3 papers
physics.med-ph2026
Cardiovascular Digital Twins from Physics Based to Data Driven Approaches
Emmanuel Lwele, Francis Chikweto
Cardiovascular digital twins aim to create patient-specific computational models that evolve with clinical data to support diagnosis, prognosis, and therapy optimisation. Mechanist…
q-fin.PM2025
Risk-Aware Deep Reinforcement Learning for Dynamic Portfolio Optimization
Emmanuel Lwele, Sabuni Emmanuel, Sitali Gabriel Sitali
This paper presents a deep reinforcement learning (DRL) framework for dynamic portfolio optimization under market uncertainty and risk. The proposed model integrates a Sharpe ratio…
physics.med-ph2025
Can audio recordings be used to detect leaks and coughs during mechanical insufflation exsufflation (MI-E) treatment?
Jonathan Brady, Vijay Chandiramani, Michelle Chatwin +4
This report relates to a study group hosted by the EPSRC funded network, Integrating data-driven BIOphysical models into REspiratory MEdicine (BIOREME), and supported by SofTMech a…