LabCompass

Mingzhe Han

Computer Science · The Ohio State University

OpenAlex
Established · publishing since 1994Rising activity
Topic ModelingHematopoietic Stem Cell TransplantationECG Monitoring and AnalysisNatural product bioactivities and synthesisMultimodal Machine Learning Applications

Publications

16

Citations

60

Est. group size

—

Recurring co-author estimate

Active years

33

Publishing since 1994

Research summary
AI-generated

This publication record appears to combine work from more than one researcher sharing the same name, spanning hematology/stem cell transplantation medicine and computer science topics like ECG anomaly detection and machine learning agents. The computer-science-relevant portion focuses on detecting abnormal patterns in physiological signals (like heart rhythms) and building AI systems that can perform research-like tasks. Prospective students should verify which specific line of work and institutional affiliation applies before assuming this is a single coherent research program.

ECG/physiological signal anomaly detectionMachine learning for healthcareAI research agents and synthetic training dataContrastive and representation learningHematology and stem cell transplantation (likely a distinct research thread)

Publication output has been low but has increased somewhat in recent years, rising from zero or one paper annually before 2020 to two or three per year between 2022 and 2026.

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

Publication cadence
Publications per year over the last 10 years — averaging 2.4/year recently
1718192020: 1 publication20212022: 3 publications3222023: 2 publications232024: 2 publications242025: 2 publications252026: 3 publications326
Recent publications
Publishes in
  • Lecture notes in computer science×2
  • arXiv (Cornell University)×2
  • Journal of Infection×1
  • Journal of Hazardous Materials×1
  • Bone Marrow Transplantation×1
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.

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