Selective Synthetic Augmentation with HistoGAN for Improved
Histopathology Image Classification

Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification

10 November 2021

Sameer Kiran Antani

Papers citing "Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification"

14 / 14 papers shown

Title
Method and Software Tool for Generating Artificial Databases of Biomedical Images Based on Deep Neural Networks O. Berezsky Petro B. Liashchynskyi O. Pitsun G. Melnyk GAN MedIm 29 0 0 25 May 2024
Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening Zhenrong Shen Manman Fei Xin Wang Jiangdong Cai Sheng Wang Lichi Zhang Qian Wang MedIm 34 0 0 22 Feb 2024
Domain Generalization in Computational Pathology: Survey and Guidelines Mostafa Jahanifar M. Raza Kesi Xu T. Vuong R. Jewsbury ... Neda Zamanitajeddin Jin Tae Kwak S. Raza F. Minhas Nasir M. Rajpoot OOD 28 17 0 30 Oct 2023
Adaptive Input-image Normalization for Solving the Mode Collapse Problem in GAN-based X-ray Images Muhammad Muneeb Saad M. H. Rehmani Ruairi O'Reilly MedIm GAN 24 1 0 21 Sep 2023
CellGAN: Conditional Cervical Cell Synthesis for Augmenting Cytopathological Image Classification Zhenrong Shen Mao-Hong Cao Sheng Wang Lichi Zhang Qian Wang MedIm 15 7 0 12 Jul 2023
Data Efficient Contrastive Learning in Histopathology using Active Sampling Tahsin Reasat David S. Smith MedIm 18 0 0 28 Mar 2023
NASDM: Nuclei-Aware Semantic Histopathology Image Generation Using Diffusion Models A. Shrivastava P. T. Fletcher DiffM MedIm 19 22 0 20 Mar 2023
HistoStarGAN: A Unified Approach to Stain Normalisation, Stain Transfer and Stain Invariant Segmentation in Renal Histopathology Jelica Vasiljević Friedrich Feuerhake Cédric Wemmert T. Lampert MedIm 43 3 0 18 Oct 2022
Automated segmentation and morphological characterization of placental histology images based on a single labeled image A. Rabbani M. Babaei M. Gharib 15 1 0 07 Oct 2022
SIAN: Style-Guided Instance-Adaptive Normalization for Multi-Organ Histopathology Image Synthesis Haotian Wang Min Xian Aleksandar Vakanski Bryar Shareef MedIm 37 6 0 02 Sep 2022
A Multi-attribute Controllable Generative Model for Histopathology Image Synthesis Jiarong Ye Yuan Xue Peter Liu R. Zaino K. Cheng Xiaolei Huang MedIm 24 7 0 10 Nov 2021
PDBL: Improving Histopathological Tissue Classification with Plug-and-Play Pyramidal Deep-Broad Learning Jiatai Lin Guoqiang Han Xipeng Pan Hao Chen Danyi Li ... Haiming Li C. Liang Li Liang Zaiyi Liu Chu Han 22 33 0 04 Nov 2021
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 238 3,190 0 30 Oct 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015