3 papers
cs.CL2026
EviSearch: A Human in the Loop System for Extracting and Auditing Clinical Evidence for Systematic Reviews
Naman Ahuja, Saniya Mulla, Muhammad Ali Khan +5
We present EviSearch, a multi-agent extraction system that automates the creation of ontology-aligned clinical evidence tables directly from native trial PDFs while guaranteeing pe…
cs.CL2026
FD-NL2SQL: Feedback-Driven Clinical NL2SQL that Improves with Use
Suparno Roy Chowdhury, Tejas Anvekar, Manan Roy Choudhury +5
Clinicians exploring oncology trial repositories often need ad-hoc, multi-constraint queries over biomarkers, endpoints, interventions, and time, yet writing SQL requires schema ex…
cs.AI2024
MatchMiner-AI: Open-source, Privacy-preserving Cancer Clinical Trial Matching using Artificial Intelligence
Jennifer Altreuter, Pavel Trukhanov, Morgan A. Paul +28
Background: Clinical trials are essential to advancing cancer treatments, but fewer than 10% of adults with cancer enroll in therapeutic trials. Open-source AI trial matching tools…