COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach

11 February 2021

Papers citing "COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach"

17 / 17 papers shown

Title
A Multi-Stage Attentive Transfer Learning Framework for Improving COVID-19 Diagnosis Yi Liu Shuiwang Ji 46 5 0 14 Jan 2021
Unsupervised Learning of Local Discriminative Representation for Medical Images Huai Chen Jieyu Li Renzhen Wang Yijie Huang Fanrui Meng Deyu Meng Qing Peng Lisheng Wang SSL 30 8 0 17 Dec 2020
Explainable COVID-19 Detection Using Chest CT Scans and Deep Learning H. Alshazly C. Linse Erhardt Barth T. Martinetz 46 159 0 09 Nov 2020
COVID-CT-MD: COVID-19 Computed Tomography (CT) Scan Dataset Applicable in Machine Learning and Deep Learning Parnian Afshar Shahin Heidarian Nastaran Enshaei F. Naderkhani M. Rafiee A. Oikonomou Faranak Babaki Fard K. Samimi Konstantinos N. Plataniotis Arash Mohammadi OOD 30 58 0 28 Sep 2020
An Overview of Deep Learning Architectures in Few-Shot Learning Domain Shruti Jadon Aryan Jadon VLM 62 55 0 12 Aug 2020
An encoder-decoder-based method for COVID-19 lung infection segmentation O. Elharrouss Nandhini Subramanian S. Al-Maadeed 55 36 0 02 Jul 2020
A survey of loss functions for semantic segmentation Shruti Jadon SSeg 55 830 0 26 Jun 2020
A comparative study of 2D image segmentation algorithms for traumatic brain lesions using CT data from the ProTECTIII multicenter clinical trial Shruti Jadon Owen P. Leary I. Pan Tyler Harder D. Wright Lisa H. Merck D. Merck 49 27 0 01 Jun 2020
Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation and Diagnosis for COVID-19 F. Shi Jun Wang Jun Shi Zi-xiang Wu Qian Wang Zhenyu Tang Kelei He Yinghuan Shi Dinggang Shen 85 1,057 0 06 Apr 2020
Diagnosing COVID-19 Pneumonia from X-Ray and CT Images using Deep Learning and Transfer Learning Algorithms H. Maghdid Aras T. Asaad K. Ghafoor A. Sadiq M. Khan 21 405 0 31 Mar 2020
COVID-CT-Dataset: A CT Scan Dataset about COVID-19 Xingyi Yang Xuehai He Jinyu Zhao Yichen Zhang Shanghang Zhang P. Xie 57 845 0 30 Mar 2020
Can AI help in screening Viral and COVID-19 pneumonia? M. Chowdhury Tawsifur Rahman Amith Khandakar Rashid Mazhar M. A. Kadir ... Muhammad Salman Khan A. Iqbal N. Al-Emadi M. Reaz T. I. Islam 115 1,337 0 29 Mar 2020
COVID-19 Image Data Collection Joseph Paul Cohen Paul Morrison Lan Dao 67 1,010 0 25 Mar 2020
Automatic Detection of Coronavirus Disease (COVID-19) Using X-ray Images and Deep Convolutional Neural Networks A. Narin Ceren Kaya Ziynet Pamuk 104 1,767 0 24 Mar 2020
Estimating Uncertainty and Interpretability in Deep Learning for Coronavirus (COVID-19) Detection Biraja Ghoshal A. Tucker UQCV OOD 41 379 0 22 Mar 2020
Improving Siamese Networks for One Shot Learning using Kernel Based Activation functions Shruti Jadon A. Srinivasan 36 17 0 22 Oct 2019
Matching Networks for One Shot Learning Oriol Vinyals Charles Blundell Timothy Lillicrap Koray Kavukcuoglu Daan Wierstra VLM 299 7,299 0 13 Jun 2016