Machine Learning | Neonatology | Pediatrics Machine Learning-Based Automatic Classification of Video Recorded Neonatal Manipulations and Associated Physiological Parameters: A Feasibility Study. December 30, 2020
Otolaryngology | Pediatrics Deep Learning for Classification of Pediatric Otitis Media. December 28, 2020
Obstetrics | Pediatrics | Radiology Model-Agnostic Method for Thoracic Wall Segmentation in Fetal Ultrasound Videos. December 22, 2020
Pediatrics | Radiology Self-supervised Attention Mechanism for Pediatric Bone Age Assessment with Efficient Weak Annotation. December 22, 2020
Anesthesiology | Neonatology | Pediatrics Multimodal spatio-temporal deep learning approach for neonatal postoperative pain assessment. December 21, 2020
Nuclear Medicine | Pediatrics | Radiology Reducing scan time of paediatric Tc-DMSA SPECT via deep learning. December 19, 2020
Pediatrics | Radiology Image-based Deep Learning in Diagnosing the Etiology of Pneumonia on Pediatric Chest X-rays. December 17, 2020
Adolescent Medicine | Pediatrics Machine Learning for Child and Adolescent Health: A Systematic Review. December 16, 2020
Pediatrics | Radiology Diagnostic Performance of a New Convolutional Neural Network Algorithm for Detecting Developmental Dysplasia of the Hip on Anteroposterior Radiographs. December 8, 2020
Biomedical Informatics | Oncology | Pediatrics Deep learning enabled prediction of 5-year survival in pediatric genitourinary rhabdomyosarcoma. December 4, 2020
Critical Care Medicine | Pediatrics | Radiology Convolutional Neural Network-Based Humerus Segmentation and Application to Bone Mineral Density Estimation from Chest X-ray Images of Critical Infants. December 3, 2020
Pediatrics | Psychiatry Deep-Learning-Based Detection of Infants with Autism Spectrum Disorder Using Auto-Encoder Feature Representation. December 1, 2020