LabCompass

Fiona R. Kolbinger

Medicine · Indiana University

OpenAlex ORCID
Surgical Simulation and TrainingRadiomics and Machine Learning in Medical ImagingArtificial Intelligence in Healthcare and EducationPancreatic and Hepatic Oncology ResearchColorectal Cancer Screening and Detection

Publications

96

Citations

2,159

Est. group size

—

Recurring co-author estimate

Active years

12

Publishing since 2015

Research summary
AI-generated

Fiona R. Kolbinger studies how artificial intelligence can support surgery and clinical care, with a focus on analyzing surgical videos (such as laparoscopic operations) to help doctors understand what is happening during procedures and make better decisions. The work also covers using machine learning to predict patient outcomes and surgical risks, and developing privacy-preserving and reliable ways to validate these AI tools in real-world hospital settings.

AI for surgical video analysisClinical decision support systemsOutcome and risk prediction modelsPrivacy-preserving and trustworthy medical AIVision-language models in medicine

Publication activity has grown markedly over the last decade, rising from a few papers per year to roughly 16 per year over the past five years, with a peak of 28 in 2025.

Generated by claude-opus-4-8 from public bibliographic data · Jul 11, 2026

Publication cadence
Publications per year over the last 10 years — averaging 16.4/year recently
2017: 1 publication172018: 3 publications1819202021: 7 publications212022: 15 publications222023: 13 publications232024: 19 publications242025: 28 publications28252026: 7 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×14
  • medRxiv×9
  • International Journal of Surgery×3
  • Scientific Reports×3
  • Communications Medicine×2

This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.

Last updated Jul 11, 2026.

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