Efficacy of Transfer Learning-based ResNet models in Chest X-ray image classification for detecting COVID-19 Pneumonia

A deep learning algorithm using CT images to screen for Corona virus disease (COVID-19)

(2021) Shuai Wang et al.   EUROPEAN RADIOLOGY

Diagnostic performance of different sampling approaches for SARS-CoV-2 RT-PCR testing: a systematic review and meta-analysis

(2021) Nicole Ngai Yung Tsang et al.   LANCET INFECTIOUS DISEASES

A survey on incorporating domain knowledge into deep learning for medical image analysis

(2021) Xiaozheng Xie et al.   MEDICAL IMAGE ANALYSIS

Canadian Society of Thoracic Radiology/Canadian Association of Radiologists Consensus Statement Regarding Chest Imaging in Suspected and Confirmed COVID-19

(2020) Carole Dennie et al.   CANADIAN ASSOCIATION OF RADIOLOGISTS JOURNAL-JOURNAL DE L ASSOCIATION CANADIENNE DES RADIOLOGISTES

Using deep transfer learning for image-based plant disease identification

(2020) Junde Chen et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Transfer Learning for Drug Discovery

(2020) Chenjing Cai et al.   JOURNAL OF MEDICINAL CHEMISTRY

A Comprehensive Survey on Transfer Learning

(2020) Fuzhen Zhuang et al.   PROCEEDINGS OF THE IEEE

Analysis of transfer learning for deep neural network based plant classification models

(2019) Aydin Kaya et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Imaging of Community-acquired Pneumonia

(2018) Tomás Franquet   JOURNAL OF THORACIC IMAGING

Highly-Accurate Machine Fault Diagnosis Using Deep Transfer Learning

(2018) Siyu Shao et al.   IEEE Transactions on Industrial Informatics

Convolutional Neural Networks for Medical Image Analysis: Full Training or Fine Tuning?

(2016) Nima Tajbakhsh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING