Matthew E. Spotnitz

According to our database, Matthew E. Spotnitz authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Closing the gap between open source and commercial large language models for medical evidence summarization.

Gongbo Zhang, Qiao Jin, Yiliang Zhou, Song Wang, Betina Idnay, Yiming Luo, Elizabeth Park, Jordan G. Nestor, Matthew E. Spotnitz, Ali Soroush, Thomas Campion, Zhiyong Lu, Chunhua Weng, Yifan Peng

npj Digit. Medicine, 2024

Criteria2Query 3.0: Leveraging generative large language models for clinical trial eligibility query generation.

Jimyung Park, Yilu Fang, Casey N. Ta, Gongbo Zhang, Betina Idnay, Fangyi Chen, David Feng, Rebecca Shyu, Emily R. Gordon, Matthew E. Spotnitz, Chunhua Weng

J. Biomed. Informatics, 2024

Identifying erroneous height and weight values from adult electronic health records in the All of Us research program.

Andrew Guide, Lina Sulieman, Shawn Garbett, Robert M. Cronin, Matthew E. Spotnitz, Karthik Natarajan, Robert J. Carroll, Paul A. Harris, Qingxia Chen

J. Biomed. Informatics, 2024

2023

Scalable and interpretable alternative to chart review for phenotype evaluation using standardized structured data from electronic health records.

Anna Ostropolets, George Hripcsak, Syed A Husain, Lauren R. Richter, Matthew E. Spotnitz, Ahmed Elhussein, Patrick B. Ryan

J. Am. Medical Informatics Assoc., December, 2023

2021

CEHR-BERT: Incorporating temporal information from structured EHR data to improve prediction tasks.

Chao Pang, Xinzhuo Jiang, Krishna S. Kalluri, Matthew E. Spotnitz, Ruijun Chen, Adler J. Perotte, Karthik Natarajan

Proceedings of the Machine Learning for Health, 2021

Harmonization of Measurement Codes for Concept-Oriented Lab Data Retrieval.

Matthew E. Spotnitz, Jason Patterson, Vojtech Huser, Chunhua Weng, Karthik Natarajan

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Characterizing database granularity using SNOMED-CT hierarchy.

Anna Ostropolets, Christian G. Reich, Patrick B. Ryan, Chunhua Weng, Anthony Molinaro, Frank J. DeFalco, Jitendra Jonnagaddala, Siaw-Teng Liaw, Hokyun Jeon, Rae Woong Park, Matthew E. Spotnitz, Karthik Natarajan, Kristin Kostka, George Argyriou, Robert T. Miller, Andrew E. Williams, Evan Minty, José D. Posada, George Hripcsak

Proceedings of the AMIA 2020, 2020