Self-supervised deep learning model for COVID-19 lung CT image segmentation highlighting putative causal relationship among age, underlying disease and COVID-19

Momentum contrastive learning for few-shot COVID-19 diagnosis from chest CT images

(2021) Xiaocong Chen et al.   PATTERN RECOGNITION

A Few-Shot U-Net Deep Learning Model for COVID-19 Infected Area Segmentation in CT Images

(2021) Athanasios Voulodimos et al.   SENSORS

Multi-stage transfer learning for lung segmentation using portable X-ray devices for patients with COVID-19

(2021) Plácido L. Vidal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Label-Free Segmentation of COVID-19 Lesions in Lung CT

(2021) Qingsong Yao et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

CT Imaging and Differential Diagnosis of COVID-19

(2020) Wei-cai Dai et al.   CANADIAN ASSOCIATION OF RADIOLOGISTS JOURNAL-JOURNAL DE L ASSOCIATION CANADIENNE DES RADIOLOGISTES

An interactive web-based dashboard to track COVID-19 in real time

(2020) Ensheng Dong et al.   LANCET INFECTIOUS DISEASES

Sensitivity of Chest CT for COVID-19: Comparison to RT-PCR

(2020) Yicheng Fang et al.   RADIOLOGY

Correlation of Chest CT and RT-PCR Testing in Coronavirus Disease 2019 (COVID-19) in China: A Report of 1014 Cases

(2020) Tao Ai et al.   RADIOLOGY

Chest CT imaging of an early Canadian case of COVID-19 in a 28-year-old man

(2020) Navneet Singh et al.   CANADIAN MEDICAL ASSOCIATION JOURNAL

“How many images do I need?” Understanding how sample size per class affects deep learning model performance metrics for balanced designs in autonomous wildlife monitoring

(2020) Saleh Shahinfar et al.   Ecological Informatics

Estimating excess 1-year mortality associated with the COVID-19 pandemic according to underlying conditions and age: a population-based cohort study

(2020) Amitava Banerjee et al.   LANCET

Performance of radiologists in differentiating COVID-19 from viral pneumonia on chest CT

(2020) Harrison X. Bai et al.   RADIOLOGY

Inf-Net: Automatic COVID-19 Lung Infection Segmentation From CT Images

(2020) Deng-Ping Fan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Epidemiological characteristics of coronavirus disease 2019 (COVID-19) patients in IRAN: A single center study

(2020) Mohamad Nikpouraghdam et al.   JOURNAL OF CLINICAL VIROLOGY

Modelling the impact of testing, contact tracing and household quarantine on second waves of COVID-19

(2020) Alberto Aleta et al.   Nature Human Behaviour

Artificial intelligence for the detection of COVID-19 pneumonia on chest CT using multinational datasets

(2020) Stephanie A. Harmon et al.   Nature Communications

Efficient and Effective Training of COVID-19 Classification Networks With Self-Supervised Dual-Track Learning to Rank

(2020) Yuexiang Li et al.   IEEE Journal of Biomedical and Health Informatics

CNN-based transfer learning–BiLSTM network: A novel approach for COVID-19 infection detection

(2020) Muhammet Fatih Aslan et al.   APPLIED SOFT COMPUTING

Towards Data‐Efficient Learning: A Benchmark for COVID‐19 CT Lung and Infection Segmentation

(2020) Jun Ma et al.   MEDICAL PHYSICS

Open resource of clinical data from patients with pneumonia for the prediction of COVID-19 outcomes via deep learning

(2020) Wanshan Ning et al.   Nature Biomedical Engineering

Clinical impact of variability on CT radiomics and suggestions for suitable feature selection: a focus on lung cancer

(2019) Seung-Hak Lee et al.   CANCER IMAGING

H-DenseUNet: Hybrid Densely Connected UNet for Liver and Tumor Segmentation from CT Volumes

(2018) Xiaomeng Li et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Optimization Methods for Large-Scale Machine Learning

(2018) Léon Bottou et al.   SIAM REVIEW

Focal loss for dense object detection

(2018) Tsung-Yi Lin et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Texture analysis of cardiovascular magnetic resonance cine images differentiates aetiologies of left ventricular hypertrophy

(2018) R. Schofield et al.   CLINICAL RADIOLOGY

Lung adenocarcinoma: Assessment of epidermal growth factor receptor mutation status based on extended models of diffusion-weighted image

(2017) Mei Yuan et al.   JOURNAL OF MAGNETIC RESONANCE IMAGING

Costing in Radiology and Health Care: Rationale, Relativity, Rudiments, and Realities

(2017) Geoffrey D. Rubin   RADIOLOGY

lavaan: AnRPackage for Structural Equation Modeling

(2015) Yves Rosseel   Journal of Statistical Software

Noninvasive Image Texture Analysis Differentiates K-ras Mutation from Pan-Wildtype NSCLC and Is Prognostic

(2014) Glen J. Weiss et al.   PLoS One

Percent Change of Perfusion Skewness and Kurtosis: A Potential Imaging Biomarker for Early Treatment Response in Patients with Newly Diagnosed Glioblastomas

(2012) Hye Jin Baek et al.   RADIOLOGY

Quantitatively assessed CT imaging measures of pulmonary interstitial pneumonia: Effects of reconstruction algorithms on histogram parameters

(2009) Hisanobu Koyama et al.   EUROPEAN JOURNAL OF RADIOLOGY

Splenic volume measurements on computed tomography utilizing automatically contouring software and its relationship with age, gender, and anthropometric parameters

(2009) Ardene Harris et al.   EUROPEAN JOURNAL OF RADIOLOGY