Resource Center
See below for our latest content, publications, and news.
Peer-reviewed methods
The following are studies that detail the specific methods Atropos uses to deliver rapid Real-World Evidence.
July 2014. Longhurst CA, Harrington RA, Shah NH. PMID: 25006150
March 2018. Schuler A, Callahan A, Jung K, Shah NH. PMID: 29396125
March 2019. Gombar S, Callahan A, Califf R, Harrington R, Shah NH. PMID: 31304364
March 2021 Callahan A, Polony V, Posada J, Banda J, Gombar S, Shah N. PMID: 33712854
September 2021 Callahan A, Gombar S, Cahan E, Jung K, Steinberg E, Polony V, Morse K, Tibshirani R, Hastie T, Harrington R, Shah N.
Authors at Stanford HAI evaluate LLMs credibility for clinical use, underscoring the importance of trustwort...
Stay up to date on the latest resources from Atropos Health.
- Publications
- News and Media
- Press Release
- Customer Stories
A paper titled, “Introducing Answered with Evidence - A framework for evaluating whether large language model (LLM) responses to biomedical...
A paper titled, “RWESummary: A Framework and Test for Choosing Large Language Models to Summarize Real-World Evidence (RWE) Studies,” was published...
An article titled, “Neuroendocrine cells orchestrate regeneration through Desert hedgehog signaling,” was published in Cell by authors William Kong,...
A manuscript titled, “Answering real-world clinical questions using large language model, retrieval-augmented generation, and agentic systems,” was...
A poster titled, “Precision Medicine Enabled Benefits Management for Diabetes and Weight Loss Management” was presented at the ISPOR 2025 conference...
A manuscript titled, “Increased Risks of Major Cardiac Adverse Events in Stimulant Use Disorder as Compared With Other Substance Use Disorders: A...
A manuscript titled, “Development of a Perioperative Risk Mortality Calculator for Humanitarian Surgical Care,” was published in the World Journal...
An abstract titled, “Race and Ethnicity on Diagnosis, Metastasis, and Mortality of Soft Tissue Sarcomas in Retrospective Cohort Study,” was...
A new paper titled "Inflammatory vaginitis in women with multiple sclerosis: a retrospective analysis of B-cell depleting therapy compared to other...