文献检索文档翻译深度研究

邀请有礼套餐&价格历史记录

新学期，新优惠

限时优惠:9月1日-9月22日

30天高级会员仅需29元

1天体验卡首发特惠仅需5.99元

不再提醒

插件&应用

Zotero 插件浏览器插件 Mac 客户端 Windows 客户端微信小程序

高级版

套餐订阅购买积分包

AI 工具

文献检索文档翻译深度研究

关于我们

关于 Suppr 公司介绍联系我们用户协议隐私条款

关注我们

Suppr 超能文献

核心技术专利：CN118964589B侵权必究

粤ICP备2023148730 号-1Suppr @ 2025

Expected length of stay in residential aged care facilities in Australia: Assessing the impact of dementia using machine learning.

作者信息

Fracalossi Alexander, Zhang Jinhui, Lee Evelyn, Shi Yanlin

机构信息

Department of Actuarial Studies and Business Analytics, Macquarie Business School, Macquarie University, New South Wales, Australia.

Leeder Centre for Health Policy, Economics & Data (The Leeder Centre), University of Sydney, New South Wales, Australia.

出版信息

PLoS One. 2025 May 16;20(5):e0321612. doi: 10.1371/journal.pone.0321612. eCollection 2025.

DOI:10.1371/journal.pone.0321612

原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC12083792/

Abstract

摘要

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/6c436bf17a30/pone.0321612.g010.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/b0f60726913d/pone.0321612.g001.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/907e6e15cf96/pone.0321612.g002.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/18303508b3c6/pone.0321612.g003.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/4acebe66d336/pone.0321612.g004.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/bdc88d01ad98/pone.0321612.g005.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/a8e358877a28/pone.0321612.g006.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/ad984c225aca/pone.0321612.g007.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/0883e592a020/pone.0321612.g008.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/c2daf4606e38/pone.0321612.g009.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/6c436bf17a30/pone.0321612.g010.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/b0f60726913d/pone.0321612.g001.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/907e6e15cf96/pone.0321612.g002.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/18303508b3c6/pone.0321612.g003.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/4acebe66d336/pone.0321612.g004.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/bdc88d01ad98/pone.0321612.g005.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/a8e358877a28/pone.0321612.g006.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/ad984c225aca/pone.0321612.g007.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/0883e592a020/pone.0321612.g008.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/c2daf4606e38/pone.0321612.g009.jpg

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/81e9/12083792/6c436bf17a30/pone.0321612.g010.jpg

相似文献

[1]

Expected length of stay in residential aged care facilities in Australia: Assessing the impact of dementia using machine learning.

PLoS One. 2025-5-16

[2]

Impact of Prior Home Care on Length of Stay in Residential Care for Australians With Dementia.

J Am Med Dir Assoc. 2020-6

[3]

Medication Regimen Complexity In 8 Australian Residential Aged Care Facilities: Impact Of Age, Length Of Stay, Comorbidity, Frailty, And Dependence In Activities Of Daily Living.

Clin Interv Aging. 2019-10-22

[4]

Agitation Prevalence in People With Dementia in Australian Residential Aged Care Facilities: Findings From Machine Learning of Electronic Health Records.

J Gerontol Nurs. 2022-4

[5]

Oral hygiene care for adults with dementia in residential aged care facilities.

JBI Libr Syst Rev. 2004

[6]

Direct health and residential care costs of people living with dementia in Australian residential aged care.

Int J Geriatr Psychiatry. 2018-1-2

[7]

Effectiveness of professional oral health care intervention on the oral health of residents with dementia in residential aged care facilities: a systematic review protocol.

JBI Database System Rev Implement Rep. 2015-10

[8]

The use of multi-sensory interventions to manage dementia-related behaviours in the residential aged care setting: a survey of one Australian state.

J Clin Nurs. 2012-9-20

[9]

Advance care planning for older people in Australia presenting to the emergency department from the community or residential aged care facilities.

Health Soc Care Community. 2015-9

[10]

A screen-based simulation training program to improve palliative care of people with advanced dementia living in residential aged care facilities and reduce hospital transfers: study protocol for the IMproving Palliative care Education and Training Using Simulation in Dementia (IMPETUS-D) cluster randomised controlled trial.

BMC Palliat Care. 2019-10-23

本文引用的文献

[1]

: Variation in direct healthcare costs to the health system by residents living in long-term care facilities: a Registry of Senior Australians study.

Aust Health Rev. 2024-10

[2]

Factors Impacting Retention of Aged Care Workers: A Systematic Review.

Healthcare (Basel). 2023-11-21

[3]

A Preliminary Exploration of the Impact of Aged Care Reforms on the Governance of Two Australian Residential Care Facilities.

Gerontol Geriatr Med. 2023-5-23

[4]

Stop Explaining Black Box Machine Learning Models for High Stakes Decisions and Use Interpretable Models Instead.

Nat Mach Intell. 2019-5

[5]

Application of machine learning in predicting hospital readmissions: a scoping review of the literature.

BMC Med Res Methodol. 2021-5-6

[6]

The new dynamics of residential aged care in Australia: continuity and change.

Aust Health Rev. 2021-5

[7]

Will the COVID-19 pandemic affect population ageing in Australia?

J Popul Res (Canberra). 2022

[8]

Application of deep learning in detecting neurological disorders from magnetic resonance images: a survey on the detection of Alzheimer's disease, Parkinson's disease and schizophrenia.

Brain Inform. 2020-10-9

[9]

Measuring dementia incidence within a cohort of 267,153 older Australians using routinely collected linked administrative data.

Sci Rep. 2020-5-29

[10]

Use of electronic medical records in development and validation of risk prediction models of hospital readmission: systematic review.

BMJ. 2020-4-8

文献AI研究员

20分钟写一篇综述，助力文献阅读效率提升50倍

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

推荐工具

医学文档翻译智能文献检索