Perioperative Cognitive Anesthesia Network Extension for Socially Vulnerable Older Adults
Perioperative Cognitive Anesthesia Network Extension for Socially Vulnerable Older Adults
批准号:
10633174
负责人:
Patrick J Tighe
金额:
$15.47万
依托单位:
依托单位国家:
美国
项目类别:
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-09-01 至 2026-05-31
关键词:
Academic/Teacher AwardAccelerationAddressAdvisory CommitteesAgeAlzheimer&aposs DiseaseAlzheimer&aposs disease related dementiaAnesthesia proceduresAnesthesiologyAnestheticsAreaArtificial IntelligenceAwarenessBasic ScienceClinicClinicalClinical SciencesCognitionCognitiveCollectionCommunitiesConduction AnesthesiaDataData LinkagesData ScienceDatabasesDisparateDisparityDocumentationEarly DiagnosisElderlyElectricityFellowshipFloridaFoodFundingGeriatricsGrantHealthHealth systemHealthcare SystemsHigh Performance ComputingHospitalsImpaired cognitionIndividualInequityInfrastructureInstitutionInterdisciplinary StudyInvestigationLeadLeadershipLinkMachine LearningMeasuresMedicineMentorshipModelingNeighborhoodsNerve DegenerationNeurodegenerative DisordersNeuropsychologyOperative Surgical ProceduresOrthopedic SurgeryOutcomePainPathway interactionsPatientsPerformancePerioperativePerioperative CarePopulationPopulation HeterogeneityPostoperative PainPostoperative PeriodProcessProxyRecordsRecoveryResearchResearch InfrastructureResearch PersonnelResearch TrainingResourcesRoleScientistSecureSocial FunctioningSocial NetworkSocial supportStructureSupplementationSystemTimeTrainingTraining ProgramsTransportationUnited States Centers for Medicare and Medicaid ServicesUnited States National Institutes of HealthUpdateVulnerable Populationsaspiratecare systemscertificate programclinical diagnosiscognitive changecohortcurriculum developmentdata modelingdeep learningdeprivationdisparity reductionelectronic health record systemexperiencefrailtyindexinglearning strategymeetingsmild cognitive impairmentmultidisciplinaryneglectneuropathologynovelpostoperative recoveryprogramsprospectiveprovider factorsrecruitrisk stratificationsexsocialsocial determinantssocial disparitiessocial factorssocial health determinantssocial vulnerabilitysuccesssurgery outcomesymposiumtimelineunstructured data
中文摘要
摘要
英文摘要
ABSTRACT
The U.S. healthcare system cares for increasing numbers of older adults, including those with Alzheimer’s
disease and related dementias, who require surgery with anesthesia. Regional social inequities, as measured
by spatial indices such as area deprivation and social vulnerability indices, independently contribute to
differences in perioperative and neurodegenerative outcomes. Data also support a significant association
between neighborhood-level area deprivation indices with Alzheimer’s disease neuropathology. Despite
emerging evidence linking social determinants of health with disparities in postoperative outcomes in older
adults, investigations in these areas increasingly require expertise with disparate subject matters, including
clinical perioperative practice, geriatrics, neuropsychology, social determinants of health, geospatial analyses,
and even artificial intelligence. The K07 applicant is a National Institutes of Health (NIH)-funded independent
investigator and fellowship-trained anesthesiologist with expertise in regional anesthesia and orthopedic surgery,
as well as research experience in machine learning, geospatial disparities, and perioperative pain and cognition.
The purpose of this proposal is to promote institutional and community awareness of how social vulnerabilities
impact perioperative outcomes in older adults, including those with Alzheimer’s disease and related dementias,
and particularly those outcomes related to postoperative pain and cognition. The overall strategy of this proposal
is to develop interdisciplinary research infrastructure along with transdisciplinary training programs to
crosspollinate research teams. This structure will be organized via the Perioperative Cognitive Anesthesia
Network-Social Vulnerability (PeCANSV) construct in three aims: Aim 1: Convene a PeCANSV multidisciplinary
advisory team to establish three supplemental cores in 1) geospatial infrastructure; 2) social determinants of
health; 3) artificial intelligence. Aim 2: Accelerate research discovery through interdisciplinary research pathways
by formalizing nascent linkages between supplemental PeCANSV cores and UF resources and extant geospatial,
environmental, cognitive, and clinical perioperative databases at UF Health and throughout Florida. Aim 3:
Develop a transdisciplinary workforce of clinical and basic science researchers to lead interdisciplinary teams
addressing the social vulnerability of older adult surgical patients. Milestones include regular analysis of
strengths, opportunities, aspirations, and results, interdisciplinary proposal submissions, and evidence of trainee
success in perioperative research in social disparities of older adults, including those with Alzheimer’s disease
and related dementias.
