Shedding Light on the Black Box: Explaining Deep Neural Network Prediction of Clinical Outcomes

FRAILTY AND CARDIOVASCULAR SURGERY, DEEP NEURAL NETWORK VERSUS SUPPORT VECTOR MACHINE TO PREDICT DEATH

(2018) Rashmee Shah et al.   JOURNAL OF THE AMERICAN COLLEGE OF CARDIOLOGY

Deep Learning in Medical Imaging: General Overview

(2017) June-Goo Lee et al.   KOREAN JOURNAL OF RADIOLOGY

Machine Learning for Medical Imaging

(2017) Bradley J. Erickson et al.   RADIOGRAPHICS

Toward Human Parity in Conversational Speech Recognition

(2017) Wayne Xiong et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Mastering the game of Go with deep neural networks and tree search

(2016) David Silver et al.   NATURE

A comparison of models for predicting early hospital readmissions

(2015) Joseph Futoma et al.   JOURNAL OF BIOMEDICAL INFORMATICS

The influence of expected risks on decision making for destination therapy left ventricular assist device: An MTurk survey

(2015) Kate H. Magid et al.   JOURNAL OF HEART AND LUNG TRANSPLANTATION

Deep learning

(2015) Yann LeCun et al.   NATURE

On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation

(2015) Sebastian Bach et al.   PLoS One

Big Data Deep Learning: Challenges and Perspectives

(2014) Xue-Wen Chen et al.   IEEE Access

Perceived support from healthcare professionals, shock anxiety and post-traumatic stress in implantable cardioverter defibrillator recipients

(2013) Ingvild M Morken et al.   JOURNAL OF CLINICAL NURSING

TURF: Toward a unified framework of EHR usability

(2011) Jiajie Zhang et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Advanced Heart Failure Treated with Continuous-Flow Left Ventricular Assist Device

(2009) Mark S. Slaughter et al.   NEW ENGLAND JOURNAL OF MEDICINE

Posttraumatic Stress Symptoms and Predicted Mortality in Patients With Implantable Cardioverter-Defibrillators

(2008) Karl-Heinz Ladwig et al.   ARCHIVES OF GENERAL PSYCHIATRY