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In this talk, we will see how uncertainty can be quantified in AI-assisted medical measurements, specifically Machine Learning regression and classification, and how it can be used to catch less-trustworthy predictions, leading to more accurate and trustworthy systems that can be deployed in the real world.\u003C/span>\u003C/p>","2025-01-08T16:53:45.926Z","2025-03-11T15:31:59.876Z","2025-01-08T16:53:49.027Z","68",[529],{"id":489,"name":530,"committee":16,"position":16,"affiliation":531,"email":16,"biography":532,"createdAt":533,"updatedAt":534,"url_path_id":535,"contactPhoto":536,"socialLinks":568,"url_path":569},"Shervin Shirmohammadi","University of Ottawa","\u003Cp>Shervin Shirmohammadi received his Ph.D. in Electrical Engineering in 2000 from the University of Ottawa, Canada, and after spending 3 years in the industry as a senior architect and project manager, joined as Assistant Professor the same University, where since 2012 he has been a Full Professor with the School of Electrical Engineering and Computer Science. He is Director of the Discover Laboratory, doing research in machine learning-assisted measurements, especially vision-based measurement, IoT measurements, and multimedia and network measurements. The results of his research, funded by more than $28 million from public and private sectors, have led to over 400 publications, over 80 researchers trained at the postdoctoral, PhD, and Master’s levels, 30+ patents and technology transfers to the private sector, and four Best Paper awards. He is the Associate Editor-in-Chief of the IEEE Open Journal of Instrumentation and Measurement, for which he was the Founding Editor-in-Chief from 2021 to 2023, and was the Editor-in-Chief of the IEEE Transactions on Instrumentation and Measurement from 2017 to 2021, the Associate Editor-in-Chief of IEEE Instrumentation and Measurement Magazine in 2014 and 2015, and is currently on the latter’s editorial board.\u003Cbr>He has been on the Administrative Committee (AdCom) of the IEEE Instrumentation and Measurement Society (IMS) since 2014, currently serves as IMS’s President, and was a member of the IEEE I2MTC Board of Directors from 2014 to 2016.\u003Cbr>Dr. Shirmohammadi is an IEEE Fellow “for contributions to multimedia systems and network measurements”, and recipient of the 2019 George S. Glinski Award for Excellence in Research, the 2021 IEEE IMS Distinguished Service Award, and the 2023 IEEE IMS Technical Award “for contributions to the advancement of machine learning-assisted measurements”.\u003Cbr>&nbsp;\u003C/p>","2025-01-08T16:40:47.531Z","2025-01-08T16:59:23.811Z","67",{"id":537,"name":538,"alternativeText":16,"caption":16,"width":539,"height":539,"formats":540,"hash":564,"ext":542,"mime":545,"size":565,"url":566,"previewUrl":16,"provider":53,"provider_metadata":16,"createdAt":567,"updatedAt":567},39,"shervin.webp",3200,{"large":541,"small":548,"medium":553,"thumbnail":558},{"ext":542,"url":543,"hash":544,"mime":545,"name":546,"path":16,"size":547,"width":27,"height":27},".webp","https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/large_shervin_639fdf64d1.webp","large_shervin_639fdf64d1","image/webp","large_shervin.webp",20.52,{"ext":542,"url":549,"hash":550,"mime":545,"name":551,"path":16,"size":552,"width":34,"height":34},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/small_shervin_639fdf64d1.webp","small_shervin_639fdf64d1","small_shervin.webp",8.47,{"ext":542,"url":554,"hash":555,"mime":545,"name":556,"path":16,"size":557,"width":41,"height":41},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/medium_shervin_639fdf64d1.webp","medium_shervin_639fdf64d1","medium_shervin.webp",14.24,{"ext":542,"url":559,"hash":560,"mime":545,"name":561,"path":16,"size":562,"width":563,"height":563},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/thumbnail_shervin_639fdf64d1.webp","thumbnail_shervin_639fdf64d1","thumbnail_shervin.webp",2.19,156,"shervin_639fdf64d1",93.49,"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/shervin_639fdf64d1.webp","2025-01-08T16:59:06.065Z",[],"-40","-41",{"id":124,"session":572},{"id":124,"title":573,"teaser":574,"body":78,"createdAt":575,"updatedAt":576,"publishedAt":577,"url_path_id":578,"contacts":579,"url_path":607},"Sensing Systems for Assistive Technology","\u003Cp style=\"text-align:justify;\">\u003Cspan style=\"background-color:rgb(255,255,255);color:rgb(34,34,34);\">The term Assistive Technology (AT) identifies a wide range of solutions and services to improve the life quality of frail people, by supporting them in performing everyday tasks, access to public services, participate in education and social life, as well as performing well at job. Assistive technologies can play a fundamental role in promoting independence, self-esteem and social integration of frail persons, by supporting an Active and Healthy Ageing and Well Being. This talk would like to focus on the strategic role of sensors and (wearable) sensing systems in the framework of AT, e.g. from indoor localization to health monitoring and the assessment of users habits.