Checklist for responsible deep learning modeling of medical images based on COVID-19 detection studies

Automatic medical image interpretation: State of the art and future directions

(2021) Hareem Ayesha et al.   PATTERN RECOGNITION

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

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

Detection of 2019 novel coronavirus (2019-nCoV) by real-time RT-PCR

(2020) Victor M Corman et al.   Eurosurveillance

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

(2020) Xingzhi Xie et al.   RADIOLOGY

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

(2020) Yicheng Fang et al.   RADIOLOGY

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

(2020) Michael Chung et al.   RADIOLOGY

Diagnosis of the Coronavirus disease (COVID-19): rRT-PCR or CT?

(2020) Chunqin Long et al.   EUROPEAN JOURNAL OF RADIOLOGY

Explainable skin lesion diagnosis using taxonomies

(2020) Catarina Barata et al.   PATTERN RECOGNITION

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

(2020) Harrison X. Bai et al.   RADIOLOGY

Interpretable artificial intelligence framework for COVID‑19 screening on chest X‑rays

(2020) Nikos Tsiknakis et al.   Experimental and Therapeutic Medicine

Portable chest X-ray in coronavirus disease-19 (COVID-19): A pictorial review

(2020) Adam Jacobi et al.   CLINICAL IMAGING

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

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

Accurate Screening of COVID-19 Using Attention-Based Deep 3D Multiple Instance Learning

(2020) Zhongyi Han et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

COVIDiagnosis-Net: Deep Bayes-SqueezeNet based diagnosis of the coronavirus disease 2019 (COVID-19) from X-ray images

(2020) Ferhat Ucar et al.   MEDICAL HYPOTHESES

Frequency and Distribution of Chest Radiographic Findings in Patients Positive for COVID-19

(2020) Ho Yuen Frank Wong et al.   RADIOLOGY

The Battle Against Coronavirus Disease 2019 (COVID-19): Emergency Management and Infection Control in a Radiology Department

(2020) Zixing Huang et al.   Journal of the American College of Radiology

Systematic review of artificial intelligence techniques in the detection and classification of COVID-19 medical images in terms of evaluation and benchmarking: Taxonomy analysis, challenges, future solutions and methodological aspects

(2020) O.S. Albahri et al.   Journal of Infection and Public Health

COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images

(2020) S. Tabik et al.   IEEE Journal of Biomedical and Health Informatics

Learning Hierarchical Attention for Weakly-Supervised Chest X-Ray Abnormality Localization and Diagnosis

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

Multi-atlas segmentation and correction model with level set formulation for 3D brain MR images

(2019) Yunyun Yang et al.   PATTERN RECOGNITION

An automatic method for lung segmentation and reconstruction in chest X-ray using deep neural networks

(2019) Johnatan Carvalho Souza et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

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

(2018) Zilong Hu et al.   PATTERN RECOGNITION

Cardiologist-level arrhythmia detection and classification in ambulatory electrocardiograms using a deep neural network

(2018) Awni Y. Hannun et al.   NATURE MEDICINE

Automated breast cancer detection and classification using ultrasound images: A survey

(2009) H.D. Cheng et al.   PATTERN RECOGNITION

The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration

(2009) Alessandro Liberati et al.   PLOS MEDICINE