Position paper on COVID-19 imaging and AI: From the clinical needs and technological challenges to initial AI solutions at the lab and national level towards a new era for AI in healthcare

Relation Between Chest CT Findings and Clinical Conditions of Coronavirus Disease (COVID-19) Pneumonia: A Multicenter Study

(2020) Wei Zhao et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

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

(2020) Heshui Shi et al.   LANCET INFECTIOUS DISEASES

Chest CT Findings in Coronavirus Disease-19 (COVID-19): Relationship to Duration of Infection

(2020) Adam Bernheim et al.   RADIOLOGY

The Role of Chest Imaging in Patient Management During the COVID-19 Pandemic

(2020) Geoffrey D. Rubin et al.   CHEST

COVID-19 and Postinfection Immunity

(2020) Robert D. Kirkcaldy et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

From Containment to Mitigation of COVID-19 in the US

(2020) Stephen M. Parodi et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Pulmonary Vascular Endothelialitis, Thrombosis, and Angiogenesis in Covid-19

(2020) Maximilian Ackermann et al.   NEW ENGLAND JOURNAL OF MEDICINE

Factors associated with hospital admission and critical illness among 5279 people with coronavirus disease 2019 in New York City: prospective cohort study

(2020) Christopher M Petrilli et al.   BMJ-British Medical Journal

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

(2020) Kang Zhang et al.   CELL

Not-so-supervised: a survey of semi-supervised, multi-instance, and transfer learning in medical image analysis

(2019) Veronika Cheplygina et al.   MEDICAL IMAGE ANALYSIS

Efficient Deep Network Architectures for Fast Chest X-Ray Tuberculosis Screening and Visualization

(2019) F. Pasa et al.   Scientific Reports

Uncovering the heterogeneity and temporal complexity of neurodegenerative diseases with Subtype and Stage Inference

(2018) Alexandra L Young et al.   Nature Communications

A survey on deep learning in medical image analysis

(2017) Geert Litjens et al.   MEDICAL IMAGE ANALYSIS

Guest Editorial Deep Learning in Medical Imaging: Overview and Future Promise of an Exciting New Technique

(2016) Hayit Greenspan et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The FAIR Guiding Principles for scientific data management and stewardship

(2016) Mark D. Wilkinson et al.   Scientific Data