Breast Cancer Detection AI ML Frameworks

Deep learning and computer vision systems for detecting, classifying, and diagnosing breast cancer from medical imaging (mammograms, ultrasound, histopathology). Does NOT include general medical imaging, other cancer types, or non-diagnostic breast health applications.

There are 49 breast cancer detection ai frameworks tracked. The highest-rated is lishen/end2end-all-conv at 44/100 with 389 stars.

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#	Framework	Score	Tier	Stars	Language
1	lishen/end2end-all-conv Deep Learning to Improve Breast Cancer Detection on Screening Mammography	44	Emerging	389	Jupyter Notebook
2	nyukat/breast_cancer_classifier Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening	44	Emerging	886	Jupyter Notebook
3	naomifridman/BreastDCEDL BreastDCEDL is a deep learning–ready DCE-MRI dataset of 2,070 breast cancer...	42	Emerging	22	Jupyter Notebook
4	nyukat/GMIC An interpretable classifier for high-resolution breast cancer screening...	41	Emerging	183	Jupyter Notebook
5	cbailes/awesome-ai-cancer Awesome artificial intelligence in cancer diagnostics and oncology	41	Emerging	162	—
6	LidiaGarrucho/MAMA-MIA The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset...	41	Emerging	93	Jupyter Notebook
7	Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning Master's dissertation for breast cancer detection in mammograms using deep...	38	Emerging	105	TeX
8	dangnh0611/kaggle_rsna_breast_cancer 1st place solution of RSNA Screening Mammography Breast Cancer Detection...	38	Emerging	92	Python
9	nyukat/GLAM Weakly-supervised High-resolution Segmentation of Mammography Images for...	36	Emerging	48	Jupyter Notebook
10	gsurma/histopathologic_cancer_detector CNN histopathologic tumor identifier.	35	Emerging	27	Jupyter Notebook
11	nyukat/mammography_metarepository Meta-repository of screening mammography classifiers	34	Emerging	72	Python
12	m3mentomor1/Breast-Cancer-Image-Classification-with-DenseNet121 This project utilizes a sophisticated deep learning model trained to...	34	Emerging	34	Jupyter Notebook
13	PixelChicks/LifeAI LifeAI: AI-Powered Support for Breast Cancer Patients	34	Emerging	3	Java
14	PixelChicks/LifeAIFrontend LifeAI: AI-Powered Support for Breast Cancer Patients	34	Emerging	3	HTML
15	gholste/breast_mri_fusion [CVAMD 2021] "End-to-End Learning of Fused Image and Non-Image Feature for...	34	Emerging	43	Python
16	omar-mohamed/CDD-CESM-Dataset This is a helper repository for the CDD-CESM Mammogram Dataset containing...	33	Emerging	29	Python
17	bupt-ai-cz/BALNMP Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep...	33	Emerging	68	Python
18	monajemi-arman/breast_cancer_detection AI Breast cancer detection using InBreast, CBIS-DDSM, MIAS mammography image datasets	33	Emerging	20	Python
19	koesan/Breast_Cancer_Classification Breast cancer classification using ensemble deep learning with VGG16 and...	31	Emerging	5	Jupyter Notebook
20	SML-CompBio/OncoMark A deep learning tool designed to predict Cancer Hallmark activities from...	30	Emerging	3	Jupyter Notebook
21	Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning-Publication Code for published article in PLOS ONE. Breast cancer detection in...	30	Emerging	16	Python
22	harshjuly12/Deep-Learning-Approaches-for-Enhanced-Breast-Cancer-Detection A deep learning project aimed at early detection of breast cancer by...	29	Experimental	12	Jupyter Notebook
23	AyaShehata903/BreastCancerDetection This program is designed to predict two severity of abnormalities associated...	28	Experimental	8	Jupyter Notebook
24	seraogianluca/breast-cancer-image-classification Breast abnormalities classification and diagnosis using TensorFlow developed...	28	Experimental	7	Jupyter Notebook
