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GitHub topics: digital-mammography

RichardObi/mammo_dp

Official repository of "Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data"

Language: Python - Size: 86.5 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 1

DIDSR/VICTRE_PIPELINE

Home for the unified VICTRE pipeline for in silico breast imaging.

Language: C++ - Size: 23.9 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 24 - Forks: 14

andreped/DMDetect

Code relevant for training, evaluating, assessing, and deploying CNNs for image classification and segmentation of Digital Mammography images

Language: Jupyter Notebook - Size: 395 KB - Last synced at: 2 days ago - Pushed at: about 2 years ago - Stars: 9 - Forks: 1

andersskyrud/To-Be_density

Repository for the article "Comparing Screening Outcomes for Digital Breast Tomosynthesis and Digital Mammography by Automated Breast Density in a Randomized Controlled Trial: Results from the To-Be Trial"

Language: Stata - Size: 28.3 KB - Last synced at: almost 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

Related Keywords
breast-cancer 4 digital-mammography 4 digital-breast-tomosynthesis 2 mammography 2 region-of-interest 1 synthetic-data 1 clinical-trials 1 fda 1 medical-imaging 1 pipeline 1 cnn-classification 1 deep-learning 1 explainable-ai 1 keras-tensorflow 1 tensorflow2 1 tf-data 1 tfrecords 1 mammography-density 1 trial 1 privacy-utility 1 privacy-preserving 1 privacy 1 mammogram-mass 1 mammogram 1 malignancy-classification 1 image-synthesis 1 generative-models 1 generative-ai 1 generative-adversarial-network 1 genai 1 gans 1 differential-privacy 1 cancer-classification 1 breast-imaging 1