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Mreghbal/README.md

Hi there 👋, I'm Reza Eghbal

Bias-Resistant Health 4.0 Systems Developer

Python & AI Developer — Healthcare IT (HIT) • Health Information Exchange (HIE) • Wearables & IoT

LinkedIn - Reza Eghbal Visitors


About me

I am Reza Eghbal, a Python programmer and AI developer specializing in HIT and practical HIE.
I focus on bias-resistant health systems, wearable data pipelines, and real-time monitoring.

I drive innovation by:

  • Processing and integrating real-time multi-source data (incl. IoB)
  • Designing gamified pathways to improve patient engagement
  • Aligning technology with proactive care and health-equity goals

Let’s connect → https://www.linkedin.com/in/mreghbal/


Healthcare datasets & sources I track/use

Access/usage varies (open, application-based, or restricted).
I strictly follow licensing, privacy, and ethics guidelines.

Waveforms & Wearables

  • WESAD (wrist PPG + chest Resp/ECG, lab stress)
  • PPG-DaLiA (free-living wrist PPG with motion)
  • BIDMC PPG & Resp (clinical)
  • MIT-BIH Arrhythmia, Apnea-ECG, Sleep-EDF, CapnoBase (licensed), PhysioNet collections

EHR / ICU / Claims

  • MIMIC-III / MIMIC-IV, MIMIC-CXR
  • eICU-CRD
  • CMS Medicare / Medicaid claims (restricted)
  • HCUP (NIS, SID)
  • Synthea (synthetic EHR)

Population, Cancer, Surveys

  • BRFSS, NHANES, CDC WONDER
  • SEER (US cancer registry), UK Biobank (application)
  • NIH All of Us, OpenSAFELY (UK)

Imaging & Multi-modal (examples)

  • CheXpert, ChestX-ray14, LUNA16, ISIC (dermatology), HAM10000

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