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The symposium highlights innovative, non-invasive approaches aimed at early detection of functional decline and fall risk, supporting aging in place. Presentations include hip accelerometry with machine learning models to detect and forecast frailty decline, multisensory tools such as CatchU... Before You Fall for preclinical Alzheimer’s contexts, and a web-based decision aid to guide individuals with memory loss and caregivers in selecting digital health technologies.",{"@graph":69,"@context":122},[70,84,105],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":35,"@type":76,"position":81},"https://docshare.wps.com/document/healthcare/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/innovative-monitoring-technologies-to-enhance-the-health-independence-and-well-being-of-older-adults-symposium-session-4200-innovative-monitoring-technologies/426387/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/innovative-monitoring-technologies-to-enhance-the-health-independence-and-well-being-of-older-adults-symposium-session-4200-innovative-monitoring-technologies/426387.png","ImageObject",300,407,{"name":92,"@type":93},"Elsa","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-19","2026-09-29",true,{"@type":102,"interactionType":103,"userInteractionCount":24},"InteractionCounter",{"@type":104},"ViewAction",{"@type":106,"mainEntity":107},"FAQPage",[108,114,118],{"name":109,"@type":110,"acceptedAnswer":111},"What is the main goal of the symposium on older adults?","Question",{"text":112,"@type":113},"To showcase innovative, non-invasive monitoring technologies that improve health, independence, and well-being for older adults, with an emphasis on aging in place.","Answer",{"name":115,"@type":110,"acceptedAnswer":116},"How does the symposium address fall prevention?",{"text":117,"@type":113},"It presents approaches including a multisensory digital health tool designed to predict fall risk, especially for people with preclinical Alzheimer’s disease.",{"name":119,"@type":110,"acceptedAnswer":120},"Which decision-support method is discussed for memory loss and caregivers?",{"text":121,"@type":113},"The Let’s Talk Tech (LTT) web-based decision aid helps individuals with memory loss and their caregivers make informed choices about digital health technologies.","https://schema.org",{"og:url":83,"og:type":124,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":126,"canonical":83},"index,follow",{"doc_id":128,"site_id":62},426387,1790790067,{"code":4,"msg":5,"data":131},{"doc_id":128,"user_id":132,"nickname":92,"user_avatar":133,"doc_module":4,"category_id":34,"category_name":35,"doc_title":65,"doc_description":67,"doc_content":134,"file_id":135,"file_url":136,"file_type":137,"file_size":138,"view_count":24,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":8,"language":139,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":140,"faqs":141,"seo_title":142,"seo_description":67,"update_tm":143,"read_time":81},137455077381,"https://ap-avatar.wpscdn.com/davatar_994ba38a5ba835b3df7d355c54d3ed8d","Innovation in Aging, 2025, Vol. 9, No. S2 517  \nsharing of technology preferences beyond the care dyad. Dr. Elinor Schoenfeld will present on the development and deployment of contactless sensors for Monitoring Vital Signs and Movement, advancing real-time health monitoring to support aging in place. Finally, Dr. Jane Chung will introduce a Wi-Fi Sensing-Based Deep Learning Solution that recognizes daily activities in older adults, offering insights into functional decline and cognitive health. By showcasing these cutting-edge approaches, this symposium highlights the transformative potential of monitoring technologies in aging research, emphasizing user-centered and scalable solutions to support older adults’ health and independence.  \nSESSION 4200 (SYMPOSIUM)   \nAbstract citation ID: igaf122.1765  \nINNOVATIVE MONITORING TECHNOLOGIES TO  \nENHANCE THE HEALTH, INDEPENDENCE, AND  \nWELL-BEING OF OLDER ADULTS  \nChair: Walter Boot  \nAdvancements in monitoring technologies offer new opportunities to enhance the health, independence, and well-being of older adults. This symposium presents innovative, non-invasive solutions for the early detection of functional decline, fall prevention, and support for aging in place. Dr. Megan Huisingh-Scheetz will discuss how hip accelerometry and machine learning models can detect and forecast frailty decline in older adults, enabling proactive interventions. Dr. Jeannette Mahoney will introduce CatchU... Before You Fall, a multisensory digital health tool designed to predict fall risk—particularly in individuals with preclinical Alzheimer’s disease—while promoting independence and facilitating provider-initiated falls counseling. Dr. Clara Berridge will explore the Let’s Talk Tech (LTT) decision aid, a web-based tool that helps individuals with memory loss and their caregivers make informed decisions about digital health technologies, highlighting its potential value to both family members and providers by supporting the","cbCaich5cVhFxlRx","https://ap.wps.com/l/cbCaich5cVhFxlRx","pdf",483374,"English","# Innovative non-invasive monitoring for aging in place\n## Early detection of functional decline and fall prevention\n## Hip accelerometry and machine learning for frailty forecasting\n## Multisensory digital tool for predicting fall risk\n## Decision aid for digital health technology choices","[{\"question\":\"What is the main goal of the symposium on older adults?\",\"answer\":\"To showcase innovative, non-invasive monitoring technologies that improve health, independence, and well-being for older adults, with an emphasis on aging in place.\"},{\"question\":\"How does the symposium address fall prevention?\",\"answer\":\"It presents approaches including a multisensory digital health tool designed to predict fall risk, especially for people with preclinical Alzheimer’s disease.\"},{\"question\":\"Which decision-support method is discussed for memory loss and caregivers?\",\"answer\":\"The Let’s Talk Tech (LTT) web-based decision aid helps individuals with memory loss and their caregivers make informed choices about digital health technologies.\"}]","INNOVATIVE MONITORING TECHNOLOGIES TO ENHANCE THE HEALTH, INDEPENDENCE, AND WELL-BEING OF OLDER ADULTS - Symposium Session 4200 - Innovative Monitoring Technologies | PDF",1790640405]