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Fairness in the prediction of acute postoperative pain using machine learning models.
使用机器学习模型预测急性术后疼痛的公平性。
DOI:
10.3389/fdgth.2022.970281
发表时间:
2022
期刊:
FRONTIERS IN DIGITAL HEALTH
影响因子:
--
作者:
[Davoudi, Anis, Sajdeya, Ruba, Ison, Ron, Hagen, Jennifer, Rashidi, Parisa, Price, Catherine C, Tighe, Patrick J]
通讯作者:
Tighe, Patrick J
Human IPSC-Derived PreBötC-Like Neurons and Development of an Opiate Overdose and Recovery Model.
人类 IPSC 衍生的 PreBötC 样神经元以及阿片类药物过量和恢复模型的开发。
DOI:
10.1002/adbi.202300276
发表时间:
2023
期刊:
Advanced biology
影响因子:
3.7
作者:
[Guo,Xiufang, Akanda,Nesar, Fiorino,Gabriella, Nimbalkar,Siddharth, Long,ChristopherJ, Colón,Alisha, Patel,Aakash, Tighe,PatrickJ, Hickman,JamesJ]
通讯作者:
Hickman,JamesJ
DOI:
10.1016/j.arth.2022.05.018
发表时间:
2022-11
期刊:
JOURNAL OF ARTHROPLASTY
影响因子:
3.5
作者:
[Chen, Cheng, Tighe, Patrick J., Lo-Ciganic, Wei-Hsuan, Winterstein, Almut G., Wei, Yu-Jung]
通讯作者:
Wei, Yu-Jung
DOI:
10.1016/j.amepre.2021.08.024
发表时间:
2022-04
期刊:
AMERICAN JOURNAL OF PREVENTIVE MEDICINE
影响因子:
5.5
作者:
[Chen, Cheng, Lo-Ciganic, Wei-Hsuan, Winterstein, Almut G., Tighe, Patrick, Wei, Yu-Jung J.]
通讯作者:
Wei, Yu-Jung J.
Perioperative Cognitive Anesthesia Network Extension for Socially Vulnerable Older Adults
-
批准号:10281822
-
项目类别:
-
资助金额:$15.47万
-
财政年份:2021
-
负责人:Patrick J Tighe
-
依托单位:
Perioperative Cognitive Anesthesia Network Extension for Socially Vulnerable Older Adults
-
批准号:10475724
-
项目类别:
-
资助金额:$15.47万
-
财政年份:2021
-
负责人:Patrick J Tighe
-
依托单位:
Finding Good TEMporal PostOperative pain Signatures (TEMPOS)
-
批准号:8863868
-
项目类别:
-
资助金额:$49.19万
-
财政年份:2015
-
负责人:Patrick J Tighe
-
依托单位:
Finding Good TEMporal PostOperative pain Signatures (TEMPOS)
-
批准号:9291477
-
项目类别:
-
资助金额:$50.72万
-
财政年份:2015
-
负责人:Patrick J Tighe
-
依托单位:
Use of Machine Learning Classifiers to Forecast Severe Acute Postoperative Pain F
-
批准号:8901203
-
项目类别:
-
资助金额:$11.77万
-
财政年份:2012
-
负责人:Patrick J Tighe
-
依托单位:
Use of Machine Learning Classifiers to Forecast Severe Acute Postoperative Pain F
-
批准号:8353726
-
项目类别:
-
资助金额:$15.2万
-
财政年份:2012
-
负责人:Patrick J Tighe
-
依托单位:
Use of Machine Learning Classifiers to Forecast Severe Acute Postoperative Pain F
-
批准号:8505014
-
项目类别:
-
资助金额:$15.21万
-
财政年份:2012
-
负责人:Patrick J Tighe
-
依托单位:
Use of Machine Learning Classifiers to Forecast Severe Acute Postoperative Pain F
-
批准号:8677604
-
项目类别:
-
资助金额:$15.11万
-
财政年份:2012
-
负责人:Patrick J Tighe
-
依托单位:
海外基金