lung

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

This is the hands-on deep learning tutorial series for the 2018/2019 Medical AI course by DeepOncology AI.

This is the preprocessing step of the LIDC-IDRI dataset

A basic framework for pulmonary nodule detection and characterization in CT

Lobe Segmentation

Lung Extraction from Chest X-ray for Efficient Computing

Code for COVID19 CT labeling. Submillimetric CT dataset provided as well.

There are some examples of 3D Medical Image Process

Automatic classification of tertiary bronchi based on bronchus masks using a rule-based approach.

Um projeto Brasileiro para combate ao COVID19.

Early exploration of detecting signs of lung pathology in COVID-19 Lung CT cases

Pulmonary nodules computer-aided diagnosis demo system.

Reimplementation of the PLS-Net architecture used for lung lobe segmentation in CT

Workflow-centred open-source fully automated lung volumetry in chest CT.

In this competition, we’ll predict a patient’s severity of decline in lung function based on a CT scan of their lungs. We’ll determine lung function based on output from a spirometer, which measures the volume of air inhaled and exhaled.

Neural network to predict chances of mortality if a patient undergoes a lung resection surgery.

Machine Learning approach to diagnose COVID-19 via X-Ray images

Implemented a CNN in Keras, that is trained on Lung Xrays to predict whether a patient has TB or not

A vacuum powered DIY Ventilator, all parts and valves 3D printed or from household stores, no electronics.

Algorithms for finding optimal solutions for lung exchange

Genomic Data Commons Query

Lung Ultrasound - automatic detection of pathologies (COVID-19 and pneumonia).

An interactive index of biomarkers

lung texture classification via deep learning

This is a WebApp, which detects lung diseases with integrated stripe payment processing.

mathematical and physical model with sigmoid compliance of a human lung system suitable for use in testing embedded systems

This is an opensource project of voxel-level COVID-19 lesion forecast system, which is presented in our paper: Voxel-level forecast system for lesion development in patients with COVID-19.

Lung fields segmentation on tomography images using convolutional neural networks.

Development and validation of a robust RNA-seq based prognostic signature in non-small cell lung cancer