Automated deep-neural-network surveillance of cranial images for acute neurologic events

Anatomically Constrained Neural Networks (ACNNs): Application to Cardiac Image Enhancement and Segmentation

(2018) Ozan Oktay et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Natural Language–based Machine Learning Models for the Annotation of Clinical Radiology Reports

(2018) John Zech et al.   RADIOLOGY

Efficient multi-scale 3D CNN with fully connected CRF for accurate brain lesion segmentation

(2017) Konstantinos Kamnitsas et al.   MEDICAL IMAGE ANALYSIS

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Deep Learning at Chest Radiography: Automated Classification of Pulmonary Tuberculosis by Using Convolutional Neural Networks

(2017) Paras Lakhani et al.   RADIOLOGY

Deep 3D Convolutional Encoder Networks With Shortcuts for Multiscale Feature Integration Applied to Multiple Sclerosis Lesion Segmentation

(2016) Tom Brosch 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

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

Learning statistical models of phenotypes using noisy labeled training data

(2016) Vibhu Agarwal et al.   JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION

Thrombectomy within 8 Hours after Symptom Onset in Ischemic Stroke

(2015) Tudor G. Jovin et al.   NEW ENGLAND JOURNAL OF MEDICINE

Diagnostic Accuracy of Digital Screening Mammography With and Without Computer-Aided Detection

(2015) Constance D. Lehman et al.   JAMA Internal Medicine

Reporting of Critical Findings in Neuroradiology

(2013) Valentina G. Viertel et al.   AMERICAN JOURNAL OF ROENTGENOLOGY

Assessment of Thrombus in Acute Middle Cerebral Artery Occlusion Using Thin-Slice Nonenhanced Computed Tomography Reconstructions

(2010) Christian H. Riedel et al.   STROKE

Expansion of the Time Window for Treatment of Acute Ischemic Stroke With Intravenous Tissue Plasminogen Activator

(2009) Gregory J. del Zoppo et al.   STROKE