Early diagnosis of liver metastases from colorectal cancer through CT radiomics and formal methods: a pilot study

A Rocca, MC Brunese, A Santone, P Avella… - Journal of Clinical …, 2021 - mdpi.com
Background: Liver metastases are a leading cause of cancer-associated deaths in patients
affected by colorectal cancer (CRC). The multidisciplinary strategy to treat CRC is more …

Deep learning for heart disease detection through cardiac sounds

L Brunese, F Martinelli, F Mercaldo… - Procedia Computer …, 2020 - Elsevier
Most of death causes are related to cardiovascular disease. In fact, there are several
anomalies afflicting the heart beat, for instance heart murmur or artefact. We propose a …

A method for automatic penetration testing and mitigation: A red hat approach

E Filiol, F Mercaldo, A Santone - Procedia Computer Science, 2021 - Elsevier
Recently in the cybersecurity landscape, various figures have spread with different
peculiarities. For instance there are the Black Hat hackers, aimed to perpetrate damage on …

Heuristic search for equivalence checking

N De Francesco, G Lettieri, A Santone… - Software & Systems …, 2016 - Springer
Equivalence checking plays a crucial role in formal verification since it is a natural relation
for expressing the matching of a system implementation against its specification. In this …

Ant colony optimization for deadlock detection in concurrent systems

G Francesca, A Santone, G Vaglini… - 2011 IEEE 35th Annual …, 2011 - ieeexplore.ieee.org
Ensuring deadlock freedom is one of the most critical requirements in the design and
validation of concurrent systems. The biggest challenge toward the development of effective …

Clone detection through process algebras and java bytecode

A Santone - Proceedings of the 5th International Workshop on …, 2011 - dl.acm.org
In this paper we present a formal method-based approach in detecting source code clones
by means of analysing and comparing the Java Bytecode that is produced when the source …

High Grade Brain Cancer Segmentation by means of Deep Learning

M Di Giammarco, F Martinelli, F Mercaldo… - Procedia computer …, 2022 - Elsevier
Image segmentation is becoming a component of medical image processing with a
significant role to analyze gross anatomy, to locate an infirmity and to plan the surgical …

Incremental construction of systems: An efficient characterization of the lacking sub-system

A Santone, G Vaglini, ML Villani - Science of Computer Programming, 2013 - Elsevier
Software engineering research is driven by the aim of making software development more
dynamic, flexible and evolvable. Nowadays the emphasis is on the evolution of pre-existing …

Communication and resource deadlock analysis using IMDS formalism and model checking

WB Daszczuk - The computer journal, 2017 - academic.oup.com
Modern static deadlock detection techniques deal with the global properties of the verified
systems, using methods that explore the state space. Local features, like partial deadlocks or …

DELFIN+: An efficient deadlock detection tool for CCS processes

S Gradara, A Santone, ML Villani - Journal of Computer and System …, 2006 - Elsevier
Model checking is a formal technique for proving the correctness of a system with respect to
a desired behavior. However, deadlock detection via model checking is particularly difficult …