Lung segmentation and automatic detection of COVID-19 using radiomic features from chest CT images

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

(2020) Chaolin Huang et al.   LANCET

CT Imaging Features of 2019 Novel Coronavirus (2019-nCoV)

(2020) Michael Chung et al.   RADIOLOGY

Estimated effectiveness of symptom and risk screening to prevent the spread of COVID-19

(2020) Katelyn Gostic et al.   eLife

Clinically Applicable AI System for Accurate Diagnosis, Quantitative Measurements, and Prognosis of COVID-19 Pneumonia Using Computed Tomography

(2020) Kang Zhang et al.   CELL

Application of Deep Learning for Fast Detection of COVID-19 in X-Rays using nCOVnet

(2020) Harsh Panwar et al.   CHAOS SOLITONS & FRACTALS

Classification of Covid-19 Coronavirus, Pneumonia and Healthy Lungs in CT Scans Using Q-Deformed Entropy and Deep Learning Features

(2020) Ali M. Hasan et al.   Entropy

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

(2020) Lin Li et al.   RADIOLOGY

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

(2020) Alex Zwanenburg et al.   RADIOLOGY

Application of deep learning technique to manage COVID-19 in routine clinical practice using CT images: Results of 10 convolutional neural networks

(2020) Ali Abbasian Ardakani et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Classification of COVID-19 patients from chest CT images using multi-objective differential evolution–based convolutional neural networks

(2020) Dilbag Singh et al.   EUROPEAN JOURNAL OF CLINICAL MICROBIOLOGY & INFECTIOUS DISEASES

A hybrid deep transfer learning model with machine learning methods for face mask detection in the era of the COVID-19 pandemic

(2020) Mohamed Loey et al.   MEASUREMENT

What the data say about asymptomatic COVID infections

(2020) Bianca Nogrady   NATURE

Added Value of Ultra–low-dose Computed Tomography, Dose Equivalent to Chest X-Ray Radiography, for Diagnosing Chest Pathology

(2019) Lucia J.M. Kroft et al.   JOURNAL OF THORACIC IMAGING

Deep learning for image-based cancer detection and diagnosis − A survey

(2018) Zilong Hu et al.   PATTERN RECOGNITION

Combining deep learning and level set for the automated segmentation of the left ventricle of the heart from cardiac cine magnetic resonance

(2017) Tuan Anh Ngo et al.   MEDICAL IMAGE ANALYSIS

CT Texture Analysis: Definitions, Applications, Biologic Correlates, and Challenges

(2017) Meghan G. Lubner et al.   RADIOGRAPHICS

A combined deep-learning and deformable-model approach to fully automatic segmentation of the left ventricle in cardiac MRI

(2016) M.R. Avendi et al.   MEDICAL IMAGE ANALYSIS