2 citations · 4 across the 4 of their papers we have counts for
4 papers
HARMON-E: Hierarchical Agentic Reasoning for Multimodal Oncology Notes to Extract Structured Data
Shashi Kant Gupta, Arijeet Pramanik, Jerrin John Thomas +7
Unstructured notes within the electronic health record (EHR) contain rich clinical information vital for cancer treatment decision making and research, yet reliably extracting stru…
PRISM: Patient Records Interpretation for Semantic Clinical Trial Matching using Large Language Models
Shashi Kant Gupta, Aditya Basu, Mauro Nievas +10
Clinical trial matching is the task of identifying trials for which patients may be potentially eligible. Typically, this task is labor-intensive and requires detailed verification…
Onco-Retriever: Generative Classifier for Retrieval of EHR Records in Oncology
Shashi Kant Gupta, Aditya Basu, Bradley Taylor +2
Retrieving information from EHR systems is essential for answering specific questions about patient journeys and improving the delivery of clinical care. Despite this fact, most EH…
Distilling Large Language Models for Matching Patients to Clinical Trials
Mauro Nievas, Aditya Basu, Yanshan Wang +1
The recent success of large language models (LLMs) has paved the way for their adoption in the high-stakes domain of healthcare. Specifically, the application of LLMs in patient-tr…