LabCompass

Shreyas N. Samaga

Computer Science · Purdue University West Lafayette

OpenAlex ORCID
Early career · publishing since 2021
Topological and Geometric Data AnalysisAdvanced Graph Neural NetworksArtificial Intelligence in HealthcareCOVID-19 diagnosis using AICOVID-19 Clinical Research Studies

Publications

15

Citations

65

Est. group size

~1

Recurring co-author estimate

Active years

6

Publishing since 2021

Research summary
AI-generated

This researcher's work spans two areas: building software tools for analyzing data with topological and geometric structure (methods that study shapes and connections in complex data, including graph-based machine learning), and applying data-driven models to healthcare, particularly predicting severity and mortality outcomes in COVID-19 patients using clinical data from India. The publication record reflects a mix of open-source machine learning tooling and applied clinical prediction research.

Topological and geometric data analysisGraph neural networksMachine learning software toolsAI applications in healthcareCOVID-19 clinical outcome prediction

Publication activity began around 2021 and has continued at a modest, relatively steady pace of about 2-3 papers per year since then.

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
171819202021: 3 publications212022: 2 publications222023: 2 publications232024: 3 publications242025: 1 publication252026: 4 publications426
Recent publications
Publishes in
  • arXiv (Cornell University)×10
  • Diabetes & Metabolic Syndrome Clinical Research & Reviews×1
  • PLOS Digital Health×1
  • DROPS (Schloss Dagstuhl – Leibniz Center for Informatics)×1
  • Underline Science Inc.×1
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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 20, 2026.

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