11 citations · 11 across the 6 of their papers we have counts for
3 papers · 1 filter
Multimodal Three-Class Alzheimer's Disease Classification: The MCI Bottleneck
Lorenzo Tanzi, Chunfeng Lian, Lara Cavinato
Alzheimer's disease is clinically staged as a three-class progression: cognitively normal (CN), mild cognitive impairment (MCI) and Alzheimer's disease (AD). The intermediate MCI c…
Trajectory-informed graph-based clustering for longitudinal cancer subtyping
Lara Cavinato, Marco Rocchi, Luca Viganò +1
Cancer subtyping plays a crucial role in informing prognosis and guiding personalized treatment strategies. However, conventional subtyping approaches often rely on static, biopsy-…
Penalized Likelihood Optimization for Adaptive Neighborhood Clustering in Time-to-Event Data with Group-Level Heterogeneity
Alessandra Ragni, Lara Cavinato, Francesca Ieva
The identification of patient subgroups with comparable event-risk dynamics plays a key role in supporting informed decision-making in clinical research. In such settings, it is im…