5 citations · 12 across the 6 of their papers we have counts for
6 papers
Expert-Guided POMDP Learning for Data-Efficient Modeling in Healthcare
Marco Locatelli, Arjen Hommersom, Roberto Clemens Cerioli +2
Learning the parameters of Partially Observable Markov Decision Processes (POMDPs) from limited data is a significant challenge. We introduce the Fuzzy MAP EM algorithm, a novel ap…
USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets
Leonardo Rundo, Changhee Han, Yudai Nagano +12
Prostate cancer is the most common malignant tumors in men but prostate Magnetic Resonance Imaging (MRI) analysis remains challenging. Besides whole prostate gland segmentation, th…
GenHap: A Novel Computational Method Based on Genetic Algorithms for Haplotype Assembly
Andrea Tangherloni, Simone Spolaor, Leonardo Rundo +6
The computational problem of inferring the full haplotype of a cell starting from read sequencing data is known as haplotype assembly, and consists in assigning all heterozygous Si…
GPU-powered Simulation Methodologies for Biological Systems
Daniela Besozzi, Giulio Caravagna, Paolo Cazzaniga +3
The study of biological systems witnessed a pervasive cross-fertilization between experimental investigation and computational methods. This gave rise to the development of new met…
An Analysis on the Influence of Network Topologies on Local and Global Dynamics of Metapopulation Systems
Daniela Besozzi, Paolo Cazzaniga, Dario Pescini +1
Metapopulations are models of ecological systems, describing the interactions and the behavior of populations that live in fragmented habitats. In this paper, we present a model of…
A study on the combined interplay between stochastic fluctuations and the number of flagella in bacterial chemotaxis
Daniela Besozzi, Paolo Cazzaniga, Matteo Dugo +2
The chemotactic pathway allows bacteria to respond and adapt to environmental changes, by tuning the tumbling and running motions that are due to clockwise and counterclockwise rot…