mdalmas/covid19_xray_detection
Detecting Covid 19 in a person using PA Chest X-ray images, Using Deep-learning & Tensorflow
This helps radiologists or medical practitioners quickly screen for COVID-19 by analyzing chest X-ray images. You input a patient's PA chest X-ray image, and it outputs a classification indicating whether COVID-19 is detected. It's designed for medical professionals needing an automated assistant for initial COVID-19 screening.
No commits in the last 6 months.
Use this if you are a medical professional looking for an automated preliminary screening tool for COVID-19 using X-ray images.
Not ideal if you need a diagnostic tool with guaranteed high accuracy, as this model has limited training data and stated accuracy concerns.
Stars
17
Forks
10
Language
Jupyter Notebook
License
—
Category
Last pushed
Oct 25, 2022
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/mdalmas/covid19_xray_detection"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
mlmed/torchxrayvision
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and...
kaushikjadhav01/COVID-19-Detection-Flask-App-based-on-Chest-X-rays-and-CT-Scans
COVID-19 Detection Chest X-rays and CT scans: COVID-19 Detection based on Chest X-rays and CT...
NeelBhowmik/xray
List of datasets and papers in X-ray security images (Computer vision/Machine Learning)
priyavrat-misra/xrays-and-gradcam
Classification and Gradient-based Localization of Chest Radiographs using PyTorch.
jannisborn/covid19_ultrasound
Open source lung ultrasound (LUS) data collection initiative for COVID-19.