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deadskull7 /Pneumonia-Diagnosis-using-XRays-96-percent-Recall

Star103

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…

kaggle healthcare confusion-matrix transfer-learning inceptionv3 xray f1-score precision-recall lungs pneumonia-diagnosis

UpdatedApr 22, 2023
Jupyter Notebook

zabir-nabil /Fibro-CoSANet

Star20

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 pytorch mri ct-scans pulmonary lungs efficientnet fvc lung-disease efficient-networks lungs-ct-scan

UpdatedApr 14, 2021
Python

EnricRovira /Pulmonar_Fibrosis_Progression

Star5

Deep Learning model for predicting Pulmonar Fibrosis evolution

encoder images decoder medical predictions fibrosis lungs pulmonar

UpdatedOct 12, 2020
Jupyter Notebook

Pegah-Ardehkhani /Pneumonia-Diagnosis-in-Chest-X-ray-Images

Star5

Detect Pneumonia Using Deep Learning Models (CNN and InceptionV3)

data-science machine-learning deep-neural-networks deep-learning tensorflow machine-learning-algorithms image-processing cnn healthcare deep-learning-algorithms image-classification transfer-learning x-ray-images pneumonia pneumonia-detection lungs pneumoniac-xray pneumonia-classification pneumonia-diagnosis deep-learning-healthcare

UpdatedJun 23, 2022
Jupyter Notebook

NamrataThakur /SIIM-PCR-Pneumothorax-Segmentation

Star4

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

deployment image-classification image-segmentation flask-api imbalanced-data chest-xray unet-keras pneumothorax lungs unetplusplus chexnet-model train-rle doubleunet

UpdatedMay 15, 2021
Jupyter Notebook

gabbygab1233 /Pneumonia-Prediction-from-Xray-Images-Using-Pytorch-Fastai

Star3

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

image detection deeplearning patients chest-xrays pneumonia lungs xray-images imageclassifier

UpdatedMay 1, 2023
Jupyter Notebook

jedrzejd /Covid_detection

Star3

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

machine-learning deep-learning cv lungs xray-image

UpdatedDec 7, 2020
Jupyter Notebook

Jimut123 /bmsan

Star3

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

dice deep-learning model medical segmentation datasets unet attention-mechanism jaccard brain-mri isic-2017 skin-lesion lungs multiresunet attention-unet attention-r2-unet r2-unet kvasir-seg

UpdatedApr 27, 2023
Jupyter Notebook

mano3-1 /CovidNet

Star2

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.

deeplearning denoising-autoencoders gradcam self-supervised-learning lungs covid-data efficientnetb7

UpdatedMay 8, 2020
Jupyter Notebook

hamza-mughees /Microsoft-Detecting-COVID-19

Star2

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

python machine-learning deep-learning jupyter-notebook cnn convolutional-neural-networks x-ray lungs covid-19 covid-chestxray-dataset

UpdatedMay 5, 2021
Jupyter Notebook

ruixiao85 /LungNeuralNet

Star1

Tensorflow Keras Lung

neural-network segmentation convolutional-networks lungs

UpdatedAug 6, 2019
Python

jayroy9825 /Covid-detection-in-lungs-using-Ai

Star1

CoronaVirus infection Detection in Lungs using AI

ai x-ray lungs coronavirus covid-19

UpdatedOct 20, 2021
Python

fcr3 /aeolux

Star1

A Deep Learning Application for Detecting Lung Abnomalities

detection ml dl xray lungs

UpdatedMay 7, 2021
Jupyter Notebook

stefanomoriconi /VoLoAn_master

Star1

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

local analysis breathing volume resting-state optoelectronics sports-analytics lungs abdominal tetrahedral-mesh rib-cage volumetry plethysmography chest-wall

UpdatedJan 12, 2022

Nidal-Shahin /COVID-19-Detection-from-Chest-X-Rays

Star0

For the Semester-Final Team Project, my friends and I have built a CNN model to classify chest X-ray images into Normal, COVID-19, and Pneumonia (Viral/Bacterial) cases.

python machine-learning ai deep-learning code notebook detection cnn pytorch artificial-intelligence neural-networks classification convolutional-neural-networks chest-xray-images pneumonia lungs cxr coronavirus covid-19 covid19

UpdatedFeb 18, 2025
Jupyter Notebook

Ronfleex /Research_Lungs

Star0

Research on the Lungs

navier-stokes edp lungs

UpdatedMar 22, 2024
C++

roydipta /xray_pneumonia

Star0

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

doctors pneumonia imbalance lungs

UpdatedFeb 19, 2021
Jupyter Notebook

lopez-christian /Chest-X-Ray-Deep-Learning-Project

Star0

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.