Haiping Lu -- Exploring Multimodal AI for Health and Biological Sciences: From Heart to Mind [IN PERSON]
| Dates: | 15 April 2024 |
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| Times: | 14:00 - 15:00 |
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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: | Haiping Lu |
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Join us for this seminar by Haiping Lu (Sheffield) 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 in person in room 4.63 of the Simon Building. For those who cannot attend in person the talk will also be streamed via zoom, please contact carl.whitfield@manchester.ac.uk or igor.chernyavsky@manchester.ac.uk for the zoom link, or sign up to the mailing list.
Title: Exploring Multimodal AI for Health and Biological Sciences: From Heart to Mind
Abstract: In this talk, we explore the diverse applications of multimodal AI in health and biological sciences, from advancing cardiovascular diagnostics to novel insights into brain functional networks. We highlight innovations such as tensor-based learning and variational autoencoders for cardiac hemodynamic instability detection, dual-stream vision-language pre-training for medical image understanding, geometry-aware transformers for molecular predictions, and group-specific discriminant analysis revealing sex-specific brain lateralisation. This talk showcases the transformative potential of multimodal AI in transcending traditional disciplinary boundaries, offering versatile approaches to understanding and treating complex health conditions and biological systems.
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
Haiping Lu
Role: Professor
Organisation: University of Sheffield
Travel and Contact Information
Find event
4.63
Simon Building
Manchester
