Between Generating Noise and Generating Images: Noise in the Correct
Frequency Improves the Quality of Synthetic Histopathology Images for Digital
Pathology

Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology

13 February 2023

Papers citing "Between Generating Noise and Generating Images: Noise in the Correct Frequency Improves the Quality of Synthetic Histopathology Images for Digital Pathology"

17 / 17 papers shown

Title
Harnessing Artificial Intelligence to Infer Novel Spatial Biomarkers for the Diagnosis of Eosinophilic Esophagitis Ariel Larey Eliel Aknin Nati Daniel Garrett A. Osswald J. Caldwell ... M. Collins Nicoleta C. Arva Guang-Yu Yang M. Rothenberg Y. Savir 33 19 0 26 May 2022
Generative Adversarial Networks Gilad Cohen Raja Giryes GAN 94 30,021 0 01 Mar 2022
Machine learning approach for biopsy-based identification of eosinophilic esophagitis reveals importance of global features Tomer Czyzewski Nati Daniel M. Rochman J. Caldwell Garrett A. Osswald M. Collins M. Rothenberg Y. Savir 32 22 0 13 Jan 2021
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation Cheng Chen Qi Dou Hao Chen J. Qin Pheng Ann Heng 79 312 0 06 Feb 2020
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 118 42,038 0 03 Dec 2019
PathologyGAN: Learning deep representations of cancer tissue A. Quiros R. Murray-Smith Ke-Fei Yuan MedIm GAN 18 85 0 04 Jul 2019
Skin Lesion Synthesis with Generative Adversarial Networks Alceu Bissoto Fábio Perez Eduardo Valle Sandra Avila GAN MedIm 22 98 0 08 Feb 2019
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 59 6,066 0 18 Jul 2018
Deep Semi Supervised Generative Learning for Automated PD-L1 Tumor Cell Scoring on NSCLC Tissue Needle Biopsies A. Kapil A. Meier A. Zuraw K. Steele Marlon Rebelatto Gunter Schmidt N. Brieu 24 91 0 28 Jun 2018
A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images Yuxin Cui Guiying Zhang Zhonghao Liu Zheng Xiong Jianjun Hu 23 116 0 07 Mar 2018
High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs Ting-Chun Wang Ming-Yuan Liu Jun-Yan Zhu Andrew Tao Jan Kautz Bryan Catanzaro SSeg 128 3,926 0 30 Nov 2017
Synthetic Medical Images from Dual Generative Adversarial Networks John Guibas T. S. Virdi Peter S. Li GAN MedIm 132 167 0 06 Sep 2017
Image-to-Image Translation with Conditional Adversarial Networks Phillip Isola Jun-Yan Zhu Tinghui Zhou Alexei A. Efros SSeg 261 19,560 0 21 Nov 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.1K 192,638 0 10 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 390 27,231 0 02 Dec 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 519 149,474 0 22 Dec 2014
Conditional Generative Adversarial Nets M. Berk Mirza Simon Osindero GAN SyDa AI4CE 189 10,365 0 06 Nov 2014