AmirhosseinHonardoust/Tumor-Doppelganger-Studio
Similarity-first interpretability studio for breast tumor samples: pick a case, find its closest “twins” (benign/malignant look-alikes), visualize neighborhood structure, compare feature fingerprints, and run minimal-change counterfactual edits toward a target class. Educational demo only, not for diagnosis.
This tool helps medical researchers and students understand breast tumor samples by finding their closest 'twins' – similar benign or malignant cases. You input a specific tumor sample, and it outputs a gallery of look-alike cases, highlighting which features make them similar or different. This is useful for exploring patterns in tumor data and seeing how specific characteristics relate to diagnosis.
Use this if you are a medical researcher or student who wants to explore the similarity and difference patterns among breast tumor samples from an educational dataset.
Not ideal if you need a diagnostic tool or are seeking medical advice, as this is an educational demo only and not intended for clinical use.
Stars
17
Forks
—
Language
Python
License
MIT
Category
Last pushed
Dec 21, 2025
Commits (30d)
0
Get this data via API
curl "https://pt-edge.onrender.com/api/v1/quality/ml-frameworks/AmirhosseinHonardoust/Tumor-Doppelganger-Studio"
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