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Data science . AI . Clinical safety

Digital tools for health care

I'm Nick, a GP and tech enthusiast. Here are some thoughts on machine learning, language models, simulations, tools, and the safe use of clinical technology in primary care.

Don't Wordle: an optimiser 2026-09-06 · tool

Don't Wordle: an optimiser

Enter a known Don't Wordle answer and search for a high-scoring six-guess sequence.

AskTT 2026-06-09 · project

AskTT

A retrieval-augmented question-answering language model connected to a specialist forum corpus.

TTGPT 2.3 2026-06-06 · project

TTGPT 2.3

A hosted small language model trained on forum posts and exposed as an interactive demo.

TTGPT 1.1 2026-06-05 · project

TTGPT 1.1

A small browser-based language model trained on forum posts.

MicroMedGPT 2026-06-04 · project

MicroMedGPT

A tiny GPT model generating medication names.

Browser Image Classifier 2026-04-06 · tool

Browser Image Classifier

A small browser-based neural-network demo for classifying simple animal drawings.

Browser Shape Classifier 2026-04-06 · tool

Browser Shape Classifier

A compact neural-network demo that classifies hand-drawn triangles, circles, and squares in the browser.

Live QRISK3 2026-03-29 · tool

Live QRISK3

A dynamic QRISK3 tool that shows how estimated 10-year cardiovascular risk changes as parameters are adjusted.

Discrete Event Simulation 2026-03-22 · project

Discrete Event Simulation

A recreation of a published simulation model using SimPy

Demand Forecasting 2026-02-06 · project

Demand Forecasting

A project to forecast daily emergency attendances over a 28-day horizon.

C&P Toolkit 2026-02-01 · project

C&P Toolkit

Tool to help when preparing for a day of C&P medical examinations. The repo is private, please message me for access.

Intersectional Fairness Toolkit 2026-01-06 · project

Intersectional Fairness Toolkit

A package for evaluating intersectional fairness in machine learning models applied to tabular health datasets.

Hospital Database 2025-11-25 · project

Hospital Database

A relational database representing the activities of a group of hospitals.

Optimising online triage 2025-10-17 · project

Optimising online triage

Application of Healthcare Queueing Models to Online Triage Systems in Primary Care

clini.co.uk 2025-06-01 · project

clini.co.uk

A tool for extracting structured data from clinical documents and generating personalised medical reports.

BMI Calculator 2025-04-10 · tool

BMI Calculator

Enter height and weight to calculate and explain body mass index. With a summary of the limitations of BMI.

Colour Vision Test 2025-04-10 · tool

Colour Vision Test

A quick reference tool for screening red–green color vision deficiency using a selection of Ishihara plates.

Growth Charts 2025-04-10 · tool

Growth Charts

Plot weight and height on paediatric growth charts using age, sex, and date of measurement. Useful for visualising growth trends and identifying problems.

Dermatome Map 2025-04-09 · tool

Dermatome Map

A visual guide to dermatomes for localising sensory symptoms and identifying spinal nerve involvement.

Kidney Calculator 2025-04-09 · tool

Kidney Calculator

A clinical calculator for estimating kidney function using both eGFR and Creatinine Clearance. Useful for staging CKD and guiding drug dosing.

Visual Acuity Test 2025-04-09 · tool

Visual Acuity Test

Snellen and Logmar charts plates for screening visual acuity. Suitable for use on a phone or computer.

ICD-10 Lookup Tool 2025-04-08 · tool

ICD-10 Lookup Tool

Look up ICD-10 codes for common symptoms and diagnoses.

Lab Unit Converter 2025-04-08 · tool

Lab Unit Converter

Convert common lab values between US and European units. A quick-reference tool for interpreting international lab results.

Kids' Doses 2025-04-08 · tool

Kids' Doses

A quick-reference tool for calculating common paediatric drug doses based on weight. Always cross-check with the BNFc or local guidelines.

Sumfing Number Puzzle 2024-06-01 · game

Sumfing Number Puzzle

A compact browser puzzle about arranging numbered tiles to satisfy a target sum.

Moser’s Circle Problem - and why we still need GPs 2023-12-20 · article

Moser’s Circle Problem - and why we still need GPs

Recently I was thinking about why GP training needs to take so long. Why can't we just replace GPs with reasonably smart people and computers?

What are GPs for when the Chips are Down? 2021-11-24 · article

What are GPs for when the Chips are Down?

They say that today’s papers will wrap tomorrow’s chips, but that hasn't actually been true since about 1981, when they realised the dyes in the ink were poisonous.


Disclaimer

This site is intended as a light reference tool and should not be relied upon as a sole source of information for clinical decision-making. There may be errors. Clinical users must verify all information against authoritative sources such as national guidelines or clinical protocols, and are responsibile for safe use.

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