Motivation As per the WHO guidelines an abnormal CXR is an indication for full diagnostic evaluation. All patients with unexplained findings suggestive of TB on CXR should be evaluated for TB with a bacteriological diagnostic test. CXR can be use...

More than 250 years ago, the challenge of making predictions from small data weighed strongly on presbyterian minister Reverend Bayes of Tunbridge Wells, England. Looking to the easily banal Raffles of the 18th Century England he wondered what on...

Resources-For-ML Here is a curated List of Resources for Machine Learning A. Machine Learning 1) My personal favourite, I started my datascience journey with this and I recommend it as a starting point,not too heavy on the math though Data-mining...

Recently I was given an assignment at work, where I had to generate Segmentation Mask from Ultrasound Images.As I was reading through the articles, I came across this paper I was asked to compute average dice-coeffcient as my error metric, but af...

Screening Model On the test-run of Version 1.0 of Tuberculosis Classification Model, a need for segregating good quality Chest X-Rays from X-rays of other body parts was realized. Accordingly I tried out two approaches: 1) Anomaly detection t...