LabCompass

Changchang Yin

Computer Science · The Ohio State University

Mid career · publishing since 2016

Publications

65

Citations

1,435

Est. group size

~6

Recurring co-author estimate

Active years

11

Publishing since 2016

Research summary
AI-generated

Changchang Yin works on applying machine learning and deep learning methods to healthcare problems, including predicting disease progression, analyzing medical images, and combining different types of clinical data (such as text notes, images, and physiological signals) to improve risk prediction. Recent work spans topics like opioid overdose risk prediction using graph-based models, eye disease and stroke risk prediction, and evaluating large AI models for medical reasoning tasks.

Machine learning for healthcare predictionMultimodal medical data integrationDisease progression and risk modelingMedical imaging analysis (eye and brain conditions)Foundation models and large language models in medicine

Publication output has fluctuated over the past decade with a dip around 2018 and a low point in 2022-2023, but has grown again in recent years (2024-2026), suggesting renewed and increasing activity.

Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026

Publication cadence
Publications per year over the last 10 years — averaging 6.6/year recently
2017: 2 publications17182019: 7 publications192020: 14 publications14202021: 8 publications212022: 3 publications222023: 4 publications232024: 9 publications242025: 11 publications252026: 6 publications26
Recent publications
Publishes in
  • arXiv (Cornell University)×17
  • medRxiv×8
  • BMC Medical Informatics and Decision Making×2
  • Patterns×2
  • Advanced Intelligent Systems×2
Similar researchers
By research-topic overlap

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 19, 2026.

Claim or correct this profile