Sharing Generative Models Instead of Private Data: A Simulation Study on
Mammography Patch Classification

Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification

8 March 2022

Zuzanna Szafranowska

Kaisar Kushibar

Papers citing "Sharing Generative Models Instead of Private Data: A Simulation Study on Mammography Patch Classification"

12 / 12 papers shown

Title
FUTURE-AI: Guiding Principles and Consensus Recommendations for Trustworthy Artificial Intelligence in Medical Imaging Karim Lekadira Richard Osuala C. Gallin Noussair Lazrak Kaisar Kushibar ... Nickolas Papanikolaou Zohaib Salahuddin Henry C. Woodruff Philippe Lambin L. Martí-Bonmatí AI4TS 96 59 0 20 Sep 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 203 21,051 0 25 Mar 2021
Causality matters in medical imaging Daniel Coelho De Castro Ian Walker Ben Glocker CML 29 341 0 17 Dec 2019
PyTorch: An Imperative Style, High-Performance Deep Learning Library Adam Paszke Sam Gross Francisco Massa Adam Lerer James Bradbury ... Sasank Chilamkurthy Benoit Steiner Lu Fang Junjie Bai Soumith Chintala ODL 106 42,038 0 03 Dec 2019
Quality analysis of DCGAN-generated mammography lesions Basel Alyafi Oliver Díaz J. Vilanova Javier del Riego Robert Martí MedIm 9 9 0 28 Nov 2019
DCGANs for Realistic Breast Mass Augmentation in X-ray Mammography Basel Alyafi Oliver Díaz Robert Martí MedIm 24 25 0 04 Sep 2019
Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks Hoo-Chang Shin Neil A. Tenenholtz Jameson K. Rogers C. Schwarz M. Senjem J. Gunter Katherine P. Andriole Mark H. Michalski MedIm 60 538 0 26 Jul 2018
Deep Learning using Rectified Linear Units (ReLU) Abien Fred Agarap 47 3,195 0 22 Mar 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 278 129,831 0 12 Jun 2017
Improved Training of Wasserstein GANs Ishaan Gulrajani Faruk Ahmed Martín Arjovsky Vincent Dumoulin Aaron Courville GAN 82 9,509 0 31 Mar 2017
Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks Alec Radford Luke Metz Soumith Chintala GAN OOD 214 13,968 0 19 Nov 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 210 43,154 0 11 Feb 2015