baotramduong/Brain-Tumor-Classification-with-Efficient-Net-and-Grad-CAM-Visualization
Brain Tumor Classification with Efficient Net Convolutional Neural Network (CNNs)
This tool helps medical professionals quickly classify brain tumors from MRI scans. You input a brain MRI image, and it tells you if it's a glioma, meningioma, pituitary tumor, or no tumor. It also highlights the specific regions in the MRI that led to that decision, providing transparency for radiologists and neurologists.
No commits in the last 6 months.
Use this if you are a radiologist or neurologist looking for an explainable AI assistant to help in the initial screening or interpretation of brain MRI images for tumor presence and type.
Not ideal if you require a diagnostic tool that replaces clinical judgment or need to analyze non-MRI imaging modalities.
Stars
15
Forks
6
Language
Jupyter Notebook
License
—
Category
Last pushed
Sep 21, 2021
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/baotramduong/Brain-Tumor-Classification-with-Efficient-Net-and-Grad-CAM-Visualization"
Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.
Higher-rated alternatives
MIDA-group/CytoBrowser
CytoBrowser, a JavaScript and Node.js driven environment for fast and accessible collaborative...
MohamedAliHabib/Brain-Tumor-Detection
Brain Tumor Detection Using Convolutional Neural Networks.
aksh-ai/neuralBlack
A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy...
AI-in-Cardiovascular-Medicine/AIVUS-CAA
A graphical user interface for deep learning intravascular ultrasound and optical coherence...
rishavchanda/Brain-Tumor-Detection
Brain tumor detection and prediction using keras vgg-16