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Smart sensors, wearable devices, Internet of Things (IoT) platforms, and big data offer new and exciting possibilities for more robust, reliable, flexible and low-cost healthcare systems and patient care strategies. The data coming from the rehabilitation process is useful to create AI personalized models associated with physical rehabilitation plans optimization, patient outcome prediction, clinics resource optimization.\u003C/p>","\u003Cp style=\"text-align:justify;\">This tutorial highlights the development of rehabilitation solutions based on smart sensors virtual reality and serious games. As part of these interactive environments, 3D image sensors will be introduced for natural user interaction with rehabilitation scenarios and remote sensing of the user movements, along with thermal cameras for remote evaluation of muscle activity. Additionally, non-invasive monitoring technologies for tracking patients' posture, balance, and gait during the rehabilitation process will be presented. Developed prototypes, such as smart walkers and force platforms, will be discussed, providing quantitative insights related to physical rehabilitation outcomes.&nbsp;\u003C/p>\u003Cp style=\"text-align:justify;\">The tutorial will also address challenges related to signal processing, data storage, representation, and analysis, including the formulation of specific metrics for assessing patient progress throughout the rehabilitation process. Elements regarding AI modeling, and AI implementation are considered taking into account that AI may provide to the clinical specialists knowledges about performance metrics after every training session, helping them better understand the motor limitations of the patient and the latest improvements.&nbsp;\u003C/p>","2025-04-16T18:56:52.897Z","89",[528],{"id":153,"name":529,"committee":16,"position":16,"affiliation":530,"email":16,"biography":531,"createdAt":532,"updatedAt":533,"url_path_id":534,"contactPhoto":535,"socialLinks":567,"url_path":568},"Octavian Postolache","ISCTE-Instituto Universitario de Lisboa","\u003Cp style=\"text-align:justify;\">Dr. Octavian Postolache&nbsp;(IEEE SM ‘06)&nbsp;is electrical engineer and Full Professor at ISCTE-Instituto Universitario de Lisboa and Senior researcher of Instituto de Telecomunicacoes, Lisbon, Portugal. His fields of interests are smart sensors, WSN, IoT for biomedical applications precision agriculture, artificial intelligence for automated measurement systems, intelligent transportation. Dr. Postolache is author and co-author of 10 patents, 12 books, 21 book chapters, and more than 400 papers in international journals and indexed conferences with peer review. He was considered three years in the row by Stanford -Elsevier on the top 2% of the highest cited scientists. He is developing didactical and research activity. He developed research work in the field of smart physical therapy, environment monitoring and he participate as PI or member in national and international projects such as TaylorPhy. He is IEEE Senior Member, IEEE IMS Distinguished Lecturer 2014-2020, 2023-2025, chair of IEEE IMS Chapter Chair Liaison, IEEE IMS TC-13 and he is current chair of IEEE IMS Portugal Chapter. He is Associate Editor of IEEE Sensors journal, IEEE Transaction on Instrumentation and Measurement and IoT from Elsevier. He received IEEE outstanding reviewer and the outstanding associate editor from IEEE Transactions in Instrumentation and Measurement and IEEE Sensors Journal, IEEE IMS outstanding distinguished lecturer2020, 2017, IEEE IMS outstanding chapter and chair 2021, IEEE IMS outstanding section chapter, and other awards related to his research activity at different international forums. He served as project evaluator in the field of biomedical applications.\u003C/p>","2025-03-06T18:30:38.885Z","2025-05-15T21:31:52.633Z","75",{"id":536,"name":537,"alternativeText":16,"caption":16,"width":538,"height":538,"formats":539,"hash":563,"ext":541,"mime":544,"size":564,"url":565,"previewUrl":16,"provider":53,"provider_metadata":16,"createdAt":566,"updatedAt":566},82,"Octavian-Postolache_hiRes.jpg",2848,{"large":540,"small":547,"medium":552,"thumbnail":557},{"ext":541,"url":542,"hash":543,"mime":544,"name":545,"path":16,"size":546,"width":27,"height":27},".jpg","https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/large_Octavian_Postolache_hi_Res_0509000c0c.jpg","large_Octavian_Postolache_hi_Res_0509000c0c","image/jpeg","large_Octavian-Postolache_hiRes.jpg",109.76,{"ext":541,"url":548,"hash":549,"mime":544,"name":550,"path":16,"size":551,"width":34,"height":34},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/small_Octavian_Postolache_hi_Res_0509000c0c.jpg","small_Octavian_Postolache_hi_Res_0509000c0c","small_Octavian-Postolache_hiRes.jpg",29.12,{"ext":541,"url":553,"hash":554,"mime":544,"name":555,"path":16,"size":556,"width":41,"height":41},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/medium_Octavian_Postolache_hi_Res_0509000c0c.jpg","medium_Octavian_Postolache_hi_Res_0509000c0c","medium_Octavian-Postolache_hiRes.jpg",62.38,{"ext":541,"url":558,"hash":559,"mime":544,"name":560,"path":16,"size":561,"width":562,"height":562},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/thumbnail_Octavian_Postolache_hi_Res_0509000c0c.jpg","thumbnail_Octavian_Postolache_hi_Res_0509000c0c","thumbnail_Octavian-Postolache_hiRes.jpg",4.33,156,"Octavian_Postolache_hi_Res_0509000c0c",802.96,"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/Octavian_Postolache_hi_Res_0509000c0c.jpg","2025-05-15T21:31:48.719Z",[],"-42","-52",{"id":65,"groupTitle":16,"sessions":571},[572],{"id":201,"session":573},{"id":201,"title":574,"teaser":575,"body":576,"createdAt":577,"updatedAt":577,"publishedAt":16,"url_path_id":578,"contacts":579,"url_path":618},"The Supportive Smart Home: Solutions Enabling Independence - Ambient Sensing, Artificial Intelligence in Ethical Context","\u003Cp>\u003Cspan style=\"background-color:rgb(255,255,255);color:rgb(34,34,34);font-family:Arial, Helvetica, sans-serif;\">Smart Home Technology is widely available and we use it in our day to&nbsp; day lives. This tutoiral will explore a new concept, the Supportive Smart Home, bringing together research on ambient assisted living with smart home technology solutions focused on further supporting the ongoing well-being and independence of older adults.&nbsp;\u003C/span>\u003C/p>","\u003Cp>\u003Cspan style=\"background-color:rgb(255,255,255);color:rgb(34,34,34);font-family:Arial, Helvetica, sans-serif;\">The tutorial will explore the needs of older adults through consideration of personas developed with clinicians with expertise in care of the elderly.&nbsp; The tutorial will explore various aspects of ethics, privacy, data ownership and data communications that must be considered for all of the technology solutions. Within this context ambient sensing solutions that are emerging for use, under research and gaps still to be addressed will be presented to provide supportive smart home solutions to address the many and varied needs of older adults.\u003C/span>\u003C/p>","2025-04-16T19:13:44.478Z","91",[580],{"id":581,"name":582,"committee":16,"position":16,"affiliation":16,"email":16,"biography":583,"createdAt":584,"updatedAt":585,"url_path_id":586,"contactPhoto":587,"socialLinks":616,"url_path":617},29,"Dr. Bruce Wallace","\u003Cp>Dr. Bruce Wallace is Executive Director of the AGE-WELL National Innovation Hub on Sensors and Analytics to Monitor Memory and Mobility (SAM\u003Csup>3\u003C/sup>), an Adjunct Research Professor at Carleton University, and an Affiliated Investigator at the Bruyère Health Research Institute. He worked for 24 years in the technology sector at BNR, Avaya and Nortel including research and development, product and business strategy, and as a business leader with global responsibility. SAM\u003Csup>3\u003C/sup> is a collaboration between the Bruyère Health Research Institute and Carleton University in partnership with AGE-WELL. The focus of SAM\u003Csup>3\u003C/sup> is on research and innovation projects focused on technology-based solutions to enable an aging population to maintain a healthy and independent lifestyle.\u003C/p>","2025-04-16T19:08:10.790Z","2025-05-15T21:30:04.181Z","90",{"id":588,"name":589,"alternativeText":16,"caption":16,"width":590,"height":590,"formats":591,"hash":612,"ext":541,"mime":544,"size":613,"url":614,"previewUrl":16,"provider":53,"provider_metadata":16,"createdAt":615,"updatedAt":615},81,"Bruce_Wallace.jpg",2082,{"large":592,"small":597,"medium":602,"thumbnail":607},{"ext":541,"url":593,"hash":594,"mime":544,"name":595,"path":16,"size":596,"width":27,"height":27},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/large_Bruce_Wallace_213e98bf8a.jpg","large_Bruce_Wallace_213e98bf8a","large_Bruce_Wallace.jpg",124.26,{"ext":541,"url":598,"hash":599,"mime":544,"name":600,"path":16,"size":601,"width":34,"height":34},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/small_Bruce_Wallace_213e98bf8a.jpg","small_Bruce_Wallace_213e98bf8a","small_Bruce_Wallace.jpg",34.51,{"ext":541,"url":603,"hash":604,"mime":544,"name":605,"path":16,"size":606,"width":41,"height":41},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/medium_Bruce_Wallace_213e98bf8a.jpg","medium_Bruce_Wallace_213e98bf8a","medium_Bruce_Wallace.jpg",72.44,{"ext":541,"url":608,"hash":609,"mime":544,"name":610,"path":16,"size":611,"width":562,"height":562},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/thumbnail_Bruce_Wallace_213e98bf8a.jpg","thumbnail_Bruce_Wallace_213e98bf8a","thumbnail_Bruce_Wallace.jpg",4.54,"Bruce_Wallace_213e98bf8a",495.74,"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/Bruce_Wallace_213e98bf8a.jpg","2025-05-15T21:29:25.481Z",[],"-53","-54",{"data":620,"meta":621},{"id":358,"heading":359,"createdAt":364,"updatedAt":365,"publishedAt":366,"url_path_id":367,"url_path":370,"contentType":105},{},1778853168072]