Artificial Intelligence and COVID-19 Using Chest CT Scan and Chest X-ray Images: Machine Learning and Deep Learning Approaches for Diagnosis and Treatment

Correction to: Clinical and laboratory data, radiological structured report findings and quantitative evaluation of lung involvement on baseline chest CT in COVID-19 patients to predict prognosis

(2021) Salvatore Cappabianca et al.   Radiologia Medica

Coronavirus Disease 2019 (COVID-19) in Italy: Double Reading of Chest CT Examination

(2021) Alfonso Reginelli et al.   Biology-Basel

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

(2021) Shuai Wang et al.   EUROPEAN RADIOLOGY

Lymphadenopathy after BNT162b2 Covid-19 Vaccine: Preliminary Ultrasound Findings

(2021) Vincenza Granata et al.   Biology-Basel

Diagnostic accuracy estimates for COVID-19 RT-PCR and Lateral flow immunoassay tests with Bayesian latent class models

(2021) Polychronis Kostoulas et al.   AMERICAN JOURNAL OF EPIDEMIOLOGY

Choquet fuzzy integral-based classifier ensemble technique for COVID-19 detection

(2021) Subhrajit Dey et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Axillary lymph node metastasis prediction by contrast-enhanced computed tomography images for breast cancer patients based on deep learning

(2021) Ziyi Liu et al.   COMPUTERS IN BIOLOGY AND MEDICINE

An approach to the classification of COVID-19 based on CT scans using convolutional features and genetic algorithms

(2021) Edson D. Carvalho et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Distinguishing benign and malignant lesions on contrast-enhanced breast cone-beam CT with deep learning neural architecture search

(2021) Jingchen Ma et al.   EUROPEAN JOURNAL OF RADIOLOGY

Dose reduction potential of vendor-agnostic deep learning model in comparison with deep learning–based image reconstruction algorithm on CT: a phantom study

(2021) Hyunsu Choi et al.   EUROPEAN RADIOLOGY

Artificial intelligence for prediction of COVID-19 progression using CT imaging and clinical data

(2021) Robin Wang et al.   EUROPEAN RADIOLOGY

COVSeg‐NET : A deep convolution neural network for COVID ‐19 lung CT image segmentation

(2021) XiaoQing Zhang et al.   INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY

Machine learning application for the prediction of SARS-CoV-2 infection using blood tests and chest radiograph

(2021) Richard Du et al.   Scientific Reports

Role of Chest Imaging in Viral Lung Diseases

(2021) Diletta Cozzi et al.   International Journal of Environmental Research and Public Health

COVID-19 Diagnosis Using an Enhanced Inception-ResNetV2 Deep Learning Model in CXR Images

(2021) Madallah Alruwaili et al.   Journal of Healthcare Engineering

Evolution of CT Findings and Lung Residue in Patients with COVID-19 Pneumonia: Quantitative Analysis of the Disease with a Computer Automatic Tool

(2021) Roberto Grassi et al.   Journal of Personalized Medicine

Chest computed tomography in COVID-19 infection

(2021) Filippo Crimì et al.   Clinical and Translational Imaging

A new composite approach for COVID-19 detection in X-ray images using deep features

(2021) Tayyip Ozcan   APPLIED SOFT COMPUTING

Cross-Site Severity Assessment of COVID-19 From CT Images via Domain Adaptation

(2021) Geng-Xin Xu et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Learning Enables Accurate Diagnosis of Novel Coronavirus (COVID-19) With CT Images

(2021) Ying Song et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

The association between serum levels of micronutrients and the severity of disease in patients with COVID-19

(2021) Mohammad Taghi Beigmohammadi et al.   NUTRITION

Coronavirus Disease 2019 (COVID-19): Role of Chest CT in Diagnosis and Management

(2020) Yan Li et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Clinical Characteristics of 138 Hospitalized Patients With 2019 Novel Coronavirus–Infected Pneumonia in Wuhan, China

(2020) Dawei Wang et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

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

(2020) Chaolin Huang et al.   LANCET

Classification of lung nodules based on CT images using squeeze-and-excitation network and aggregated residual transformations

(2020) Guobin Zhang et al.   Radiologia Medica

Comparing different planimetric methods on volumetric estimations by using cone beam computed tomography

(2020) Alaettin Koç et al.   Radiologia Medica

Artificial intelligence: Who is responsible for the diagnosis?

