Name: Johnson Thomas
Type: User
Bio: Physician by trade.Started with GWBasic. Progressed through Turbo Pascal, C, C++, Visual Basic, PHP, HTML,Objective C, Swift & Python. Now trying out ML & AI
Twitter: JohnsonThomasMD
Blog: https://www.thyroidbx.com/
Johnson Thomas's Projects
Malaria detection tutorial
A graph-based functional API for building complex scikit-learn pipelines.
Body Roundness Index Calculator
Data Efficient & Weakly Supervised Computational Pathology on Whole Slide Images
Code and files to go along with CS329s machine learning model deployment tutorial.
Deploying machine learning model using flask
A web based form for diabetic patient intake. You fill the form on the website and click submit. The result will be a beautifully formatted intake note as a PDF file. Possible uses - converting web forms to PDF. You just need one PHP file. No other libraries. Hats off to creators of FPDF. http://www.fpdf.org/
Xcode project for iPhone app Endo Tools - An app for physicians / endocrinologists to do complex medical calculations and decisions with few clicks
A collection of companion Jupyter notebooks for Ensemble Methods for Machine Learning (Manning, 2020)
A Binder-compatibible repo with a Dockerfile
exten
Draft of the fastai book
Create UIs for prototyping your machine learning model in 3 minutes
HAM10000 dataset
DenseNet, Fastai v1, protein
Deep Neural Network based Image Similarity ranking on Azure using CNTK
My note-books for Kaggle Competition
Local voice chat
Predict breast cancer using machine learning in Python. Step by step tutorial.
Samples for ML.NET, an open source and cross-platform machine learning framework for .NET.
Detect malaria from microscope pictures taken using cellphones without using GPU. Turicreate
Using Fastai to detect malaria
Medical machine learning functions and library
Melanoma classification
Diagnose skin cancer with Fastai library and Google Colab
The Noa app for iOS and Android