Multi-task Contrastive Learning for Automatic CT and X-ray Diagnosis of COVID-19

Clinical features of patients infected with 2019 novel coronavirus in Wuhan, China

(2020) Chaolin Huang et al.   LANCET

Radiological findings from 81 patients with COVID-19 pneumonia in Wuhan, China: a descriptive study

(2020) Heshui Shi et al.   LANCET INFECTIOUS DISEASES

Clinical Characteristics of Coronavirus Disease 2019 in China

(2020) Wei-jie Guan et al.   NEW ENGLAND JOURNAL OF MEDICINE

Chest CT for Typical 2019-nCoV Pneumonia: Relationship to Negative RT-PCR Testing

(2020) Xingzhi Xie et al.   RADIOLOGY

Pathological findings of COVID-19 associated with acute respiratory distress syndrome

(2020) Zhe Xu et al.   Lancet Respiratory Medicine

An Infectious cDNA Clone of SARS-CoV-2

(2020) Xuping Xie et al.   Cell Host & Microbe

CT screening for early diagnosis of SARS-CoV-2 infection

(2020) Yongshun Huang et al.   LANCET INFECTIOUS DISEASES

Artificial intelligence–enabled rapid diagnosis of patients with COVID-19

(2020) Xueyan Mei et al.   NATURE MEDICINE

AI Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Etiology on Chest CT

(2020) Harrison X. Bai et al.   RADIOLOGY

Artificial Intelligence Distinguishes COVID-19 from Community Acquired Pneumonia on Chest CT

(2020) Lin Li et al.   RADIOLOGY

Diagnosis of Coronavirus Disease 2019 (COVID-19) With Structured Latent Multi-View Representation Learning

(2020) Hengyuan Kang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Dual-Sampling Attention Network for Diagnosis of COVID-19 From Community Acquired Pneumonia

(2020) Xi Ouyang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CT

(2020) Xinggang Wang et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Learning COVID-19 Features on CXR Using Limited Training Data Sets

(2020) Yujin Oh et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

MetaCOVID: A Siamese neural network framework with contrastive loss for n-shot diagnosis of COVID-19 patients

(2020) Mohammad Shorfuzzaman et al.   PATTERN RECOGNITION

Self-supervised learning for medical image analysis using image context restoration

(2019) Liang Chen et al.   MEDICAL IMAGE ANALYSIS

Discriminative Unsupervised Feature Learning with Exemplar Convolutional Neural Networks

(2016) Alexey Dosovitskiy et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

A Dictionary Learning Approach for Poisson Image Deblurring

(2013) Liyan Ma et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Multitask multiclass support vector machines: Model and experiments

(2012) You Ji et al.   PATTERN RECOGNITION