(2020) Emanuele Neri et al.   Radiologia Medica

Computed tomography-based radiomics model for discriminating the risk stratification of gastrointestinal stromal tumors

(2020) Lijing Zhang et al.   Radiologia Medica

CT Manifestations of Two Cases of 2019 Novel Coronavirus (2019-nCoV) Pneumonia

(2020) Yicheng Fang et al.   RADIOLOGY

Coronavirus Disease 2019 (COVID-19): A Perspective from China

(2020) Zi Yue Zu et al.   RADIOLOGY

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

(2020) Michael Chung et al.   RADIOLOGY

CT Imaging of the 2019 Novel Coronavirus (2019-nCoV) Pneumonia

(2020) Junqiang Lei et al.   RADIOLOGY

Rapidly increasing cumulative incidence of coronavirus disease (COVID-19) in the European Union/European Economic Area and the United Kingdom, 1 January to 15 March 2020

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Findings of lung ultrasonography of novel corona virus pneumonia during the 2019–2020 epidemic

(2020) Qian-Yi Peng et al.   INTENSIVE CARE MEDICINE

A doubt of multiple introduction of SARS-CoV-2 in Italy: A preliminary overview

(2020) Marta Giovanetti et al.   JOURNAL OF MEDICAL VIROLOGY

Noninvasive Fuhrman grading of clear cell renal cell carcinoma using computed tomography radiomic features and machine learning

(2020) Mostafa Nazari et al.   Radiologia Medica

Computed tomography (CT)-derived radiomic features differentiate prevascular mediastinum masses as thymic neoplasms versus lymphomas

(2020) Margarita Kirienko et al.   Radiologia Medica

CT-based radiomics for preoperative prediction of early recurrent hepatocellular carcinoma: technical reproducibility of acquisition and scanners

(2020) Hang-tong Hu et al.   Radiologia Medica

Use of CT and artificial intelligence in suspected or COVID-19 positive patients: statement of the Italian Society of Medical and Interventional Radiology

(2020) Emanuele Neri et al.   Radiologia Medica

Facing the COVID-19 emergency: we can and we do

(2020) Andrea Giovagnoni   Radiologia Medica

It’s not over until it’s over: the chameleonic behavior of COVID-19 over a six-day period

(2020) Giulia Fichera et al.   Radiologia Medica

Coronary artery disease (CAD) extension-derived risk stratification for asymptomatic diabetic patients: usefulness of low-dose coronary computed tomography angiography (CCTA) in detecting high-risk profile patients

(2020) Pierpaolo Palumbo et al.   Radiologia Medica

Proposal of a low-dose, long-pitch, dual-source chest CT protocol on third-generation dual-source CT using a tin filter for spectral shaping at 100 kVp for CoronaVirus Disease 2019 (COVID-19) patients: a feasibility study

(2020) Andrea Agostini et al.   Radiologia Medica

Artificial intelligence to codify lung CT in Covid-19 patients

(2020) Maria Paola Belfiore et al.   Radiologia Medica

Radiographic severity index in COVID-19 pneumonia: relationship to age and sex in 783 Italian patients

(2020) Andrea Borghesi et al.   Radiologia Medica

COVID-19 outbreak in Italy: experimental chest X-ray scoring system for quantifying and monitoring disease progression

(2020) Andrea Borghesi et al.   Radiologia Medica

Radiotherapy during COVID-19 pandemic. How to create a No fly zone: a Northern Italy experience

(2020) Giampaolo Montesi et al.   Radiologia Medica

Radiology Department Preparedness for COVID-19: Radiology Scientific Expert Panel

(2020) Mahmud Mossa-Basha et al.   RADIOLOGY

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

(2020) Lin Li et al.   RADIOLOGY

Automated detection of COVID-19 cases using deep neural networks with X-ray images

(2020) Tulin Ozturk et al.   COMPUTERS IN BIOLOGY AND MEDICINE

COVID-19 Pneumonia Diagnosis Using a Simple 2D Deep Learning Framework With a Single Chest CT Image: Model Development and Validation

(2020) Hoon Ko et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Preparation of a radiology department in an Italian hospital dedicated to COVID-19 patients

