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 55 breast cancer detection ai frameworks tracked. 2 score above 50 (established tier). The highest-rated is lishen/end2end-all-conv at 51/100 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	51	Established	389	Jupyter Notebook
2	nyukat/breast_cancer_classifier Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening	51	Established	886	Jupyter Notebook
3	naomifridman/BreastDCEDL BreastDCEDL is a deep learning–ready DCE-MRI dataset of 2,070 breast cancer...	49	Emerging	22	Jupyter Notebook
4	cbailes/awesome-ai-cancer Awesome artificial intelligence in cancer diagnostics and oncology	48	Emerging	162	—
5	LidiaGarrucho/MAMA-MIA The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset...	48	Emerging	93	Jupyter Notebook
6	nyukat/GMIC An interpretable classifier for high-resolution breast cancer screening...	48	Emerging	183	Jupyter Notebook
7	dangnh0611/kaggle_rsna_breast_cancer 1st place solution of RSNA Screening Mammography Breast Cancer Detection...	45	Emerging	92	Python
8	Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning Master's dissertation for breast cancer detection in mammograms using deep...	45	Emerging	105	TeX
9	nyukat/GLAM Weakly-supervised High-resolution Segmentation of Mammography Images for...	43	Emerging	48	Jupyter Notebook
10	gsurma/histopathologic_cancer_detector CNN histopathologic tumor identifier.	42	Emerging	27	Jupyter Notebook
11	PixelChicks/LifeAIFrontend LifeAI: AI-Powered Support for Breast Cancer Patients	41	Emerging	3	HTML
12	PixelChicks/LifeAI LifeAI: AI-Powered Support for Breast Cancer Patients	41	Emerging	3	Java
13	nyukat/mammography_metarepository Meta-repository of screening mammography classifiers	41	Emerging	72	Python
14	gholste/breast_mri_fusion [CVAMD 2021] "End-to-End Learning of Fused Image and Non-Image Feature for...	41	Emerging	43	Python
15	m3mentomor1/Breast-Cancer-Image-Classification-with-DenseNet121 This project utilizes a sophisticated deep learning model trained to...	41	Emerging	34	Jupyter Notebook
16	omar-mohamed/CDD-CESM-Dataset This is a helper repository for the CDD-CESM Mammogram Dataset containing...	40	Emerging	29	Python
17	bupt-ai-cz/BALNMP Predicting Axillary Lymph Node Metastasis in Early Breast Cancer Using Deep...	40	Emerging	68	Python
18	monajemi-arman/breast_cancer_detection AI Breast cancer detection using InBreast, CBIS-DDSM, MIAS mammography image datasets	40	Emerging	20	Python
19	Adamouization/Breast-Cancer-Detection-Mammogram-Deep-Learning-Publication Code for published article in PLOS ONE. Breast cancer detection in...	37	Emerging	16	Python
20	harshjuly12/Deep-Learning-Approaches-for-Enhanced-Breast-Cancer-Detection A deep learning project aimed at early detection of breast cancer by...	36	Emerging	12	Jupyter Notebook
21	AyaShehata903/BreastCancerDetection This program is designed to predict two severity of abnormalities associated...	35	Emerging	8	Jupyter Notebook
22	seraogianluca/breast-cancer-image-classification Breast abnormalities classification and diagnosis using TensorFlow developed...	35	Emerging	7	Jupyter Notebook
23	koesan/Breast_Cancer_Classification Breast cancer classification using ensemble deep learning with VGG16 and...	34	Emerging	5	Jupyter Notebook
24	hrsht-13/Breast-Cancer-Detection This project uses mammograms for breast cancer detection using deep learning...	34	Emerging	41	Jupyter Notebook
25	CraigMyles/cggm-mammography-classification Chinese Mammography Database (CMMD dataset) Deep Learning Classification Pipeline	31	Emerging	16	Jupyter Notebook
26	gu-lab20/MD-ALL Molecular Diagnosis (MD) of Acute Lymphoblastic Leukemia (ALL): An...	30	Emerging	7	R
27	SML-CompBio/OncoMark A deep learning tool designed to predict Cancer Hallmark activities from...	30	Emerging	3	Jupyter Notebook
28	andreped/DMDetect Code relevant for training, evaluating, assessing, and deploying CNNs for...	29	Experimental	9	Jupyter Notebook
29	LearnToCode180/Breast-Cancer-Classification Breast cancer classification from Mammogram images using Deep CNN with Keras...	29	Experimental	15	Jupyter Notebook
