Lucian-Mihai Itu -- Artificial Intelligence in Personalized Cardiovascular Medicine [ONLINE]
| Dates: | 13 December 2023 |
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| Times: | 13:00 - 14:00 |
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| What is it: | Seminar |
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| Organiser: | Department of Mathematics |
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| Who is it for: | University staff, External researchers, Current University students |
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| Speaker: | Lucian-Mihai Itu |
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Join us for this seminar by Lucian Itu (Siemens) as part of the North West Seminar Series in Mathematical Biology and Data Sciences. Details of the full series can be found here https://www.cms.livjm.ac.uk/APMSeminar/
The talk will be hosted by Liverpool John Moores University and available to watch via Teams. Please contact carl.whitfield@manchester.ac.uk or i.siekmann@ljmu.ac.uk for the link, or sign up to the mailing list.
Title: Artificial Intelligence in Personalized Cardiovascular Medicine
Abstract: Medical imaging provides valuable input for managing cardiovascular disease (CVD), ranging from risk assessment to diagnosis, therapy planning and follow-up. Artificial intelligence (AI) based medical image analysis algorithms provide nowadays state-of-the-art results in CVD management, mainly due to the increase in computational power and data storage capacities.
The processing of imaging and medical data is performed at four levels of increasing complexity and wider implications. At the examination level, AI aims at improving, simplifying, and standardizing image acquisition and processing. At the reading and reporting levels, AI focuses on automatic detection and characterization of features and on automatic measurements in the images. At the prediction and prescription levels, AI focuses on risk prediction and stratification, as opposed to merely detecting, measuring, and quantifying images. The digital twin is presented as a concept of individualized computational modeling of human physiology, with AI-based CT fractional flow reserve modeling as an example. Finally, at the cohort and population analysis levels, the focus of AI shifts from clinical decision-making to operational decisions.
To subscribe to the mailing list for this event series, please send an e-mail with the phrase “subscribe math-lifesci-seminar” in the message body to listserv@listserv.manchester.ac.uk
Speaker
Lucian-Mihai Itu
Role: Research Engineer
Organisation: Siemens / Transilvania University of Brasov
Travel and Contact Information
