbell; Kenney Ng; Sanjoy Dey; et al. (CoRR, 2024)

MAMMAL - Molecular Aligned Multi-Modal Architecture and Language. - Yoel Shoshan; Moshiko Raboh; Michal Ozery-Flato; Vadim Ratner; Alex Golts; Jeffrey K. Weber; Ella Barkan; Simona Rabinovici-Cohen; Sagi Polaczek; Ido Amos; Ben Shapira; Liam Hazan; et al. (CoRR, 2024)