BEST SCORE ON KAGGLE SO FAR , EVEN BETTER THAN THE KAGGLE TEAM MEMBER WHO DID BEST SO FAR. The project is about diagnosing pneumonia from XRay images of lungs of a person using self laid convolutional neural network and tranfer learning via inceptionV3. The images were of size greater than 1000 pixels per dimension and the total dataset was tagg…

Idiopathic pulmonary fibrosis (IPF) is a restrictive interstitial lung disease that causes lung function decline by lung tissue scarring. Although lung function decline is assessed by the forced vital capacity (FVC), determining the accurate progression of IPF remains a challenge. To address this challenge, we proposed Fibro-CoSANet, a novel end…

Deep Learning model for predicting Pulmonar Fibrosis evolution

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

A Web Application that can Detect Pneumonia from Chest X-ray images.

Automatic detection of covid-19 on x-ray images of the lungs.

Machine Learning 2 Course Project at RKMVERI, 2021. Published at The Imaging Science Journal (2023), Paper: https://www.tandfonline.com/doi/full/10.1080/13682199.2023.2174657

Detect Pneumonia Using Deep Learning Models (CNN and InceptionV3)

The aim is not only to make a model which can classify the chest x-ray data but also to extract the heat maps of the x-ray for faster diagnosis and making it more reliable to use in real time.

This project uses Convolutional Neural Networks to detect Covid-19 in chest X-rays.

CoronaVirus infection Detection in Lungs using AI

Tensorflow Keras Lung

Volume Local Analysis -- Chest Wall Plethysmography using Opto-Electronic Sensor Data

A Deep Learning Application for Detecting Lung Abnomalities

Research on the Lungs

Utilizing the power of Convolutional Neural Networks to create an accurate classification of Pneumonia from Lung X-rays.

This repository includes my Chest X-Ray Deep Learning-Flatiron School Module 4 Project. For this project, I made use of OS to access the data. The Pandas, NumPy, Matplotlib, Seaborn, and Plotly libraries were used to explore the data. Keras was used to build the image classifier.

A convolutional neural netowrk that detects covid-19 and pneumonia from x-ray scans of the lungs.

Lung Segmentation