Breast Cancer Screening AI ML Frameworks

Datasets, prototypes, and research artifacts from human-computer interaction studies on AI-assisted breast cancer diagnosis and radiologist workflows. Does NOT include general medical imaging frameworks, histopathology tools, or broader healthcare AI systems.

There are 50 breast cancer screening ai frameworks tracked. The highest-rated is CTCycle/XREPORT-radiological-reports-generator at 44/100 with 6 stars.

Get all 50 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=ml-frameworks&subcategory=breast-cancer-screening-ai&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

#	Framework	Score	Tier	Stars	Language
1	CTCycle/XREPORT-radiological-reports-generator Automatic generation of descriptive radiological reports from X-RAY scans	44	Emerging	6	Python
2	innat/medic-ai AI Toolkit for Healthcare Imaging in Keras 3	44	Emerging	20	Jupyter Notebook
3	ttanida/rgrg Code for the CVPR paper "Interactive and Explainable Region-guided Radiology...	43	Emerging	210	Python
4	mida-project/prototype-multi-modality-assistant [IJHCS] An assistant prototype for breast cancer diagnosis prepared with a...	40	Emerging	2	JavaScript
5	LongxiZhou/DLPE-method A comprehensive platform for analyzing pulmonary parenchyma lesions on chest CT.	38	Emerging	17	Python
6	GoogleCloudPlatform/mis-ai-accelerator Google Cloud Medical Imaging ML Development Accelerators	37	Emerging	18	Jupyter Notebook
7	Adibvafa/RadioCareBorealisAI RadioCare: Fighting Inefficiencies in Medical Imaging	34	Emerging	4	Jupyter Notebook
8	MIMBCD-UI/dataset-uta7-dicom [IJHCS] UTA7: a dataset with DICOM files of medical imaging provided by...	34	Emerging	8	CSS
9	Netherlands-Cancer-Institute/RadioLOGIC_NLP RadioLOGIC: A general model for processing unstructured reports and making...	34	Emerging	8	Python
10	Violet-sword/DICOM-to-JPEG-Converter Convert DICOM medical images to JPEG for easy viewing, sharing, and AI model...	33	Emerging	4	Python
11	NIGMS/Biomedical-Imaging-Analysis-using-AI-ML-Approaches Machine Learning module for cloud-based analyses developed as part of the...	32	Emerging	19	Jupyter Notebook
12	AI-in-Cardiovascular-Medicine/AAOCA AI based detection and classification of Anomalous Aortic Origin of Coronary...	32	Emerging	13	Python
13	ImagingDataCommons/idc-radiomics-reproducibility Transparent and Reproducible AI-based Medical Imaging Pipelines Using the Cloud.	31	Emerging	4	Jupyter Notebook
14	HossamBalaha/BE-544-Artificial-Intelligence-Techniques-in-Digital-Histopathology BE 544: Artificial Intelligence (AI) Techniques in Digital Histopathology...	31	Emerging	1	Python
15	Nowshin1077/Capstone_final_year_project This is our final year ongoing work.	31	Emerging	4	—
16	nadeemlab/CIR Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]	30	Emerging	40	Python
17	MIMBCD-UI/dataset-uta7-heatmaps [IJHCS] UTA7: a dataset of heatmaps and images resulted from computing the...	29	Experimental	1	CSS
18	mida-project/prototype-heatmap [IJHCS] Assistive heatmaps prototype for promoting eXplainable AI (XAI) in...	29	Experimental	3	JavaScript
19	CAMERA-MRI/SPARK2023 The Sprint AI Training for African Medical Imaging Knowledge Translation...	28	Experimental	10	Jupyter Notebook
20	MEDomicsLab/MEDiml-app MEDiml is a user-friendly application that enables the extraction and...	28	Experimental	2	—
21	lookdeep/ai-norms-2024 Dataset release in association with 10.3389/fimag.2025.1547166	28	Experimental	2	—
22	lsa3edii/Graduation_Project Medical Diagnosis System for Brain Cancer by Using Deep Learning Techniques	28	Experimental	8	Jupyter Notebook
23	Bean-Young/AHU-Database An Annotated Heterogeneous Ultrasound Database	26	Experimental	8	Python
