Pneumothorax Detection from Human X-Ray Scans

Prashant Kumar Rai

Prashant Kumar Rai

Puducherry, Puducherry

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based on chest X-ray images this model classifies the patients of pneumothorax(dropped or collapsed lungs). ...learn more

Project status: Under Development

Artificial Intelligence

Overview / Usage

A pneumothorax (noo-moe-THOR-aks) is a collapsed lung. A pneumothorax occurs when air leaks into the space between your lung and chest wall. This air pushes on the outside of your lung and makes it collapse. In most cases, only a portion of the lung collapses.
in this project, we will develop a model which predict that patient is afflicted or not based on the x-ray image.

Methodology / Approach

to accomplishing this task we'll use a convolutional neural network based model and to train this model we will use ChestXray dataset.

Technologies Used

Python
Keras
Jupyter notebook

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