Binary Classifier using CNN from Keras module in python. Pneumothorax Detection Project From MIT's 6.S191 Course Lab

Using CNNs for the 2019 SIIM-ACR Pneumothorax Segmentation Kaggle Challenge

https://www.kaggle.com/c/siim-acr-pneumothorax-segmentation

Top 7% model during the SIM-ACR Pneumothorax Segmentation competition on Kaggle

Kaggle SIIM-ACR Pneumothorax Segmentation - Top 4% (50/1475)

Kaggle competetion for Pheumothorax

This repository contains the image classification followed by semantic segmentation of Chest X-Rays to detect a clinical condition called Pneumothorax.

ICVGIP' 18 Oral Paper - Classification of thoracic diseases on ChestX-Ray14 dataset

Classifying and localizing x-ray images into 5 category of "Normal", "Infiltration", "Atelectasis", "Effusion", and "Pneumothorax"

a simple png file upload and detect whether a patient has pneumothorax or not. Unet with back bone of inception resnet v2 is used here.

Pneumothorax classification from CXR images