An ensemble of neural networks provides expert-level prenatal detection of complex congenital heart disease

Detection of fetal cardiac anomalies: is increasing the number of cardiac views cost‐effective?

(2020) Geske S. Bak et al.   ULTRASOUND IN OBSTETRICS & GYNECOLOGY

Prenatal Care Redesign: Creating Flexible Maternity Care Models Through Virtual Care

(2020) Alex F. Peahl et al.   AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY

Video-based AI for beat-to-beat assessment of cardiac function

(2020) David Ouyang et al.   NATURE

Minimum information about clinical artificial intelligence modeling: the MI-CLAIM checklist

(2020) Beau Norgeot et al.   NATURE MEDICINE

An artificial intelligence-enabled ECG algorithm for the identification of patients with atrial fibrillation during sinus rhythm: a retrospective analysis of outcome prediction

(2019) Zachi I Attia et al.   LANCET

Prenatal diagnosis of tetralogy of Fallot with pulmonary atresia using: Fetal Intelligent Navigation Echocardiography (FINE)

(2018) Lami Yeo et al.   Journal of Maternal-Fetal & Neonatal Medicine

Prenatal detection of critical cardiac outflow tract anomalies remains suboptimal despite revised obstetrical imaging guidelines

(2018) Heather Y. Sun et al.   Congenital Heart Disease

Deep learning algorithms for detection of critical findings in head CT scans: a retrospective study

(2018) Sasank Chilamkurthy et al.   LANCET

Toward a clearer picture of health

(2018) Rima Arnaout   NATURE 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

SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound

(2017) Christian F. Baumgartner et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Advancing Prenatal Detection of Congenital Heart Disease: A Novel Screening Protocol Improves Early Diagnosis of Complex Congenital Heart Disease

(2017) Karen M. Letourneau et al.   JOURNAL OF ULTRASOUND IN MEDICINE

Dermatologist-level classification of skin cancer with deep neural networks

(2017) Andre Esteva et al.   NATURE

Fetal cardiac axis in tetralogy of Fallot: associations with prenatal findings, genetic anomalies and postnatal outcome

(2017) Y. Zhao et al.   ULTRASOUND IN OBSTETRICS & GYNECOLOGY

Three-Dimensional Fast Acquisition With Sonographically Based Volume Computer-Aided Analysis for Imaging of the Fetal Heart at 18 to 22 Weeks' Gestation

(2017) Leeber Cohen et al.   JOURNAL OF ULTRASOUND IN MEDICINE

Neonatal management and outcomes of prenatally diagnosed CHDs

(2016) Myriam Bensemlali et al.   CARDIOLOGY IN THE YOUNG

Prenatal detection of major congenital heart disease – optimising resources to improve outcomes

(2016) Siobhan Corcoran et al.   European Journal of Obstetrics & Gynecology and Reproductive Biology

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

Fetal Cardiac Screening

(2016) Mark Sklansky et al.   JOURNAL OF ULTRASOUND IN MEDICINE

Practice Bulletin No. 175

(2016)   OBSTETRICS AND GYNECOLOGY

Efficacy of prenatal diagnosis of major congenital heart disease on perinatal management and perioperative mortality: a meta-analysis

(2016) Yi-Fei Li et al.   World Journal of Pediatrics

Long‐Term Survival of Individuals Born With Congenital Heart Disease: A Systematic Review and Meta‐Analysis

(2016) Katie E. Best et al.   Journal of the American Heart Association

Deep learning

(2015) Yann LeCun et al.   NATURE

Prenatal diagnosis of critical congenital heart disease reduces risk of death from cardiovascular compromise prior to planned neonatal cardiac surgery: a meta-analysis

(2015) B. J. Holland et al.   ULTRASOUND IN OBSTETRICS & GYNECOLOGY

A Population-Based Study of the Association of Prenatal Diagnosis With Survival Rate for Infants With Congenital Heart Defects

(2014) Matthew E. Oster et al.   AMERICAN JOURNAL OF CARDIOLOGY

Diagnosis and Treatment of Fetal Cardiac Disease

(2014) Mary T. Donofrio et al.   CIRCULATION

Fetal Aortic Valvuloplasty for Evolving Hypoplastic Left Heart Syndrome

(2014) Lindsay R. Freud et al.   CIRCULATION

Fetal echocardiography for congenital heart disease diagnosis: a meta-analysis, power analysis and missing data analysis

(2014) Hong Liu et al.   European Journal of Preventive Cardiology

Relation of Prenatal Diagnosis With One-Year Survival Rate for Infants With Congenital Heart Disease

(2013) Lydia K. Wright et al.   AMERICAN JOURNAL OF CARDIOLOGY

Diagnosis of congenital heart disease in an era of universal prenatal ultrasound screening in southwest Ohio

(2013) Priya Sekar et al.   CARDIOLOGY IN THE YOUNG

Distal Pectoralis Major Tears

(2013) Sun Joo Lee et al.   JOURNAL OF ULTRASOUND IN MEDICINE

ISUOG Practice Guidelines (updated): sonographic screening examination of the fetal heart

(2013) JS Carvalho et al.   ULTRASOUND IN OBSTETRICS & GYNECOLOGY

Prenatal Detection of Congenital Heart Disease

(2009) Mark K. Friedberg et al.   JOURNAL OF PEDIATRICS