25	hrsht-13/Breast-Cancer-Detection This project uses mammograms for breast cancer detection using deep learning...	27	Experimental	41	Jupyter Notebook
26	CraigMyles/cggm-mammography-classification Chinese Mammography Database (CMMD dataset) Deep Learning Classification Pipeline	24	Experimental	16	Jupyter Notebook
27	gu-lab20/MD-ALL Molecular Diagnosis (MD) of Acute Lymphoblastic Leukemia (ALL): An...	23	Experimental	7	R
28	kaesit/oncomind Open Source AI Driven Cancer Analysis and Drug Sensitivity Platform	23	Experimental	1	TypeScript
29	Rupu-techu/OncoAI-Cancer-Detector Onco-AI ia a Machine learning(ML) based system that is trained to detect...	22	Experimental	—	HTML
30	andreped/DMDetect Code relevant for training, evaluating, assessing, and deploying CNNs for...	22	Experimental	9	Jupyter Notebook
31	LearnToCode180/Breast-Cancer-Classification Breast cancer classification from Mammogram images using Deep CNN with Keras...	22	Experimental	15	Jupyter Notebook
32	kunalkeshan/Hardware-Web-UI A graphical user interface (GUI) that is built on the Web and used to...	22	Experimental	7	TypeScript
33	clementapa/Prostate-Cancer-Image-Classification Deep Learning for medical imaging kaggle challenge for the MVA master...	18	Experimental	7	Jupyter Notebook
34	mazurowski-lab/DBT-cancer-detection-algorithms Library of lesion detection algorithm codebases from the DBTex Digital...	17	Experimental	4	—
35	erdemormann/teknofest-2022-ai-in-health-competition Preparing Mammography Images for the ResNet Algorithm and Performing Data...	16	Experimental	4	Jupyter Notebook
36	pabramber01/histopathologic-cancer-detection Histopathologic cancer analysis and predictive model.	15	Experimental	—	Jupyter Notebook
37	djbyrne/Neural-Network-From-Scratch-Tumour-Diagnosis This notebook goes through how to build a neural network using only numpy....	15	Experimental	2	Jupyter Notebook
38	Kvj-Harsha/busi-cancer-classifier-dlmi Deep learning-based breast cancer classification system using ResNet101...	14	Experimental	—	Jupyter Notebook
39	victojaquesjaques-boop/oncoinfer-ai 🧬 Accelerate tumor-type predictions with OncoInfer, a Flask-based AI service...	14	Experimental	—	JavaScript
40	mkromah/gbm-multisource-biomarker-project A multi-cohort transcriptomic analysis framework for identifying...	14	Experimental	—	Jupyter Notebook
41	davide-coccomini/Convolutional-Neural-Network-for-Medical-Imaging-Analysis-Abnormality-detection-in-mammography Classifiers trained to distinguish between masses and calcifications within...	14	Experimental	1	Jupyter Notebook
42	ibrar-syed/mammography-classification_by_Deep_Learning A modular, scalable, deep learning-based pipeline for classifying...	14	Experimental	3	Python
43	soujo/RAA-MIL RAA-MIL: A NOVEL FRAMEWORK FOR CLASSIFICATION OF ORAL CYTOLOGY	11	Experimental	—	—
44	thekripaverse/Breast-Cancer-Classification-using-Neural-Network A deep learning–based breast cancer classification system using a neural...	11	Experimental	—	Jupyter Notebook
45	0mohamed123/IDC-breast-cancer-detection Deep learning model for classifying breast cancer histopathology images into...	11	Experimental	—	Jupyter Notebook
46	zahramh99/Medical-Image-Cancer-Detection A deep learning pipeline using PyTorch to detect metastatic cancer in...	11	Experimental	—	Jupyter Notebook
47	PiotrTymoszuk/FGFR-BLCA Genetic alterations and expression of genes coding for FGF ligands and FGF...	11	Experimental	—	TeX
48	shalabhsuman/oncoinfer-ai OncoInfer is a stateless Flask-based web API with a React frontend for ML &...	11	Experimental	—	JavaScript
49	jagannathBhat/benant Help people determine if a tumor on their skin is Benign or Malignant	11	Experimental	2	JavaScript

Comparisons in this category

LifeAIFrontend and LifeAI (34 vs 34)