Skip directly to search
Skip directly to A to Z list
Skip directly to navigation
Skip directly to page options
Skip directly to site content
Start of Search Controls
Search Form Controls
Search The CDC
submit
CDC A-Z Index
MENU
CDC A-Z
SEARCH
A
B
C
D
E
F
G
H
I
J
K
L
M
N
O
P
Q
R
S
T
U
V
W
X
Y
Z
#
Search Form Controls
Search The CDC
submit
CDC A-Z Index
Public Health Genomics and Precision Health Knowledge Base (v9.0)
PHGKB
About
Public Health Genomics Branch
PHGKB Weekly Horizon Scan
Genomics Precision Health Scan
Advanced Molecular Detection Clips
Non-Genomics Precision Health Scan
CDC-authored Publications Scan
Specialized PHGKB
Cancer PHGKB
Diabetes PHGKB
Economic Evaluation PHGKB
Environmental Health PHGKB
Family Health History PHGKB
Health Equity PHGKB
HLBS-PopOmics
Infectious Diseases PHGKB
Implementation Science PHGKB
Neurological Disorders PHGKB
Pharmacogenomics PHGKB
Primary Immune Deficiency Diseases PHGKB
Rare Diseases PHGKB
Reproductive and Child Health PHGKB
All Databases
COVID-19 GPH (47336)
CDC/NIH Web Information Database (32181)
CDC-Authored Genomics and Precision Health Publications Database (6021)
Precision Health Database (63675)
Tier-Classified Guidelines Database (534)
Pathogen Advanced Molecular Detection Database (26775)
All of Us Reports and Publications Database (676)
Human Genome Epidemiology
Human Genome Epidemiology Literature Finder (226505)
Epigenetic Epidemiology Publications Database (22770)
Release Note
Contact Us
Precision Health Database
Precision Health Database|Search|Public Health Genomics and Precision Health Knowledge Base (PHGKB)
Heart, Lung, Blood and Sleep Disorders
Last data update: Apr 25, 2024
. (Total: 63675 Documents since 2012)
All
Cancer
Diabetes
Economic
Equity
Environmental
FHH
HLBS
ID
Implementation
ND
PGx
PI
Rare
RCH
dataset
All
GPH
Non-GPH
Filtered By
:
Select to fine-tune your search
Disease
Gene
Product Type
Category
Year
Previous
Records 1 - 24 (of 24 Records)
Query Trace:
Major Depressive Disorder Prediction Based on Sleep-Wake Disorders Symptoms in US Adolescents: A Machine Learning Approach from National Sleep Research Resource.
Jingsong Luo et al. Psychol Res Behav Manag 2024 17691-703
Similar articles in PubMed
Automatic Detection of Chronic Insomnia from Polysomnographic and Clinical Variables Using Machine Learning.
Umaer Hanif et al. Annu Int Conf IEEE Eng Med Biol Soc 2023 20231-5
Similar articles in PubMed
Digital cognitive behavioral therapy for insomnia on depression and anxiety: a systematic review and meta-analysis
S Lee et al, NPJ Digital Medicine, March 25, 2023
Exploring digital biomarkers of illness activity in mood episodes: hypotheses generating and model development study.
Gerard Anmella et al. JMIR mHealth and uHealth 2023
Similar articles in PubMed
Initial antidepressant choice by non-psychiatrists: Learning from large-scale electronic health records.
Yi-Han Sheu et al. General hospital psychiatry 2023 8122-31
Similar articles in PubMed
A Computerized Analysis with Machine Learning Techniques for the Diagnosis of Parkinson's Disease: Past Studies and Future Perspectives.
Rana Arti et al. Diagnostics (Basel, Switzerland) 2022 12(11)
Similar articles in PubMed
Ethics of digital therapeutics (DTx).
Refolo P et al. European review for medical and pharmacological sciences 2022 26(18) 6418-6423
Similar articles in PubMed
Using machine learning to predict health-related quality of life outcomes in patients with low grade glioma, meningioma, and acoustic neuroma.
Karri Roshan et al. PloS one 2022 17(5) e0267931
Similar articles in PubMed
Utilizing Big Data From Google Trends to Map Population Depression in the United States: Exploratory Infodemiology Study.
