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mahmood726-cyber/README.md

Mahmood Ahmad

Tahir Heart Institute · Royal Free Hospital, London

Evidence-synthesis tools, courses, and methods atlases — built with and for clinicians and students in the Global South.

Cardiology specialist at the Royal Free Hospital, London, with a research home at the Tahir Heart Institute. I build evidence-synthesis tools, run a weekly micro-paper course at Makerere, and lead methods atlases on prediction-interval calibration, reproduction floors, and African representation in Cochrane reviews.

Full portfolio with live demos: mahmood726-cyber.github.io


Teaching & Capacity

Methods Atlases

  • PI Atlas — Year-long prediction-interval calibration study on 595 Pairwise70 reviews; pre-registration v1.0.0 tagged. (in-review) · source
  • Reproduction-Floor Atlas — 7,545 MAs across 595 Cochrane reviews; 14.3% non-reproducible at |Δ|>0.005. · source
  • Responder-Floor Atlas — Empirical implied MIDs exceed canonical by 1.28× to 3.81× (clustered bootstrap 95% CI; 2013 trial-arms). · source
  • cochrane-modern-re — DL→REML+HKSJ+PI flip-rate analysis on 6,386 Pairwise70 MAs; Tier-1 significance flip 8.2%. (published in Synthēsis, 2026) · source
  • ImpossibleMA — Possibility-envelope primitive for k=1, missing-SE, and adversarial pooling cases. (shipped) · source

Clinical Tools


ORCID: 0000-0000-0000-0000 · mahmood726@gmail.com · License: MIT

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  1. Metadta Metadta Public

    Multi-Persona Evidence Tribunal (MPET): A Cross-Paradigm Review Methodology

    HTML