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bootstrap-statistics

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Hilary-Henshaw / radiolens

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MobileNetV2 pneumonia classifier validated on an independent 485-sample cross-operator cohort. 96.4% sensitivity, 96.4% ROC-AUC, bootstrap p=0.978. FastAPI inference API, Streamlit dashboard, DICOM support, Docker-ready

python docker computer-vision deep-learning tensorflow keras cross-validation dicom medical-imaging transfer-learning radiology binary-classification chest-xray mobilenetv2 fastapi streamlit clinical-ai healthcare-ai bootstrap-statistics
  • Updated Apr 13, 2026
  • Python

shubh-chawda / fin-ratio-projectile-aero

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Physics-informed simulation of projectile aerodynamics, investigating how fin-length-to-diameter (L/D) ratios influence range and velocity decay. Featuring RK4 integration, bisection optimisation, and statistical bootstrapping.

python computational-physics data-analysis matplotlib numerical-methods physics-simulation trajectory-optimization inverse-problems fluid-dynamics aerodynamics runge-kutta bootstrap-statistics
  • Updated May 6, 2026
  • Python

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