Wang Alex et al. JMIR mental health 2022 9(3) e35253
Similar articles in PubMed
Predicting non-response to multimodal day clinic treatment in severely impaired depressed patients: a machine learning approach.
Vetter Johannes Simon et al. Scientific reports 2022 12(1) 5455
Similar articles in PubMed
Comorbid insomnia among breast cancer survivors and its prediction using machine learning: a nationwide study in Japan.
Ueno Taro et al. Japanese journal of clinical oncology 2021
Similar articles in PubMed
Exploratory Data Mining Techniques (Decision Tree Models) for Examining the Impact of Internet-Based Cognitive Behavioral Therapy for Tinnitus: Machine Learning Approach.
Rodrigo Hansapani et al. Journal of medical Internet research 2021 23(11) e28999
Similar articles in PubMed
Factors to improve distress and fatigue in Cancer survivorship; further understanding through text analysis of interviews by machine learning.
Yang Kyungmi et al. BMC cancer 2021 21(1) 741
Similar articles in PubMed
Guided Internet-Based Cognitive Behavioral Therapy for Insomnia: Health-Economic Evaluation From the Societal and Public Health Care Perspective Alongside a Randomized Controlled Trial.
Buntrock Claudia et al. Journal of medical Internet research 2021 23(5) e25609
Similar articles in PubMed
A machine learning approach predicts future risk to suicidal ideation from social media data.
Roy Arunima et al. NPJ digital medicine 2020 May 3(1) 78
Similar articles in PubMed
Enhancing behavioral sleep care with digital technology: study protocol for a hybrid type 3 implementation-effectiveness randomized trial.
Germain Anne et al. Trials 2021 Jan 22(1) 46
Similar articles in PubMed
Developing a Process for the Analysis of User Journeys and the Prediction of Dropout in Digital Health Interventions: Machine Learning Approach.
Bremer Vincent et al. Journal of medical Internet research 2020 Oct 22(10) e17738
Similar articles in PubMed
Using Natural Language Processing on Electronic Health Records to Enhance Detection and Prediction of Psychosis Risk.
Irving Jessica et al. Schizophrenia bulletin 2020 Oct
Similar articles in PubMed
A machine learning approach predicts future risk to suicidal ideation from social media data.
Roy Arunima et al. NPJ digital medicine 2020 378
Similar articles in PubMed
Network physiology in insomnia patients: Assessment of relevant changes in network topology with interpretable machine learning models.
Jansen Christoph et al. Chaos (Woodbury, N.Y.) 2019 Dec 29(12) 123129
Similar articles in PubMed
Clustering Insomnia Patterns by Data From Wearable Devices: Algorithm Development and Validation Study.
Park Sungkyu et al. JMIR mHealth and uHealth 2019 Dec 7(12) e14473
Similar articles in PubMed
Computer Algorithms in Assessment of Obstructive Sleep Apnoea Syndrome and Its Application in Estimating Prevalence of Sleep Related Disorders in Population.
Katyayan Angira et al. Indian journal of otolaryngology and head and neck surgery : official publication of the Association of Otolaryngologists of India 2019 Sep 71(3) 352-359
Similar articles in PubMed
Exploring User Needs and Preferences for Mobile Apps for Sleep Disturbance: Mixed Methods Study.
Aji Melissa et al. JMIR mental health 2019 May 6(5) e13895
Similar articles in PubMed
Secure and Scalable mHealth Data Management Using Blockchain Combined With Client Hashchain: System Design and Validation.
Motohashi Tomomitsu et al. Journal of medical Internet research 2019 May 21(5) e13385
Similar articles in PubMed
File Formats Help:
How do I view different file formats (PDF, DOC, PPT, MPEG) on this site?
Adobe PDF file
Microsoft PowerPoint file
Microsoft Word file
Microsoft Excel file
Audio/Video file
Apple Quicktime file
RealPlayer file
Text file
Zip Archive file
SAS file
ePub file
Page last reviewed:
Feb 1, 2024
Page last updated:
Apr 25, 2024
Content source:
Public Health Genomics Branch in the Division of Blood Disorders and Public Health Genomics
,
National Center on Birth Defects and Developmental Disabilities
TOP