In this talk, I will present four different brain network models derived from magnetic resonance imaging and discuss applications where features derived from brain networks are used to train predictive models and characterise clinical populations
Speaker: Paola Galdi
In this talk, I will describe my plans for work in neurosymbolic AI for biomedical applications that demonstrate ways to utilize the unique abilities of its methods for common challenges surrounding biomedical data.
Sepaker: Lauren DeLong
I will talk about my work on formalising Algebraic QFT (AQFT) in Isabelle/HOL.
Speaker: Richard Schmoetten
In this talk I will highlight some of the progress I have made over the past year on my formal theory of resources and process compositions.
Speaker: Filip Smola
In this talk, I will present our current work on clustering and producing explainable predictive models for ICU patients via stochastic approaches.
Speaker: Jorge Gaete Villegas
In this talk I will give a high-level overview of my work on mechanising linear resources and process models. I will focus on what we can express and do with these models rather than how the mechanisation is set up.
Speaker: Filip Smola
In this talk, I will give an introduction to the current challenges in rehab, particularly the complexity in deciding the duration, intensity and type of treatment for frail and multimorbid patients.
Speaker: Konstantin Georgiev
In this short talk, I'll present my idea for a survey paper on using neurosymbolic methods for reasoning on graph structures.
Speaker: Lauren DeLong
Sensing and processing information about uncertain environments is important for survival in many types of collectives in the animal world as well as in human populations. In this talk, I will show how sensing enhancement from group sensing depends on different parameters, such as the rate of sensing, the rate of change of the environment, and the type of complex networks that defines the communication channels between individuals.
Speaker:Guillermo Moreno
We discuss our current work on XAI techniques to evaluate and better understand Persistent Critical Illness, a condition that is increasingly experienced by patients admitted to the ICU.
Speaker: Scott O’Donoghue