NEW DATA ANALYSIS METHODS FOR ACTIGRAPHY IN SLEEP MEDICINE
NEW DATA ANALYSIS METHODS FOR ACTIGRAPHY IN SLEEP MEDICINE
批准号:
8071580
负责人:
WILLIAM D. SHANNON
金额:
$36.87万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2009
资助国家:
美国
项目状态:
已结题
起止时间:
2009-04-01 至 2013-03-31
关键词:
AcademyAdolescentAlgorithmsAmericanAnkleAreaCalibrationChildCircadian DysregulationCircadian RhythmsClinicalClinical MedicineClinical ResearchClinical assessmentsCollectionComputer softwareDataData AnalysesDementiaDepressed moodDevelopmentDevicesDiagnosisDiagnosticDiseaseElderlyEmerging TechnologiesFatigueHealthImageryIndividualInformaticsIsraelLinkMeasuresMedicalMedicineMethodologyMethodsModelingMovementNeurologyNewborn InfantNursing HomesOutputPatientsPatternPharmaceutical PreparationsPolysomnographyPopulationPrintingProcessProgramming LanguagesRecommendationRecording of previous eventsRecruitment ActivityReportingResearchRestless Legs SyndromeSamplingSchizophreniaSeverity of illnessSleepSleep Apnea SyndromesSleep DisordersSleeplessnessStatistical Data InterpretationStatistical MethodsSubgroupTimeUniversitiesWashingtonWristactigraphyclinically relevantcomparison groupdata modelingdemographicsdensitydiariesimprovedinterestnovelopen sourcepatient orientedportabilityprogramsrelational databaseresponsesleep abnormalitiesstatisticstooltreatment responsevolunteer
中文摘要
点击翻译按钮获取中文摘要
英文摘要
DESCRIPTION (provided by applicant): The purpose of this study to develop statistical and informatics tools for analyzing and visualizing actigraphy data linked to fatigue in sleep medicine center patients. An actigraph is a watch-like device attached to the wrist that uses an accelerometer to measure movement nearly continuously over several days. An American Academy of Sleep Medicine 2002 report defines the practice parameters for the use of actigraphy as a useful tool for detecting sleep in healthy individuals, assessing specific aspects in insomnia and restless leg syndrome, and a useful adjunct to a detailed history and subjective sleep diary for diagnosing and treating insomnia, circadian-rhythm disorders, and excessive sleepiness. Concurrent with these recommendations is an increased interest in the use of actigraphy as a tool for objectively measuring fatigue. With improved high-end statistical methods for analyzing this data, actigraphy has the potential to become more important as an objective diagnostic tool for determining fatigue, sleep abnormalities and assessing response to treatment. Other special areas of neurology and medicine where actigraphy can be used more effectively include restless leg syndrome, the elderly and nursing home patients with and without dementia, newborns, infants, children, and adolescents, hypertensive individuals, depressed or schizophrenic patients, and individuals in inaccessible situations. PUBLIC HEALTH RELEVANCE: With improved high-end statistical methods for analyzing actigraphy data, actigraphy has the potential to become more important in clinical medicine and research as an objective diagnostic tool for determining fatigue, sleep abnormalities and assessing response to treatment. Other special areas of neurology and medicine where actigraphy can be used more effectively include restless leg syndrome, the elderly and nursing home patients with and without dementia, newborns, infants, children, and adolescents, hypertensive individuals, depressed or schizophrenic patients, and individuals in inaccessible situations.
期刊论文(3)
专著(0)
科研奖励(0)
会议论文
Age-related effects on circadian phase in the sleep of patients with depression and insomnia.
年龄相关的抑郁症和失眠患者睡眠昼夜节律阶段的影响。
DOI:
10.1080/15402002.2013.855213
发表时间:
2015
期刊:
Behavioral sleep medicine
影响因子:
3.1
作者:
[Xian,Hong, Gonzalez,Carlos, Deych,Elena, Farris,Suzan, Ding,Jimin, Shannon,William, McCall,WVaughn]
通讯作者:
McCall,WVaughn
Phenotyping apathy in individuals with Alzheimer disease using functional principal component analysis.
