mlx

A blog for machine learning experiments.

Validating the CheXpert model on your own data in 30 minutes

A Walkthrough For External Validation of Chest X-Ray Interpretation

By Pranav Rajpurkar, Jeremy Irvin, Matt Lungren, Curt Langlotz, Percy Liang on July 17th 2019 #AI #medicine #external validation #x-ray #imaging

Cardiotoxicity Prediction

Learnings from a few papers

By Jeremy Irvin, Pranav Rajpurkar on October 7th 2017 #healthcare

Visualizing A Convolutional Neural Network's Predictions

Learnings from a few papers

By Pranav Rajpurkar on September 18th 2017 #visualization

Arrhythmia Detection

Background and Challenges

By Pranav Rajpurkar on September 13th 2017 #healthcare

Treatment Effects with Decision Trees

Learnings from a few papers

By Pranav Rajpurkar on September 6th 2017 #healthcare

Survival Analysis

Learnings from a few papers

By Pranav Rajpurkar on September 3rd 2017 #healthcare

Risk Stratification For Patient Care

Learnings from a few papers

By Pranav Rajpurkar on September 2nd 2017 #healthcare

Dialog Systems

Learnings from a few papers

By Pranav Rajpurkar on August 31st 2017 #nlp #dialog

The Stanford Question Answering Dataset

Background, Challenges, Progress

By Pranav Rajpurkar on April 3rd 2017 #nlp #squad

Recognizing Musical Melodies for Secure Audio Pairing

Machine Learning for Computer Security

By Pranav Rajpurkar, Brad Girardeau on October 2nd 2016 #security