Research & Publications
Award-winning research and published work in healthcare AI and gastroenterology
Featured Publication
Large-Scale LLM-Based Screening Cohort Study
Authors: Mohapatra et al.
Date: July 2025
Key Findings:
- >100,000 colonoscopy records processed
- Partnership with BILH IS team
- Largest real-world LLM deployment for colonoscopy screening
- Production deployment experience
Conference Presentations
System-Wide Implementation of a Large Language Model Workflow
Aman Mohapatra et al. - System-wide implementation of LLM workflow for healthcare data processing.
Development of an Artificial Intelligence-Based Safety Net for Pancreatic Cysts
Duncan Flynn et al. - AI-powered safety net system for pancreatic cyst surveillance.
Implementing an AI-Powered Safety Net for Endoscopic Recall
Rachel Porth et al. - AI-powered safety net system for endoscopic recall automation.
Racial Disparities in Completion of Bidirectional Endoscopies
Rachel Porth et al. - Analysis of racial disparities in endoscopy completion rates.
Using an Artificial Intelligence-Powered Pancreatic Cyst Safety Net to Assess Differences in Pancreatic Cyst Management Guidelines
Oral presentation on using AI-powered safety net to assess differences in pancreatic cyst management guidelines.
New Cancer Diagnoses Among Patients with Iron Deficiency Anemia
Oral presentation on cancer diagnoses in patients with iron deficiency anemia.
System-Wide Implementation of a Large Language Model Workflow for Colonoscopy Recall Inference
Aman Mohapatra et al. - System-wide implementation of LLM workflow for colonoscopy recall inference.
Using an Artificial Intelligence-Powered Pancreatic Cyst Safety Net to Assess Differences in Pancreatic Cyst Management Guidelines
Brian Li et al. - Using AI-powered safety net to assess differences in pancreatic cyst management guidelines.
Development of an Artificial Intelligence-Based Safety Net for Pancreatic Cyst Surveillance
Duncan Flynn et al. - Development of AI-based safety net for pancreatic cyst surveillance.
Detection of Ultra-High Risk Pancreatic Cancer Diagnoses Using a Custom NLP Pipeline Incorporating a Large Language Model
ACG Presidential Poster Award recipient. Award-winning poster on ultra-high risk pancreatic cancer detection using NLP and LLM.
Grants & Funding
Supported by leading healthcare organizations and research institutions
Colonoscopy Recall System
Development of automated colonoscopy recall system
Pancreatic Cyst Surveillance
AI-powered surveillance system for pancreatic cysts
Ambulatory Safety Nets (ASN)
Automated safety net systems for ambulatory care
DxQI Seed Grant
Diagnostic quality improvement initiative
Newman Award
Recognition for innovation in healthcare AI
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