Augmenting Medical Imaging: A Comprehensive Catalogue of 65 Techniques for Enhanced Data Analysis

2 March 2023

Papers citing "Augmenting Medical Imaging: A Comprehensive Catalogue of 65 Techniques for Enhanced Data Analysis"

9 / 9 papers shown

Title
Deep Metric Learning-based Image Retrieval System for Chest Radiograph and its Clinical Applications in COVID-19 Aoxiao Zhong Xiang Li Dufan Wu Hui Ren Kyungsang Kim ... W. Chung Ning Guo I. Dayan Mannudeep K. Kalra Quanzheng Li 55 64 0 26 Nov 2020
Maximum-Entropy Adversarial Data Augmentation for Improved Generalization and Robustness Long Zhao Ting Liu Xi Peng Dimitris N. Metaxas OOD AAML 94 168 0 15 Oct 2020
Automatic Data Augmentation for 3D Medical Image Segmentation Ju Xu Mengzhang Li Zhanxing Zhu MedIm 22 72 0 07 Oct 2020
Deep Learning-based Four-region Lung Segmentation in Chest Radiography for COVID-19 Diagnosis Young-Gon Kim Kyungsang Kim Dufan Wu Hui Ren Won Young Tak ... J. Park B. S. Kim W. Chung Mannudeep K. Kalra Quanzheng Li 16 20 0 26 Sep 2020
Evaluation of Deep Convolutional Generative Adversarial Networks for data augmentation of chest X-ray images Sagar Kora Venu MedIm 32 46 0 02 Sep 2020
Automatic Radiology Report Generation based on Multi-view Image Fusion and Medical Concept Enrichment Jianbo Yuan Haofu Liao R. Luo Jiebo Luo MedIm 70 194 0 22 Jul 2019
Quantifying the effects of data augmentation and stain color normalization in convolutional neural networks for computational pathology David Tellez G. Litjens Péter Bándi W. Bulten J. Bokhorst F. Ciompi Jeroen van der Laak MedIm OOD 50 484 0 18 Feb 2019
Data Augmentation for Skin Lesion Analysis Fábio Perez C. N. Vasconcelos Sandra Avila Eduardo Valle MedIm 54 170 0 05 Sep 2018
The Effectiveness of Data Augmentation in Image Classification using Deep Learning Luis Perez Jason Wang 77 2,782 0 13 Dec 2017