Pediatrics

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

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[Advances in oral and craniofacial bone regeneration modulated by stem cells and biomaterials].

Cranio-maxillofacial bone defects resulting from trauma, tumors, infection, or congenital malformations not only severely impair patients' physiological functions, but also impose a profound psychological burden, constituting a major public health issue that affects overall health and quality of life. Conventional reconstructive approaches, including autologous grafting and allogeneic implantation...

Apr 18 2026 41978395

Ensemble Machine Learning Models for Predicting Death in Post-Acute Skilled Nursing Facilities.

OBJECTIVE: Patients discharged from hospitals to skilled nursing facilities (SNFs) for post-acute care are at high risk for adverse outcomes, including death. We aimed to develop machine learning (ML) models that predict death within 30 or 180 d after patients are discharged to SNFs. DESIGN: Retrospective cohort study. SETTING AND PARTICIPANTS: Patients discharged to any of 75 SNFs in our region b...

Apr 17 2026 42000379
Evaluation of Brain Age on Magnetic Resonance Imaging Using Machine Learning Techniques in Patients With Hearing Loss.

OBJECTIVES: Hearing impairment is strongly linked to cognitive decline, with individuals having mild-to-severe hearing loss estimated as having a twof...

Apr 17 2026 41992392
Development of a real-world, therapeutic drug monitoring-informed model to predict teicoplanin daily dose in pediatric intensive care unit patients with bacterial infections.

INTRODUCTION: Teicoplanin is commonly used to treat Gram-positive bacterial infections in the intensive care unit (ICU). However, evidence to support ...

Apr 17 2026 41995939
Artificial Intelligence in Trauma Care: A Systematic Review of Resuscitation, Diagnosis, Risk Prediction, and Management.

BACKGROUND: Artificial intelligence (AI) is increasingly being explored in trauma care as a tool to support clinical decision-making. OBJECTIVE: To ev...

Apr 17 2026 41996287
Artificial intelligence in cancer survivorship: evaluating ChatGPT's performance in rehabilitation-related queries.

PURPOSE: This study aimed to evaluate the performance of ChatGPT in responding to patient-centered queries related to cancer rehabilitation. It examin...

Apr 17 2026 41998423
Machine Learning-Based Pattern Recognition of Risk Factors for Low Back Pain among Adolescent Cricket Players in Dhaka City.

Low back pain (LBP) is common among adolescent cricketers, often due to repetitive lumbar stress. This study investigated LBP among 450 adolescent cri...

Apr 17 2026 41996343
Artificial Intelligence in Rare Pediatric Solid Tumor Research and Clinical Care: A Scoping Review.

BACKGROUND: Clinical and research advances for children with solid tumors are limited by their rare nature. Artificial intelligence (AI) and machine l...

Apr 16 2026 41999969
Cross-sectional research: Application of an Artificial Intelligence-Based Pediatric Early Warning Score in the Pediatric Emergency Department.

BACKGROUND: There are a large number of pediatric emergency patients. Due to the fact that the children cannot describe their own conditions, there is...

Apr 16 2026 41995245
Competing gene regulatory networks drive naive and memory B cell differentiation.

Elucidating the gene regulatory networks (GRNs) that control human B cell differentiation is crucial for understanding immune responses to infection, ...

Apr 16 2026 41991769
Nanoparticle-based mechanistic and multifunctional strategies for targeted osteosarcoma therapy.

Osteosarcoma is the most common malignant bone tumor in children and adolescents, usually affecting the long bones of the limbs. Despite progress in s...

Apr 16 2026 41991774
Construction and interpretability evaluation of a prediction model for radiographic pneumonia in children at outpatient and emergency departments.

BACKGROUND: Radiographic confirmation is crucial for pediatric pneumonia diagnosis, but chest X-ray overuse in outpatient and emergency settings raise...

Apr 15 2026 42000696
Where next for psychiatry: its past, present and future.

Humanity is entering a new phase of social evolution with rapid digitalisation and increasing use of artificial intelligence in our lives. Psychiatric...

Apr 15 2026 41987419
Current Controversies in Acromegaly Care.

Persistent disease after surgery for acromegaly is common. Expanding medical management options improves long-term biochemical and clinical outcomes, ...

Apr 15 2026 41981973
Development of a Contextualized, Research-Based Flemish Assessment Framework for Digital Care, Assistance, and Support: Delphi Study.

BACKGROUND: The rapid evolution of digital technologies has transformed health, mental health, and social care, offering new modalities of digital car...

Apr 15 2026 41984529
Fact-Checking Large Language Model Responses to a Health Care Prompt: Comparative Study.

BACKGROUND: Large language models use machine learning to produce natural language. These models have a range of potential applications in health care...

Apr 15 2026 41985066
Parental Perspectives on Oral Health Care for Autistic Children With Medicaid: A Qualitative Study.

Children with special health care needs and disabilities (CSHCND), particularly those with autism, experience disproportionately high rates of oral he...

Apr 15 2026 41986115
Singing to the newborn brain uncovers early traces of specialized neural networks.

Song, a human cultural universal, fuses music and speech into a single auditory signal, one of the first among infants' auditory experiences. While pa...

Apr 15 2026 41986646
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