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Stefano Silvestri
Stefano Silvestri
Researcher, National Research Council of Italy (CNR) - Institute for High Performance Computing
Correu electrònic verificat a icar.cnr.it
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Deep neural network for hierarchical extreme multi-label text classification
F Gargiulo, S Silvestri, M Ciampi, G De Pietro
Applied Soft Computing 79, 125-138, 2019
1352019
Unsupervised entity and relation extraction from clinical records in Italian
A Alicante, A Corazza, F Isgrò, S Silvestri
Computers in biology and medicine 72, 263-275, 2016
682016
Deep Convolution Neural Network for Extreme Multi-label Text Classification.
F Gargiulo, S Silvestri, M Ciampi
HEALTHINF, 641-650, 2018
432018
BERT syntactic transfer: A computational experiment on Italian, French and English languages
R Guarasci, S Silvestri, G De Pietro, H Fujita, M Esposito
Computer Speech & Language 71, 101261, 2022
342022
A Big Data Architecture for the Extraction and Analysis of EHR Data
S Silvestri, A Esposito, F Gargiulo, M Sicuranza, M Ciampi, G De Pietro
2019 IEEE World Congress on Services (SERVICES) 2642, 283-288, 2019
302019
A Machine Learning Approach for the NLP-Based Analysis of Cyber Threats and Vulnerabilities of the Healthcare Ecosystem
S Silvestri, S Islam, S Papastergiou, C Tzagkarakis, M Ciampi
Sensors 23 (2), 651, 2023
222023
Assessing BERT’s ability to learn Italian syntax: a study on null-subject and agreement phenomena
R Guarasci, S Silvestri, G De Pietro, H Fujita, M Esposito
Journal of Ambient Intelligence and Humanized Computing, 1-15, 2021
222021
Exploit Multilingual Language Model at Scale for ICD-10 Clinical Text Classification
S Silvestri, F Gargiulo, M Ciampi, G De Pietro
2020 IEEE Symposium on Computers and Communications (ISCC), 1-7, 2020
212020
A clustering based methodology to support the translation of medical specifications to software models
F Gargiulo, S Silvestri, M Ciampi
Applied Soft Computing 71, 199-212, 2018
182018
A Big Data architecture for knowledge discovery in PubMed articles
F Gargiulo, S Silvestri, M Ciampi
2017 IEEE Symposium on Computers and Communications (ISCC), 82-87, 2017
182017
A Deep Learning Approach for Scientific Paper Semantic Ranking
F Gargiulo, S Silvestri, M Fontanella, M Ciampi, G De Pietro
International Conference on Intelligent Interactive Multimedia Systems and …, 2017
182017
Semantic cluster labeling for medical relations
A Alicante, A Corazza, F Isgrò, S Silvestri
International Conference on Innovation in Medicine and Healthcare, 183-193, 2016
172016
An intelligent environment for preventing medication errors in home treatment
M Ciampi, A Coronato, M Naeem, S Silvestri
Expert Systems with Applications 193, 116434, 2022
162022
Iterative Annotation of Biomedical NER Corpora with Deep Neural Networks and Knowledge Bases
S Silvestri, F Gargiulo, M Ciampi
Applied Sciences 12 (12), 5775, 2022
162022
Improving Biomedical Information Extraction with Word Embeddings Trained on Closed-Domain Corpora
S Silvestri, F Gargiulo, M Ciampi
2019 IEEE Symposium on Computers and Communications (ISCC), 1129-1134, 2019
162019
A distributed architecture to integrate ontological knowledge into information extraction
A Alicante, M Benerecetti, A Corazza, S Silvestri
International Journal of Grid and Utility Computing 7 (4), 245-256, 2016
152016
Unsupervised information extraction from Italian clinical records
A Alicante, A Corazza, F Isgrò, S Silvestri
Innovation in Medicine and Healthcare 2014, 340-349, 2014
132014
Query Expansion Based on WordNet and Word2vec for Italian Question Answering Systems
E Damiano, A Minutolo, S Silvestri, M Esposito
International Conference on P2P, Parallel, Grid, Cloud and Internet …, 2017
102017
A Privacy-Preserving and Standard-Based Architecture for Secondary Use of Clinical Data
M Ciampi, M Sicuranza, S Silvestri
Information 13 (2), 87, 2022
72022
Some lessons learned using health data literature for smart information retrieval
M Ciampi, G De Pietro, E Masciari, S Silvestri
Proceedings of the 35th Annual ACM Symposium on Applied Computing, 931-934, 2020
52020
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
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