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8 followers · 8 following

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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@heorltd

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padj/README.md

Hello 👋

I’m Thomas Padgett, a principal health data scientist at HEOR, ex-aerospace engineer, with a PhD in computational fluid dynamics and agent-based modelling. I'm big on nature, being outside, plants, and mountains. 🌱🌱🌱

On-going work ✨

» Machine learning and data analytics using real world data (CPRD/HES).
» Derivation of risk equations from clinical trials.
» Population-level infectious disease modelling & vaccine public health impact.
» Early drug pricing/revenue forecasting, inc. optimisation approaches for market access launch sequencing.

Interests 👀

» Heuristic optimisation techniques and their application to health.
» Health economic evaluations in R, particularly simulation (individual-level) models for obesity and diabetes.
» Building simple example models on Github (PSM, cSTM, SEIR, etc.)

Popular repositories Loading

  1. Age_Structure_Predictor Age_Structure_Predictor Public

    This project considers the prediction of the age structure/population pyramid of the United Kingdom based on ONS/UN data for birth rates, mortalities, and net migration values starting with initial…

    Python 1

  2. Genetic_Algorithm_TSP Genetic_Algorithm_TSP Public

    A bespoke python genetic algorithm to solve the generalised 2D travelling salesman problem.

    Python

  3. Patient_Level_Disease_Model Patient_Level_Disease_Model Public

    Simple model of a fictitious disease.

    Python

  4. Desire_Paths Desire_Paths Public

    This script simulates desire paths in a 2D domain using a biased A* algorithm, and pre-defined path and obstacle locations.

    Python

  5. padj padj Public

    Config files for my GitHub profile.

  6. strokePredictionML strokePredictionML Public

    Documenting ML approaches to predicting which patients suffer stroke, based on the Kaggle strokePrediction dataset available at: https://www.kaggle.com/fedesoriano/stroke-prediction-dataset

    R