Profiling Humans Using Pattern Recognition Algorithms for Personalised Healthcare
We would like to cordially invite you to participate in our next POB1 seminar, the last one before the summer holidays. We will host Prof. Marcin Grzegorzek from the Institute of Medical Informatics; University of Lübeck, Germany. Prof. Grzegorzek is an expert in artificial intelligence & machine learning techniques in biomedicine. He conducts a number of studies on pattern recognition. His area of research interest is wearable computing and broadly understood problems in the field of digital health.
At the next POB1 seminar, which will take place on Wednesday, June 21, 2023, you will have the opportunity to listen to a lecture entitled "Profiling Humans Using Pattern Recognition Algorithms for Personalised Healthcare". We meet as usual at 16:00 CET (Warsaw) via the Zoom platform.
Marcin Grzegorzek will present sensor-based machine learning systems capable of not only recognising but also explaining the activities and states of the human body. The aim is to shift attention from recognition to understanding, from conscious physical activities to unconscious body and mind states, from external motor activities to internal biomedical processes. New explainable artificial intelligence approaches are helping to discover the relationship between the internal biomedical processes of the human body and the vast amount of heterogeneous data that can be collected from humans (visual data, sensor signals, phenotype, genotype, microbiome, medical history, family situation, daily routine, any kind of other contextual information). From an application perspective, Marcin's talk will focus on human activity monitoring and personalised nutrition.
