Mauricio Barahona

Challenges of clustering disease trajectories in people with multiple long-term conditions using data from 7.2 million patients

Abstract Background Generating clusters of people with similar patterns of Multiple Long-Term Conditions (MLTC) could help target healthcare services for specific patient groups. We aimed to generate data-driven clusters of patients based on their disease trajectories and assess...

Few-shot neuromorphic vision in a nonlinear photonic network laser

With the growing prevalence of artificial intelligence (AI), demand increases for hardware that mimics the brain’s ability to extract structure from limited data. In the retina, ganglion cells detect features from sparse inputs via lateral inhibition, where neurons antagonistical...