Work

Studies and research software

Studies and research software for quantitative MRI, inflammatory bowel disease imaging, and clinical research workflows.

Modified

September 15, 2026

Quantitative and computational work at the intersection of clinical imaging, IBD, and applied AI. The studies are research heading to publication; the tools are software built to support that work, some deployed and in active use, others experiments that earned their place by teaching something useful.

Studies

Segment-level prediction of endoscopic activity in ulcerative colitis using magnetic resonance enterography and fecal calprotectin: a Bayesian multilevel studyunder review

Under review. A Bayesian multilevel model combining MR enterography and fecal calprotectin to estimate endoscopic activity in each colonic segment in UC.

researchIBDBayesianMREUC

Colonic motility on MR enterography in ulcerative colitisaccepted

Accepted in Inflammatory Bowel Diseases: whether colonic motility on MR enterography tracks endoscopic activity and chronic structural damage in UC.

researchIBDMREUCmotility

Tools

Radiology Reports Pipelinepaused

Paused. A pipeline that parses, de-identifies, and structures ~9,800 free-text abdominal radiology reports, with synthetic-only tests.

toolingNLPIBDde-identificationinfrastructure

IBD Imaging Digestlive

A lightweight daily literature-surveillance tool for IBD imaging: PubMed and 17 journals, ranked with SPECTER2 against a personal corpus.

toolingNLPliteratureobsidianreproducibilitySPECTER2OpenAlex

Bookshelf ScannerMay 2026

Vision-language catalog tool for personal libraries, with bilingual spine recognition

VLMtoolpersonalPersianReact