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 47 breast cancer screening ai frameworks tracked. The highest-rated is CTCycle/XREPORT-radiological-reports-generator at 40/100 with 6 stars.

Get all 47 projects as JSON

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

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#	Framework	Score	Tier	Stars	Language
1	CTCycle/XREPORT-radiological-reports-generator Automatic generation of descriptive radiological reports from X-RAY scans	40	Emerging	6	Python
2	innat/medic-ai AI Toolkit for Healthcare Imaging in Keras 3	37	Emerging	20	Jupyter Notebook
3	ttanida/rgrg Code for the CVPR paper "Interactive and Explainable Region-guided Radiology...	36	Emerging	210	Python
4	mida-project/prototype-multi-modality-assistant [IJHCS] An assistant prototype for breast cancer diagnosis prepared with a...	33	Emerging	2	JavaScript
5	sscotti/dicom-mcp Devlopment Environment for MCP integration with DICOM (Orthanc), FHIR, RIS	33	Emerging	2	Python
6	LongxiZhou/DLPE-method A comprehensive platform for analyzing pulmonary parenchyma lesions on chest CT.	31	Emerging	17	Python
7	GoogleCloudPlatform/mis-ai-accelerator Google Cloud Medical Imaging ML Development Accelerators	30	Emerging	18	Jupyter Notebook
8	DinsangaRenthlei/luminamed-ai 🏥 Elevate radiology with LuminaMed-AI, generating clear reports for doctors...	27	Experimental	1	Python
9	Adibvafa/RadioCareBorealisAI RadioCare: Fighting Inefficiencies in Medical Imaging	27	Experimental	4	Jupyter Notebook
10	Netherlands-Cancer-Institute/RadioLOGIC_NLP RadioLOGIC: A general model for processing unstructured reports and making...	27	Experimental	8	Python
11	MIMBCD-UI/dataset-uta7-dicom [IJHCS] UTA7: a dataset with DICOM files of medical imaging provided by...	27	Experimental	8	CSS
12	HossamBalaha/BE-544-Artificial-Intelligence-Techniques-in-Digital-Histopathology BE 544: Artificial Intelligence (AI) Techniques in Digital Histopathology...	27	Experimental	1	Python
13	Violet-sword/DICOM-to-JPEG-Converter Convert DICOM medical images to JPEG for easy viewing, sharing, and AI model...	27	Experimental	4	Python
14	NIGMS/Biomedical-Imaging-Analysis-using-AI-ML-Approaches Machine Learning module for cloud-based analyses developed as part of the...	25	Experimental	19	Jupyter Notebook
15	AI-in-Cardiovascular-Medicine/AAOCA AI based detection and classification of Anomalous Aortic Origin of Coronary...	25	Experimental	13	Python
16	ImagingDataCommons/idc-radiomics-reproducibility Transparent and Reproducible AI-based Medical Imaging Pipelines Using the Cloud.	24	Experimental	4	Jupyter Notebook
17	Nowshin1077/Capstone_final_year_project This is our final year ongoing work.	24	Experimental	4	—
18	nadeemlab/CIR Clinically-Interpretable Radiomics [MICCAI'22, CMPB'21]	23	Experimental	40	Python
19	mida-project/prototype-heatmap [IJHCS] Assistive heatmaps prototype for promoting eXplainable AI (XAI) in...	22	Experimental	3	JavaScript
20	MIMBCD-UI/prototype-assertive-reactive 📈 [CHI 2023] UTA11: Prototype of the assertive and reactive trial for the...	22	Experimental	1	JavaScript
21	MIMBCD-UI/dataset-uta7-heatmaps [IJHCS] UTA7: a dataset of heatmaps and images resulted from computing the...	22	Experimental	1	CSS
22	CAMERA-MRI/SPARK2023 The Sprint AI Training for African Medical Imaging Knowledge Translation...	21	Experimental	10	Jupyter Notebook
23	lsa3edii/Graduation_Project Medical Diagnosis System for Brain Cancer by Using Deep Learning Techniques	21	Experimental	8	Jupyter Notebook
24	lookdeep/ai-norms-2024 Dataset release in association with 10.3389/fimag.2025.1547166	21	Experimental	2	—
25	MEDomicsLab/MEDiml-app MEDiml is a user-friendly application that enables the extraction and...	21	Experimental	2	—
26	Bean-Young/AHU-Database An Annotated Heterogeneous Ultrasound Database	19	Experimental	8	Python
27	ibrar-syed/Graphical_User_Interface_Medics An interactive web application for running deep learning-based prostate...	18	Experimental	3	Python
28	dnyanshwalwadkar/Healthcare-Diagnosis-with-Medical-Imaging Aim of medical imaging is to capture abnormalities using image processing...	18	Experimental	6	Jupyter Notebook
29	darkrubiks/AI-Assessment-of-Pain-in-Newborns Inside this repository you will find the code needed to replicate most of...	18	Experimental	5	Python
30	antarades/CBC_report_interpreter This project uses OCR and machine learning to extract CBC values from...	18	Experimental	3	Jupyter Notebook
31	MIMBCD-UI/prototype-assertive-proactive 📈 [CHI 2023] UTA11: Prototype of the assertive and proactive trial for the...	17	Experimental	—	JavaScript
32	robertbejan/cotraining_dissertation This project is a Deep Learning approach at medical image classification....	16	Experimental	2	Python
33	crazymidoo/MedVisionAI MedVisionAI is an AI-driven medical imaging platform under development. It...	15	Experimental	5	Python
34	MIMBCD-UI/dataset-uta11-findings 📊 [CHI 2023] UTA11: Findings dataset.	15	Experimental	—	CSS
35	MIMBCD-UI/dataset-uta11-rates 📊 [CHI 2023] UTA11: Rates (BIRADS) dataset.	15	Experimental	—	CSS
36	yasminsarkhosh/machine-learning-bsc-thesis-2024 This GitHub repository hosts the notebooks and tools developed as part of...	15	Experimental	2	Jupyter Notebook
37	HossamBalaha/BE-645-Artificial-Intelligence-and-Radiomics BE 645: Artificial Intelligence (AI) and Radiomics (Spring 2026)	14	Experimental	3	Python
38	PrinceEGY/Medical-image-analysis A tool for analyzing different medical images based on Deep learning model	13	Experimental	5	Jupyter Notebook
39	whoisclebs/dicom.lens An open source application for machine learning analysis of DICOM images to...	13	Experimental	2	JavaScript
40	BreastScreeningAI/breastscreeningai.github.io Project website.	12	Experimental	1	CSS
41	junjslee/neonatal-ai-reliability Official codebase for the Neonatal Human-AI Interaction study	12	Experimental	1	Python
42	Adi77189/AI-Medical-Report-Xray-Analyzer End-to-end AI system that combines OCR-based medical report analysis and...	11	Experimental	—	Python
43	Aminah-Dodiya/Medgan_Studio Streamlit app for generating clinical-grade synthetic medical images using Medigan.	11	Experimental	—	Python
44	P-Kanishka/Clinical-Imaging-AI-Diagnostics Research archive on Deep Learning and CNN applications in automated...	11	Experimental	—	—
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	MIMBCD-UI/sa-uta11-results 📈 [CHI 2023] Results of the statistical analysis applied to the UTA11 guide.	10	Experimental	1	HTML
47	thavlik/midas-download-tool A download automation tool for the (now-retired) MIDAS platform by Kitware...	10	Experimental	1	JavaScript