LabCompass

Yury Velichko

Medicine · Indiana University

OpenAlex ORCID
Radiomics and Machine Learning in Medical ImagingBrain Tumor Detection and ClassificationAI in cancer detectionHepatocellular Carcinoma Treatment and PrognosisMedical Image Segmentation Techniques

Publications

151

Citations

2,666

Est. group size

—

Recurring co-author estimate

Active years

27

Publishing since 1999

Research summary
AI-generated

Yury Velichko works at the intersection of medical imaging and artificial intelligence, developing computer methods to analyze CT and MRI scans of organs such as the liver, pancreas, and brain. Much of the work focuses on automatically outlining organs and tumors (image segmentation) and using image features (radiomics) to predict how cancers respond to treatment. The research also explores collaborative training methods like federated learning, which lets hospitals build shared AI models without pooling patient data.

AI and deep learning for medical imagingRadiomics for cancer prognosis and treatment responseMedical image segmentation (organs and tumors)Federated learning across hospitalsPancreatic, liver, and brain tumor imaging

Publication activity has grown sharply, rising from a handful of papers per year in the late 2010s to a peak of roughly 48 in 2024, averaging about 18 per year over the last five years.

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

Publication cadence
Publications per year over the last 10 years — averaging 18.0/year recently
172018: 4 publications182019: 9 publications192020: 5 publications202021: 1 publication212022: 5 publications222023: 24 publications232024: 48 publications48242025: 13 publications2526
Recent publications
Publishes in
  • arXiv (Cornell University)×22
  • PubMed×9
  • Cancer Research×7
  • Journal of Clinical Oncology×6
  • Lecture notes in computer science×4

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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