30	kunalkeshan/Hardware-Web-UI A graphical user interface (GUI) that is built on the Web and used to...	29	Experimental	7	TypeScript
31	clementapa/Prostate-Cancer-Image-Classification Deep Learning for medical imaging kaggle challenge for the MVA master...	25	Experimental	7	Jupyter Notebook
32	kaesit/oncomind Open Source AI Driven Cancer Analysis and Drug Sensitivity Platform	24	Experimental	1	TypeScript
33	mazurowski-lab/DBT-cancer-detection-algorithms Library of lesion detection algorithm codebases from the DBTex Digital...	24	Experimental	4	—
34	erdemormann/teknofest-2022-ai-in-health-competition Preparing Mammography Images for the ResNet Algorithm and Performing Data...	23	Experimental	4	Jupyter Notebook
35	djbyrne/Neural-Network-From-Scratch-Tumour-Diagnosis This notebook goes through how to build a neural network using only numpy....	22	Experimental	2	Jupyter Notebook
36	Rupu-techu/OncoAI-Cancer-Detector Onco-AI ia a Machine learning(ML) based system that is trained to detect...	22	Experimental	—	HTML
37	davide-coccomini/Convolutional-Neural-Network-for-Medical-Imaging-Analysis-Abnormality-detection-in-mammography Classifiers trained to distinguish between masses and calcifications within...	21	Experimental	1	Jupyter Notebook
38	ibrar-syed/mammography-classification_by_Deep_Learning A modular, scalable, deep learning-based pipeline for classifying...	20	Experimental	3	Python
39	jagannathBhat/benant Help people determine if a tumor on their skin is Benign or Malignant	18	Experimental	2	JavaScript
40	pabramber01/histopathologic-cancer-detection Histopathologic cancer analysis and predictive model.	17	Experimental	—	Jupyter Notebook
41	mkromah/gbm-multisource-biomarker-project A multi-cohort transcriptomic analysis framework for identifying...	14	Experimental	—	Jupyter Notebook
42	soujo/RAA-MIL RAA-MIL: A NOVEL FRAMEWORK FOR CLASSIFICATION OF ORAL CYTOLOGY	13	Experimental	—	—
43	thekripaverse/Breast-Cancer-Classification-using-Neural-Network A deep learning–based breast cancer classification system using a neural...	13	Experimental	—	Jupyter Notebook
44	0mohamed123/IDC-breast-cancer-detection Deep learning model for classifying breast cancer histopathology images into...	13	Experimental	—	Jupyter Notebook
45	Kvj-Harsha/busi-cancer-classifier-dlmi Deep learning-based breast cancer classification system using ResNet101...	13	Experimental	—	Jupyter Notebook
46	rabiaedayilmaz/vindr-mammo Baseline for Breast Mass Detection via BI-RADS Score by Using YOLO Models	13	Experimental	9	Jupyter Notebook
47	PiotrTymoszuk/FGFR-BLCA Genetic alterations and expression of genes coding for FGF ligands and FGF...	13	Experimental	—	TeX
48	zahramh99/Medical-Image-Cancer-Detection A deep learning pipeline using PyTorch to detect metastatic cancer in...	13	Experimental	—	Jupyter Notebook
49	mar-kan/thesis BSc thesis: "Convolutional Neural Networks and their Application in Cancer...	12	Experimental	5	Jupyter Notebook
50	twpkevin06222/MasterThesis Classification of Clinically Significant Prostate Cancer with 3D...	12	Experimental	7	Jupyter Notebook
51	aldew5/Mammogram-Checking Checking mammograms by radiologists in Vienna at ECR.	11	Experimental	—	TypeScript
52	priyam-03/GA-Feature-Selector-Lung-Cancer Genetic Algorithm based Deep Feature Selector for Cancer Detection in Lung...	11	Experimental	—	Jupyter Notebook
53	sa1ah-ai/breast-cancer-mammogram-classification Deep learning classification of breast cancer in mammogram images using...	11	Experimental	2	Jupyter Notebook
54	femiogundare/prostate-cancer-genomics Precision Cancer Medicine.	10	Experimental	2	HTML
55	habiburrahman-mu/Breast-Cancer-Classification-using-TensorFlowJS Breast Cancer Classification using Browser-Based Model with TensorFlowJS	10	Experimental	2	HTML

Comparisons in this category

breast_cancer_classifier and Breast-Cancer-Image-Classification-with-DenseNet121 (51 vs 41) breast_cancer_classifier and Deep-Learning-Approaches-for-Enhanced-Breast-Cancer-Detection (51 vs 36) end2end-all-conv and Deep-Learning-Approaches-for-Enhanced-Breast-Cancer-Detection (51 vs 36) LifeAIFrontend and LifeAI (41 vs 41)