Presenting artificial intelligence, deep learning, and machine learning studies to clinicians and healthcare stakeholders: an introductory reference with a guideline and a Clinical AI Research (CAIR) checklist proposal

The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation

(2020) Davide Chicco et al.   BMC GENOMICS

Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension

(2020) Xiaoxuan Liu et al.   NATURE MEDICINE

Automated rotator cuff tear classification using 3D convolutional neural network

(2020) Eungjune Shim et al.   Scientific Reports

Key insights in the AIDA community policy on sharing of clinical imaging data for research in Sweden

(2020) Joel Hedlund et al.   Scientific Data

Performance of a Deep-Learning Algorithm vs Manual Grading for Detecting Diabetic Retinopathy in India

(2019) Varun Gulshan et al.   JAMA Ophthalmology

AI ethics, accountability, and sustainability: revisiting the Hippocratic oath

(2019) Li Felländer-Tsai   Acta Orthopaedica

How artificial intelligence is changing drug discovery

(2018) Nic Fleming   NATURE

Evaluation of diagnostic accuracy in free-response detection-localization tasks using ROC tools

(2018) Andriy I Bandos et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

Machine Learning and Health Care Disparities in Dermatology

(2018) Adewole S. Adamson et al.   JAMA Dermatology

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

The Precision-Recall Plot Is More Informative than the ROC Plot When Evaluating Binary Classifiers on Imbalanced Datasets

(2015) Takaya Saito et al.   PLoS One

A Brief History of Free-Response Receiver Operating Characteristic Paradigm Data Analysis

(2013) Dev P. Chakraborty   ACADEMIC RADIOLOGY

The international EQUATOR network: enhancing the quality and transparency of health care research

(2011) Nikolaos Pandis et al.   Journal of Applied Oral Science