In healthcare applications, the multimedia methodology is applied to multimodal signals and
visual data. This article focuses on the detection of risk situations of frail people from lifelog …

The paper proposes a video transformer architecture for detection of risk events on frail
adults with ego video monitoring data. First we introduce an extended taxonomy for risk …

An individual's health trajectory is most influenced by personal lifestyle choices made
regularly and frequently. It is now possible to measure, store, and analyze both multimodal …

It is well understood that an individual's health trajectory is influenced by choices made in
each moment, such as from lifestyle or medical decisions. With the advent of modern …

Life's most valuable asset is health. Continuously understanding the state of our health and
modeling how it evolves is essential if we wish to improve it. Given the opportunity that …

The paper is focused on the development of hybrid transformer architectures for the
detection of risk events on multimodal data recorded on a person with visual and signal …

Les prévisions actuelles montrent que la population mondiale vieillit. Cette population âgée
est sujette à la fragilité avec des risques accrus dans leur quotidien. Ainsi, vieillir dans les …