24	dnyanshwalwadkar/Healthcare-Diagnosis-with-Medical-Imaging Aim of medical imaging is to capture abnormalities using image processing...	25	Experimental	6	Jupyter Notebook
25	ibrar-syed/Graphical_User_Interface_Medics An interactive web application for running deep learning-based prostate...	24	Experimental	3	Python
26	antarades/CBC_report_interpreter This project uses OCR and machine learning to extract CBC values from...	22	Experimental	3	Jupyter Notebook
27	darkrubiks/AI-Assessment-of-Pain-in-Newborns Inside this repository you will find the code needed to replicate most of...	22	Experimental	5	Python
28	yasminsarkhosh/machine-learning-bsc-thesis-2024 This GitHub repository hosts the notebooks and tools developed as part of...	22	Experimental	2	Jupyter Notebook
29	HossamBalaha/BE-645-Artificial-Intelligence-and-Radiomics BE 645: Artificial Intelligence (AI) and Radiomics (Spring 2026)	21	Experimental	3	Python
30	whoisclebs/dicom.lens An open source application for machine learning analysis of DICOM images to...	20	Experimental	2	JavaScript
31	PrinceEGY/Medical-image-analysis A tool for analyzing different medical images based on Deep learning model	20	Experimental	5	Jupyter Notebook
32	robertbejan/cotraining_dissertation This project is a Deep Learning approach at medical image classification....	20	Experimental	2	Python
33	MIMBCD-UI/prototype-assertive-proactive 📈 [CHI 2023] UTA11: Prototype of the assertive and proactive trial for the...	19	Experimental	—	JavaScript
34	BreastScreeningAI/breastscreeningai.github.io Project website.	19	Experimental	1	CSS
35	junjslee/neonatal-ai-reliability Official codebase for the Neonatal Human-AI Interaction study	18	Experimental	1	Python
36	MIMBCD-UI/dataset-uta11-findings 📊 [CHI 2023] UTA11: Findings dataset.	17	Experimental	—	CSS
37	MIMBCD-UI/dataset-uta11-rates 📊 [CHI 2023] UTA11: Rates (BIRADS) dataset.	17	Experimental	—	CSS
38	thavlik/midas-download-tool A download automation tool for the (now-retired) MIDAS platform by Kitware...	17	Experimental	1	JavaScript
39	MIMBCD-UI/sa-uta11-results 📈 [CHI 2023] Results of the statistical analysis applied to the UTA11 guide.	17	Experimental	1	HTML
40	Adi77189/AI-Medical-Report-Xray-Analyzer End-to-end AI system that combines OCR-based medical report analysis and...	13	Experimental	—	Python
41	P-Kanishka/Clinical-Imaging-AI-Diagnostics Research archive on Deep Learning and CNN applications in automated...	13	Experimental	—	—
42	altairBASIC/BDCC-reproduction Full pipeline reproduction of the Big Data and Cognitive Computing (BDCC)...	12	Experimental	1	Jupyter Notebook
43	TingruiZh/PET-CT-Radiomics-Classifier A comprehensive pipeline for multi-model classification of PET/CT radiomics...	12	Experimental	4	Jupyter Notebook
44	tanishaj12/MEDI_SCAN AI-Powered Medical Image Analysis for Ocular Disease Diagnosis.	12	Experimental	2	Jupyter Notebook
45	xiaofuqing13/R2Gen-MedicalReport 医学X光影像报告自动生成系统 \| Memory-driven Transformer \| PyQt5 GUI界面 \| IU X-Ray数据集	11	Experimental	—	Python
46	Phrungck/myocardial-segmentation Use of segmentation models to extract the epicardium in low-quality...	11	Experimental	3	Jupyter Notebook
47	mida-project/sa-uta8-utaut 📈 [IJHCS] Results of the statistical analysis applied to the UTA8 guide.	11	Experimental	—	R
48	MIMBCD-UI/dataset-uta7-ai [IJHCS] UTA7: a dataset with assistant information such as messages and outputs.	11	Experimental	—	CSS
49	Praveen-18/Cognitive_devops_VQA Visual Q&A in Healthcare is an innovative platform that utilizes machine...	10	Experimental	2	CSS
50	dylanbahenda/Thesis-Project Code and experiments from my thesis on multimodal deep learning for medical...	10	Experimental	1	Jupyter Notebook

Comparisons in this category

dataset-uta7-dicom and dataset-uta7-heatmaps (34 vs 29)