Synthetic Augmentation and Feature-based Filtering for Improved Cervical
Histopathology Image Classification

Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification

24 July 2019

Sameer Kiran Antani

Papers citing "Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification"

10 / 10 papers shown

Title
DIAGen: Semantically Diverse Image Augmentation with Generative Models for Few-Shot Learning Tobias Lingenberg Markus Reuter Gopika Sudhakaran Dominik Gojny Stefan Roth Simone Schaub-Meyer DiffM 39 3 0 26 Aug 2024
Data Efficient Contrastive Learning in Histopathology using Active Sampling Tahsin Reasat David S. Smith MedIm 62 0 0 28 Mar 2023
End to End Generative Meta Curriculum Learning For Medical Data Augmentation Meng Li Brian C. Lovell MedIm 46 4 0 20 Dec 2022
Recent trends and analysis of Generative Adversarial Networks in Cervical Cancer Imaging Tamanna Sood MedIm 16 0 0 23 Sep 2022
A Survey on Training Challenges in Generative Adversarial Networks for Biomedical Image Analysis Muhammad Muneeb Saad Ruairi O'Reilly M. H. Rehmani MedIm 46 37 0 19 Jan 2022
Neuroplastic graph attention networks for nuclei segmentation in histopathology images Yoav Alon Huiyu Zhou GNN 32 3 0 10 Jan 2022
Selective Synthetic Augmentation with HistoGAN for Improved Histopathology Image Classification Yuan Xue Jiarong Ye Qianying Zhou L. R. Long Sameer Kiran Antani Z. Xue Carl Cornwell R. Zaino K. Cheng Xiaolei Huang MedIm 191 103 0 10 Nov 2021
Analyzing the effectiveness of image augmentations for face recognition from limited data A. Zhuchkov CVBM 21 3 0 18 May 2021
Synthetic Sample Selection via Reinforcement Learning Jiarong Ye Yuan Xue L. R. Long Sameer Kiran Antani Z. Xue K. Cheng Xiaolei Huang MedIm 24 24 0 26 Aug 2020
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 256 3,196 0 30 Oct 2016