(2020) Anna Maria Ierardi et al.   Radiologia Medica

Chest CT for early detection and management of coronavirus disease (COVID-19): a report of 314 patients admitted to Emergency Department with suspected pneumonia

(2020) Cartocci Gaia et al.   Radiologia Medica

Breast imaging and cancer diagnosis during the COVID-19 pandemic: recommendations from the Italian College of Breast Radiologists by SIRM

(2020) Federica Pediconi et al.   Radiologia Medica

The lung ultrasound: facts or artifacts? In the era of COVID-19 outbreak

(2020) Marco Di Serafino et al.   Radiologia Medica

Radiological management of COVID-19: structure your diagnostic path to guarantee a safe path

(2020) Roberto Stramare et al.   Radiologia Medica

Chest CT features of coronavirus disease 2019 (COVID-19) pneumonia: key points for radiologists

(2020) Marina Carotti et al.   Radiologia Medica

Chest X-ray in new Coronavirus Disease 2019 (COVID-19) infection: findings and correlation with clinical outcome

(2020) Diletta Cozzi et al.   Radiologia Medica

Chest Radiograph Findings in Asymptomatic and Minimally Symptomatic Quarantined Patients in Codogno, Italy during COVID-19 Pandemic

(2020) Michele Bandirali et al.   RADIOLOGY

Review of Big Data Analytics, Artificial Intelligence and Nature-Inspired Computing Models towards Accurate Detection of COVID-19 Pandemic Cases and Contact Tracing

(2020) Israel Edem Agbehadji et al.   International Journal of Environmental Research and Public Health

A Deep Learning System to Screen Novel Coronavirus Disease 2019 Pneumonia

(2020) Xiaowei Xu et al.   Engineering

Anterior mediastinal lesions: CT and MRI features and differential diagnosis

(2020) Takahiko Nakazono et al.   JAPANESE JOURNAL OF RADIOLOGY

Application of Big Data Technology for COVID-19 Prevention and Control in China: Lessons and Recommendations

(2020) Jun Wu et al.   JOURNAL OF MEDICAL INTERNET RESEARCH

Chest CT in patients with a moderate or high pretest probability of COVID-19 and negative swab

(2020) Caterina Giannitto et al.   Radiologia Medica

The lingering manifestations of COVID-19 during and after convalescence: update on long-term pulmonary consequences of coronavirus disease 2019 (COVID-19)

(2020) Brian Shaw et al.   Radiologia Medica

Quantitative Chest CT analysis in discriminating COVID-19 from non-COVID-19 patients

(2020) Damiano Caruso et al.   Radiologia Medica

Baseline chest X-ray in coronavirus disease 19 (COVID-19) patients: association with clinical and laboratory data

(2020) Marco Gatti et al.   Radiologia Medica

Artificial intelligence in cardiac radiology

(2020) Marly van Assen et al.   Radiologia Medica

Coronavirus disease 2019 (COVID-19) in Italy: features on chest computed tomography using a structured report system

(2020) Grassi Roberto et al.   Scientific Reports

Mapping the landscape of Artificial Intelligence applications against COVID-19

(2020) Joseph Bullock et al.   JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH

COVID-19 pneumonia: computer-aided quantification of healthy lung parenchyma, emphysema, ground glass and consolidation on chest computed tomography (CT)

(2020) Roberto Grassi et al.   Radiologia Medica

COVID-CheXNet: hybrid deep learning framework for identifying COVID-19 virus in chest X-rays images

(2020) Alaa S. Al-Waisy et al.   Soft Computing

Machine learning-based radiomic models to predict intensity-modulated radiation therapy response, Gleason score and stage in prostate cancer

(2019) Hamid Abdollahi et al.   Radiologia Medica

The new lens dose limit: implication for occupational radiation protection

(2019) Samantha Cornacchia et al.   Radiologia Medica

Artificial intelligence: a challenge for third millennium radiologist

(2019) Roberto Grassi et al.   Radiologia Medica

Radiomics nomogram for predicting the malignant potential of gastrointestinal stromal tumours preoperatively

(2018) Tao Chen et al.   EUROPEAN RADIOLOGY

Comparing and combining algorithms for computer-aided detection of pulmonary nodules in computed tomography scans: The ANODE09 study

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The MicroArray Quality Control (MAQC)-II study of common practices for the development and validation of microarray-based predictive models

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