\u003C/span>\u003C/p>","2025-03-10T20:44:16.394Z","2025-03-11T15:31:45.153Z","2025-03-10T20:44:44.670Z","84",[580],{"id":415,"name":581,"committee":16,"position":16,"affiliation":582,"email":16,"biography":583,"createdAt":584,"updatedAt":585,"url_path_id":586,"contactPhoto":587,"socialLinks":605,"url_path":606},"Bruno Ando","University of Catania","\u003Cp>\u003Cspan style=\"background-color:rgb(255,255,255);color:rgb(36,36,36);\">Bruno Andò (IEEE M’97-SM’13) received the M.S. in Electronic Engineering and the Ph.D. in Electrical Engineering from the University of Catania, Italy, in 1994 and 1999 respectively. He is currently Full Professor of Electronic Instrumentation and Measurements at the University of Catania where he teaches classes on \"Electronic measurements systems\" and \"Sensors and advanced sensing systems\". He is also member of the Board of Ph.D. course in Electronic and Automation Engineering of the University of Catania.\u003C/span>\u003Cbr>\u003Cspan style=\"background-color:rgb(255,255,255);color:rgb(36,36,36);\">Prof. Andò has been Editor in Chief of the IEEE I&amp;M Magazine and he is Associate Editor of the IEEE Transactions on Instrumentation and Measurements. Currently he is a member of the I&amp;M Society AdCom.\u003C/span>\u003Cbr>\u003Cspan style=\"background-color:rgb(255,255,255);color:rgb(36,36,36);\">His main research interests are smart multi-sensor architectures for Assistive Technologies and environmental monitoring, sensors design and optimization, inkjet printed sensors, new materials for sensors and nonlinear techniques for signal processing.\u003C/span>\u003Cbr>\u003Cspan style=\"background-color:rgb(255,255,255);color:rgb(36,36,36);\">Prof. Andò has authored more than 400 scientific publications including international journals, books, conferences and patents.\u003C/span>\u003C/p>","2025-03-10T20:43:33.711Z","2025-03-10T20:45:20.021Z","83",{"id":588,"name":589,"alternativeText":16,"caption":16,"width":590,"height":591,"formats":592,"hash":601,"ext":594,"mime":597,"size":602,"url":603,"previewUrl":16,"provider":53,"provider_metadata":16,"createdAt":604,"updatedAt":604},72,"ando_n.jpg",270,325,{"thumbnail":593},{"ext":594,"url":595,"hash":596,"mime":597,"name":598,"path":16,"size":599,"width":600,"height":563},".jpg","https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/thumbnail_ando_n_2158226a38.jpg","thumbnail_ando_n_2158226a38","image/jpeg","thumbnail_ando_n.jpg",5.86,130,"ando_n_2158226a38",13.75,"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/ando_n_2158226a38.jpg","2025-03-10T20:43:29.916Z",[],"-48","-49",{"id":65,"session":609},{"id":65,"title":610,"teaser":611,"body":78,"createdAt":612,"updatedAt":613,"publishedAt":614,"url_path_id":615,"contacts":616,"url_path":638},"Beyond the Sensor: Low-Power Edge AI for Wearable and Non-Contact Monitoring","\u003Cp style=\"text-align:justify;\">\u003Cspan style=\"background-color:rgb(255,255,255);color:rgb(34,34,34);\">The next generation of intelligent sensing is shifting towards ultra-low-power, AI-driven solutions that enable continuous monitoring without compromising energy efficiency. This keynote explores recent advances in wearable and non-contact sensing technologies powered by Edge AI and neuromorphic computing. We will discuss how bio-inspired algorithms, efficient hardware-software co-design, and multimodal sensor fusion are unlocking new capabilities in physiological monitoring, positioning, and ambient intelligence. The talk will showcase novel sensing paradigms that minimize energy consumption while enhancing real-time perception and decision-making. These innovations have broad implications for healthcare, smart environments, and autonomous systems, paving the way for self-sustaining, intelligent sensing solutions.\u003C/span>\u003C/p>","2025-03-11T15:30:25.518Z","2025-03-11T15:31:30.930Z","2025-03-11T15:30:39.529Z","86",[617],{"id":296,"name":618,"committee":16,"position":16,"affiliation":619,"email":16,"biography":620,"createdAt":621,"updatedAt":621,"url_path_id":622,"contactPhoto":623,"socialLinks":636,"url_path":637},"Michele Magno","ETH Zurich, Switzerland","\u003Cp style=\"text-align:justify;\">Michele Magno (Senior Member, IEEE) He is a Senior Scientist at ETH Zurich, Switzerland, and the Head of the Project-Based Learning Center at ETH Zurich. received his Master's degree in 2003 from the University of Bologna and his Ph.D. from the same university in 2010. His main research interests include wireless sensor networks, wearable devices, machine learning at the edge, smart sensors and autonomous robots, energy harvesting, low-power management techniques, and extending the lifetime of battery-operated devices. He has collaborated with several universities and research centers including industry cooperation with IBM Research, Sony, STMicroelectronics, Infineon, Ferrari and many others. He has published more than 300 papers in international journals and conferences and has received multiple Best Paper and Best Poster awards.\u003C/p>","2025-03-11T15:29:38.846Z","85",{"id":477,"name":624,"alternativeText":16,"caption":16,"width":625,"height":625,"formats":626,"hash":632,"ext":594,"mime":597,"size":633,"url":634,"previewUrl":16,"provider":53,"provider_metadata":16,"createdAt":635,"updatedAt":635},"mi.jpg",260,{"thumbnail":627},{"ext":594,"url":628,"hash":629,"mime":597,"name":630,"path":16,"size":631,"width":563,"height":563},"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/thumbnail_mi_56e58374c7.jpg","thumbnail_mi_56e58374c7","thumbnail_mi.jpg",4.24,"mi_56e58374c7",9.9,"https://confcats-siteplex.s3.us-east-1.amazonaws.com/memea25/mi_56e58374c7.jpg","2025-03-11T15:28:53.847Z",[],"-50","-51",{"data":640,"meta":641},{"id":194,"heading":322,"createdAt":327,"updatedAt":328,"publishedAt":329,"url_path_id":330,"url_path":323,"contentType":105},{},1778853168072]