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Machine Learning-Based Deep Phenotyping of Atopic Dermatitis: Severity-Associated Factors in Adolescent and Adult Patients

JAMA dermatology (Chicago, Ill.), 2021-12, Vol.157 (12), p.1414

2021

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The RSNA Pediatric Bone Age Machine Learning Challenge

Radiology, 2019-02, Vol.290 (2), p.498

2019

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Machine learning model for early prediction of acute kidney injury (AKI) in pediatric critical care

Critical care (London, England), 2021-08, Vol.25 (1), p.288-8, Article 288

2021

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Automated Deep Learning-Based Segmentation of Abdominal Adipose Tissue on Dixon MRI in Adolescents: A Prospective Population-Based Study

American journal of roentgenology (1976), 2024-01, Vol.222 (1), p.e2329570

2024

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Deep-Learning–Driven Quantification of Interstitial Fibrosis in Digitized Kidney Biopsies

The American journal of pathology, 2021-08, Vol.191 (8), p.1442-1453

2021

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Learning Problems in Children of Refugee Background: A Systematic Review

Pediatrics (Evanston), 2016-06, Vol.137 (6)

2016

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Pyrethroid pesticide exposure and parental report of learning disability and attention deficit/hyperactivity disorder in U.S. children: NHANES 1999-2002

Environmental health perspectives, 2014-12, Vol.122 (12), p.1336-1342

2014

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Deep Learning to Distinguish Benign from Malignant Renal Lesions Based on Routine MR Imaging

Clinical cancer research, 2020-04, Vol.26 (8), p.1944-1952

2020

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Computerized Bone Age Estimation Using Deep Learning Based Program: Evaluation of the Accuracy and Efficiency

American journal of roentgenology (1976), 2017-12, Vol.209 (6), p.1374

2017

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Prognostic Value of Deep Learning PET/CT-Based Radiomics: Potential Role for Future Individual Induction Chemotherapy in Advanced Nasopharyngeal Carcinoma

Clinical cancer research, 2019-07, Vol.25 (14), p.4271-4279

2019

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Modeling flexible behavior in childhood to adulthood shows age-dependent learning mechanisms and less optimal learning in autism in each age group

PLoS biology, 2020-10, Vol.18 (10), p.e3000908-e3000908

2020

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Improving Image Quality and Reducing Radiation Dose for Pediatric CT by Using Deep Learning Reconstruction

Radiology, 2021-01, Vol.298 (1), p.180-188

2021

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Perceptual learning improves stereoacuity in amblyopia

Investigative ophthalmology & visual science, 2014-04, Vol.55 (4), p.2384-2391

2014

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Future of machine learning in paediatrics

Archives of disease in childhood, 2022-03, Vol.107 (3), p.223

2022

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Machine Learning–Based Prediction of Pediatric Ulcerative Colitis Treatment Response Using Diagnostic Histopathology

Gastroenterology (New York, N.Y. 1943), 2024-05, Vol.166 (5), p.921-924.e4

2024

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A Machine Learning Approach to Assess Injury Risk in Elite Youth Football Players

Medicine and science in sports and exercise, 2020-08, Vol.52 (8), p.1745-1751

2020

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Multicenter Validation of a Deep Learning Detection Algorithm for Focal Cortical Dysplasia

Neurology, 2021-10, Vol.97 (16), p.e1571

2021

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Learning and Memory in Adolescent Moderate, Binge, and Extreme-Binge Drinkers

Alcoholism, clinical and experimental research, 2016-09, Vol.40 (9), p.1895-1904

2016

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Learning disability

The Lancet (British edition), 2003-09, Vol.362 (9386), p.811-821

2003

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A deep learning model for real-time mortality prediction in critically ill children

Critical care (London, England), 2019-08, Vol.23 (1), p.279-279, Article 279

2019

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Sleep spindles in midday naps enhance learning in preschool children

Proceedings of the National Academy of Sciences - PNAS, 2013-10, Vol.110 (43), p.17267-17272

2013

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Machine Learning Diagnosis of Small-Bowel Crohn Disease Using T2-Weighted MRI Radiomic and Clinical Data

American journal of roentgenology (1976), 2024-01, Vol.222 (1), p.e2329812

2024

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Deep Learning Measurement of Leg Length Discrepancy in Children Based on Radiographs

Radiology, 2020-07, Vol.296 (1), p.152-158

2020

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Endoscopic Endonasal Approach for Resection of Cranial Base Chordomas: Outcomes and Learning Curve

Neurosurgery, 2012-09, Vol.71 (3), p.614-624

2012

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Generalizability and Bias in a Deep Learning Pediatric Bone Age Prediction Model Using Hand Radiographs

Radiology, 2023-02, Vol.306 (2), p.e220505-e220505

2023

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Machine Learning-Based Deep Phenotyping of Atopic Dermatitis: Severity-Associated Factors in Adolescent and Adult Patients

The RSNA Pediatric Bone Age Machine Learning Challenge

Machine learning model for early prediction of acute kidney injury (AKI) in pediatric critical care

Automated Deep Learning-Based Segmentation of Abdominal Adipose Tissue on Dixon MRI in Adolescents: A Prospective Population-Based Study

Deep-Learning–Driven Quantification of Interstitial Fibrosis in Digitized Kidney Biopsies

Learning Problems in Children of Refugee Background: A Systematic Review

Pyrethroid pesticide exposure and parental report of learning disability and attention deficit/hyperactivity disorder in U.S. children: NHANES 1999-2002

Deep Learning to Distinguish Benign from Malignant Renal Lesions Based on Routine MR Imaging

Computerized Bone Age Estimation Using Deep Learning Based Program: Evaluation of the Accuracy and Efficiency

Prognostic Value of Deep Learning PET/CT-Based Radiomics: Potential Role for Future Individual Induction Chemotherapy in Advanced Nasopharyngeal Carcinoma

Modeling flexible behavior in childhood to adulthood shows age-dependent learning mechanisms and less optimal learning in autism in each age group

Improving Image Quality and Reducing Radiation Dose for Pediatric CT by Using Deep Learning Reconstruction

Perceptual learning improves stereoacuity in amblyopia

Future of machine learning in paediatrics

Machine Learning–Based Prediction of Pediatric Ulcerative Colitis Treatment Response Using Diagnostic Histopathology

A Machine Learning Approach to Assess Injury Risk in Elite Youth Football Players

Multicenter Validation of a Deep Learning Detection Algorithm for Focal Cortical Dysplasia

Learning and Memory in Adolescent Moderate, Binge, and Extreme-Binge Drinkers

Learning disability

A deep learning model for real-time mortality prediction in critically ill children

Sleep spindles in midday naps enhance learning in preschool children

Machine Learning Diagnosis of Small-Bowel Crohn Disease Using T2-Weighted MRI Radiomic and Clinical Data

Deep Learning Measurement of Leg Length Discrepancy in Children Based on Radiographs

Endoscopic Endonasal Approach for Resection of Cranial Base Chordomas: Outcomes and Learning Curve

Generalizability and Bias in a Deep Learning Pediatric Bone Age Prediction Model Using Hand Radiographs

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