Pediatrics

Latest AI and machine learning research in pediatrics for healthcare professionals.

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Development and validation of the Alcoholic Beverage Identification Deep Learning Algorithm version 2 for quantifying alcohol exposure in electronic images.

BACKGROUND: Seeing alcohol in media has been demonstrated to increase alcohol craving, impulsive dec...

Oct 2022 36242596
Semi-supervised body parsing and pose estimation for enhancing infant general movement assessment.

General movement assessment (GMA) of infant movement videos (IMVs) is an effective method for early ...

Oct 2022 36327657
Pivotal challenges in artificial intelligence and machine learning applications for neonatal care.

Clinical decision support systems (CDSS) that are developed based on artificial intelligence and mac...

Oct 2022 36266181
A Crop Growth Prediction Model Using Energy Data Based on Machine Learning in Smart Farms.

In the recent past, the agricultural industry has rapidly digitalized in the form of smart farms thr...

Oct 2022 36275984
From promise to practice: towards the realisation of AI-informed mental health care.

In this Series paper, we explore the promises and challenges of artificial intelligence (AI)-based p...

Oct 2022 36229346
Estimating tree-based dynamic treatment regimes using observational data with restricted treatment sequences.

A dynamic treatment regime (DTR) is a sequence of decision rules that provide guidance on how to tre...

Oct 2022 36063542
Energy Expenditure Estimation in Children, Adolescents and Adults by Using a Respiratory Magnetometer Plethysmography System and a Deep Learning Model.

PURPOSE: Energy expenditure is a key parameter in quantifying physical activity. Traditional methods...

Oct 2022 36235842
Influence of Voice Interactive Educational Robot Combined with Artificial Intelligence for the Development of Adolescents.

In the context of multicultural information, to explore and analyze the use effect of voice interact...

Oct 2022 36248952
Multilayer dynamic ensemble model for intensive care unit mortality prediction of neonate patients.

Robust and rabid mortality prediction is crucial in intensive care units because it is considered on...

Oct 2022 36208833
Artificial Intelligence Applications in Health Care Practice: Scoping Review.

BACKGROUND: Artificial intelligence (AI) is often heralded as a potential disruptor that will transf...

Oct 2022 36197712
Transfusion-associated hyperkalemia in pediatric population: Analyses for risk factors and recommendations.

BACKGROUND: Transfusion-associated hyperkalemia (TAH) is a potentially life-threatening complication...

Oct 2022 36194042
Can artificial intelligence improve green economic growth? Evidence from China.

Not only has artificial intelligence changed the production methods of traditional industries; it ha...

Oct 2022 36184706
Development of non-bias phenotypic drug screening for cardiomyocyte hypertrophy by image segmentation using deep learning.

The number of patients with heart failure and related deaths is rapidly increasing worldwide, making...

Oct 2022 36215905
Implementing a pediatric robotic surgery program: future perspectives.

INTRODUCTION: The minimally invasive approach using robotic technology is fully incorporated in the ...

Oct 2022 36217789
Understanding the risk factors for adverse events during exchange transfusion in neonatal hyperbilirubinemia using explainable artificial intelligence.

OBJECTIVE: To understand the risk factors associated with adverse events during exchange transfusion...

Sep 2022 36180854
Accelerated Synthetic MRI with Deep Learning-Based Reconstruction for Pediatric Neuroimaging.

BACKGROUND AND PURPOSE: Synthetic MR imaging is a time-efficient technique. However, its rather long...

Sep 2022 36175085
IFT-Net: Interactive Fusion Transformer Network for Quantitative Analysis of Pediatric Echocardiography.

The task of automatic segmentation and measurement of key anatomical structures in echocardiography ...

Sep 2022 36242933
Gravitational Wave-Signal Recognition Model Based on Fourier Transform and Convolutional Neural Network.

The recent detection of gravitational waves is a remarkable milestone in the history of astrophysics...

Sep 2022 36210966
Generalizability and Bias in a Deep Learning Pediatric Bone Age Prediction Model Using Hand Radiographs.

Background Although deep learning (DL) models have demonstrated expert-level ability for pediatric b...

Sep 2022 36165796
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