A promising approach for screening pulmonary hypertension based on frontal chest radiographs using deep learning: A retrospective study

Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer

(2019) Jakob Nikolas Kather et al.   NATURE MEDICINE

An augmented reality microscope with real-time artificial intelligence integration for cancer diagnosis

(2019) Po-Hsuan Cameron Chen et al.   NATURE MEDICINE

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning

(2018) Daniel S. Kermany et al.   CELL

A radiomics approach to assess tumour-infiltrating CD8 cells and response to anti-PD-1 or anti-PD-L1 immunotherapy: an imaging biomarker, retrospective multicohort study

(2018) Roger Sun et al.   LANCET ONCOLOGY

Classification and mutation prediction from non–small cell lung cancer histopathology images using deep learning

(2018) Nicolas Coudray et al.   NATURE MEDICINE

Deep learning in chest radiography: Detection of findings and presence of change

(2018) Ramandeep Singh et al.   PLoS One

Deep learning for chest radiograph diagnosis: A retrospective comparison of the CheXNeXt algorithm to practicing radiologists

(2018) Pranav Rajpurkar et al.   PLOS MEDICINE

Automated detection of moderate and large pneumothorax on frontal chest X-rays using deep convolutional neural networks: A retrospective study

(2018) Andrew G. Taylor et al.   PLOS MEDICINE

Variable generalization performance of a deep learning model to detect pneumonia in chest radiographs: A cross-sectional study

(2018) John R. Zech et al.   PLOS MEDICINE

Training and Validating a Deep Convolutional Neural Network for Computer-Aided Detection and Classification of Abnormalities on Frontal Chest Radiographs

(2017) Mark Cicero et al.   INVESTIGATIVE RADIOLOGY

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

(2017) Paras Lakhani et al.   RADIOLOGY

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

Chest X-ray and CT findings of early H7N9 avian influenza cases

(2015) Zhi Qian Lin et al.   ACTA RADIOLOGICA

Deep learning

(2015) Yann LeCun et al.   NATURE

Deep convolutional neural networks for multi-modality isointense infant brain image segmentation

(2015) Wenlu Zhang et al.   NEUROIMAGE

Towards better clinical prediction models: seven steps for development and an ABCD for validation

(2014) E. W. Steyerberg et al.   EUROPEAN HEART JOURNAL

Definitions and Diagnosis of Pulmonary Hypertension

(2013) Marius M. Hoeper et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Imaging in pulmonary hypertension, part 1: clinical perspectives, classification, imaging techniques and imaging algorithm

(2012) Caroline McCann et al.   POSTGRADUATE MEDICAL JOURNAL

The Imaging of Pulmonary Hypertension

(2012) Aletta Ann Frazier et al.   SEMINARS IN ULTRASOUND CT AND MRI

Guidelines for the Echocardiographic Assessment of the Right Heart in Adults: A Report from the American Society of Echocardiography

(2010) Lawrence G. Rudski et al.   JOURNAL OF THE AMERICAN SOCIETY OF ECHOCARDIOGRAPHY

Age-Associated Increases in Pulmonary Artery Systolic Pressure in the General Population

(2009) Carolyn S.P. Lam et al.   CIRCULATION

Diagnosis and Assessment of Pulmonary Arterial Hypertension

(2009) David B. Badesch et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY