CosSIF: Cosine similarity-based image filtering to overcome low
inter-class variation in synthetic medical image datasets

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CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets

25 July 2023

Nabeel Mohammed

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Papers citing "CosSIF: Cosine similarity-based image filtering to overcome low inter-class variation in synthetic medical image datasets"

16 / 16 papers shown

Title
A ConvNet for the 2020s Zhuang Liu Hanzi Mao Chaozheng Wu Christoph Feichtenhofer Trevor Darrell Saining Xie ViT 176 5,213 0 10 Jan 2022
Semi-supervised learning for medical image classification using imbalanced training data T. Huynh Aiden Nibali Zhen He 54 75 0 20 Aug 2021
Soft-Attention Improves Skin Cancer Classification Performance S. Datta Mohammad Abuzar Shaikh H. Srihari Mingchen Gao 45 107 0 05 May 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 463 21,564 0 25 Mar 2021
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 670 41,369 0 22 Oct 2020
Training Generative Adversarial Networks with Limited Data Tero Karras M. Aittala Janne Hellsten S. Laine J. Lehtinen Timo Aila GAN 161 1,887 0 11 Jun 2020
Melanoma Detection using Adversarial Training and Deep Transfer Learning H. Zunair Benourida Hamza GAN MedIm 74 87 0 14 Apr 2020
Analyzing and Improving the Image Quality of StyleGAN Tero Karras S. Laine M. Aittala Janne Hellsten J. Lehtinen Timo Aila GAN 314 5,823 0 03 Dec 2019
GANs for Medical Image Analysis Salome Kazeminia Christoph Baur Arjan Kuijper Bram van Ginneken Nassir Navab Shadi Albarqouni Anirban Mukhopadhyay MedIm AI4CE 63 415 0 13 Sep 2018
Confounding variables can degrade generalization performance of radiological deep learning models J. Zech Marcus A. Badgeley Manway Liu A. Costa J. Titano Eric K. Oermann OOD 85 1,179 0 02 Jul 2018
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 195 9,473 0 09 Feb 2018
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 164 7,376 0 27 Oct 2017
Generative Adversarial Networks: An Overview Antonia Creswell Tom White Vincent Dumoulin Kai Arulkumaran B. Sengupta Anil A Bharath GAN 118 3,059 0 19 Oct 2017
Deep Learning for Medical Image Processing: Overview, Challenges and Future M. I. Razzak S. Naz Ahmad Zaib 54 1,011 0 22 Apr 2017
A Survey on Deep Learning in Medical Image Analysis G. Litjens Thijs Kooi B. Bejnordi A. Setio F. Ciompi Mohsen Ghafoorian Jeroen van der Laak Bram van Ginneken C. I. Sánchez OOD 681 10,796 0 19 Feb 2017
Skin Lesion Analysis toward Melanoma Detection: A Challenge at the International Symposium on Biomedical Imaging (ISBI) 2016, hosted by the International Skin Imaging Collaboration (ISIC) David Gutman Noel Codella Emre M. Celebi Brian Helba Michael Marchetti N. Mishra Allan Halpern 84 663 0 04 May 2016

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