使用功能主成分分析对阿尔茨海默病患者的冷漠表型进行分析。
DOI:
10.1016/j.jagp.2012.12.012
发表时间:
2013
期刊:
The American journal of geriatric psychiatry : official journal of the American Association for Geriatric Psychiatry
影响因子:
--
作者:
[Zeitzer,JamieM, David,Renaud, Friedman,Leah, Mulin,Emmanuel, Garcia,Rene, Wang,Jia, Yesavage,JeromeA, Robert,PhilippeH, Shannon,William]
通讯作者:
Shannon,William
Analyzing Streaming Multi-Sensor Data to Predict Stroke in Preterm Babies
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批准号:10250034
-
项目类别:
-
资助金额:$25.6万
-
财政年份:2021
-
负责人:WILLIAM D. SHANNON
-
依托单位:
Object Oriented Data Analysis for Untargeted Metabolomics
-
批准号:10010882
-
项目类别:
-
资助金额:$84.9万
-
财政年份:2019
-
负责人:WILLIAM D. SHANNON
-
依托单位:
Administrative Supplement for 'Software Platform for Analyzing Alzheimer's and Parkinson's fMRI Connectomes'
-
批准号:9519378
-
项目类别:
-
资助金额:$14.98万
-
财政年份:2016
-
负责人:WILLIAM D. SHANNON
-
依托单位:
Software Platform for Analyzing Alzheimer's and Parkinson's fMRI Connectomes
-
批准号:9139293
-
项目类别:
-
资助金额:$55.16万
-
财政年份:2016
-
负责人:WILLIAM D. SHANNON
-
依托单位:
BIOSTATISTICS FOR CONNECTOMES
-
批准号:8517207
-
项目类别:
-
资助金额:$18.24万
-
财政年份:2012
-
负责人:WILLIAM D. SHANNON
-
依托单位:
BIOSTATISTICS FOR CONNECTOMES
-
批准号:8359149
-
项目类别:
-
资助金额:$22.8万
-
财政年份:2012
-
负责人:WILLIAM D. SHANNON
-
依托单位:
NEW OBSERVATIONAL DATA ANALYSIS METHODS FOR COMPARATIVE EFFECTIVENESS RESEARCH
-
批准号:8036735
-
项目类别:
-
资助金额:$150.0万
-
财政年份:2010
-
负责人:WILLIAM D. SHANNON
-
依托单位:
NEW DATA ANALYSIS METHODS FOR ACTIGRAPHY IN SLEEP MEDICINE
-
批准号:7787041
-
项目类别:
-
资助金额:$36.89万
-
财政年份:2009
-
负责人:WILLIAM D. SHANNON
-
依托单位:
NEW DATA ANALYSIS METHODS FOR ACTIGRAPHY IN SLEEP MEDICINE
-
批准号:7583399
-
项目类别:
-
资助金额:$37.82万
-
财政年份:2009
-
负责人:WILLIAM D. SHANNON
-
依托单位:
STATISTICAL METHODS FOR RECURSIVELY PARTITIONED TREES
-
批准号:6520234
-
项目类别:
-
资助金额:$16.34万
-
财政年份:2000
-
负责人:WILLIAM D. SHANNON
-
依托单位:
STATISTICAL METHODS FOR RECURSIVELY PARTITIONED TREES
-
批准号:6387141
-
项目类别:
-
资助金额:$16.34万
-
财政年份:2000
-
负责人:WILLIAM D. SHANNON
-
依托单位:
STATISTICAL METHODS FOR RECURSIVELY PARTITIONED TREES
-
批准号:6090912
-
项目类别:
-
资助金额:$21.46万
-
财政年份:2000
-
负责人:WILLIAM D. SHANNON
-
依托单位:
海外基金