An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans

A new concordant partial AUC and partial c statistic for imbalanced data in the evaluation of machine learning algorithms

(2020) André M. Carrington et al.   BMC Medical Informatics and Decision Making

Baricitinib as potential treatment for 2019-nCoV acute respiratory disease

(2020) Peter Richardson et al.   LANCET

Use of Chest CT in Combination with Negative RT-PCR Assay for the 2019 Novel Coronavirus but High Clinical Suspicion

(2020) Peikai Huang et al.   RADIOLOGY

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

(2020) Michael Chung et al.   RADIOLOGY

Classification of Interstitial Lung Abnormality Patterns with an Ensemble of Deep Convolutional Neural Networks

(2020) David Bermejo-Peláez et al.   Scientific Reports

Clinical and CT imaging features of the COVID-19 pneumonia: Focus on pregnant women and children

(2020) Huanhuan Liu et al.   JOURNAL OF INFECTION

Combat COVID-19 with artificial intelligence and big data

(2020) Leesa Lin et al.   JOURNAL OF TRAVEL MEDICINE

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

(2020) Lin Li et al.   RADIOLOGY

Artificial intelligence in prediction of mental health disorders induced by the COVID-19 pandemic among health care workers

(2020) Krešimir Ćosić et al.   CROATIAN MEDICAL JOURNAL

Early triage of critically ill COVID-19 patients using deep learning

(2020) Wenhua Liang et al.   Nature Communications

Predicting COVID-19 in China Using Hybrid AI Model

(2020) Nanning Zheng et al.   IEEE Transactions on Cybernetics

Unsupervised domain adaptation for medical imaging segmentation with self-ensembling

(2019) Christian S. Perone et al.   NEUROIMAGE

Advanced Deep Learning Embedded Motion Radiomics Pipeline for Predicting Anti-PD-1/PD-L1 Immunotherapy Response in the Treatment of Bladder Cancer: Preliminary Results

(2019) Rundo et al.   Electronics

Unsupervised Reverse Domain Adaptation for Synthetic Medical Images via Adversarial Training

(2018) Faisal Mahmood et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Pulmonary Artery-Vein Classification in CT Images Using Deep Learning

(2018) Pietro Nardelli et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Bladder Cancer Treatment Response Assessment in CT using Radiomics with Deep-Learning

(2017) Kenny H. Cha et al.   Scientific Reports

Pulmonary Nodule Detection in CT Images: False Positive Reduction Using Multi-View Convolutional Networks

(2016) Arnaud Arindra Adiyoso Setio et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

The Lung Image Database Consortium (LIDC) and Image Database Resource Initiative (IDRI): A Completed Reference Database of Lung Nodules on CT Scans

(2011) Samuel G. Armato et al.   MEDICAL PHYSICS

Advanced Segmentation Techniques for Lung Nodules, Liver Metastases, and Enlarged Lymph Nodes in CT Scans

(2009) Jan Hendrik Moltz et al.   IEEE Journal of Selected Topics in Signal Processing