Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Videos

Predicting adolescent depression: an interpretable machine learning model

Xingyu Chen1, Baoqin Yang2, Lu Han1

  • 1The Second School of Clinical Medicine, Zhejiang Chinese Medical University, Hangzhou, 310005, China.

BMC Medical Informatics and Decision Making
|April 30, 2026
PubMed
Summary

No abstract available in PubMed .

Keywords:
Adolescent depressionMachine learningRisk prediction

Related Experiment Videos

Related Concept Videos

Depressive Disorders: Etiology01:27

Depressive Disorders: Etiology

884
Depressive disorders result from a complex interplay of biological, psychological, and sociocultural factors, each contributing uniquely to the development and persistence of the condition. Understanding these factors provides critical insight into the multifaceted nature of depression.
Biological Factors in Depression
Biological predispositions significantly influence the risk of developing depressive disorders. Genetic studies highlight the role of variations in the serotonin transporter...
884

You might also read

Related Articles

Articles linked to this work by shared authors, journal, and citation graph.

Sort by
Same author

Recombinant myonectin ameliorates sepsis‑induced cardiomyopathy by alleviating mitochondrial dysfunction via the AdipoR1/AMPK pathway.

International journal of molecular medicine·2026
Same author

Chromosome-level genome assembly and population genomics unveil strigolactone-regulated growth adaptation in the mycoheterotrophic orchid <i>Gastrodia elata</i>.

Horticulture research·2026
Same author

Effects of Tai Chi Chuan on Postural Stability and Lower-Limb Biomechanical Characteristics in Patients With Functional Ankle Instability: A Randomized Controlled Trial.

Archives of rehabilitation research and clinical translation·2026
Same author

Rovadicitinib, a first-in-class JAK/ROCK inhibitor, in patients with myelofibrosis: a preclinical and phase I study.

Blood cancer journal·2026
Same author

Myelodysplastic syndromes complicated by atypical Sweet syndrome: a brief research report.

Frontiers in medicine·2026
Same author

Self-Powered Smart Textiles for Accelerated Wound Healing through Band Alignment in Piezoelectric Heterojunctions.

ACS nano·2026
Same journal

Risk prediction of sepsis-associated acute kidney injury: development, validation of a machine learning model with multicenter data.

BMC medical informatics and decision making·2026
Same journal

Trajectory analysis of sleep disorders and anxiety-depression in female breast cancer patients undergoing chemotherapy: based on group-based Multi-Trajectory Model and machine learning.

BMC medical informatics and decision making·2026
Same journal

Multitask learning of longitudinal circulating biomarkers and clinical outcomes: identification of optimal machine-learning and deep-learning models.

BMC medical informatics and decision making·2026
Same journal

Comparative machine learning approaches to prognosticate clinical outcomes in oral and maxillofacial space infections: a retrospective analysis.

BMC medical informatics and decision making·2026
Same journal

Development and validation of machine learning models for early diagnosis of hemophagocytic lymphohistiocytosis in pediatric Epstein-Barr virus infection.

BMC medical informatics and decision making·2026
Same journal

Clinical subphenotypes in septic patients with new-onset atrial fibrillation: validation and parsimonious classifier model development.

BMC medical informatics and decision making·2026
See all related articles