Radiomics & Federated Learning
Pian Qi, Diletta Chiaro, Antonella Guzzo, Michele Ianni, Giancarlo Fortino, Francesco Piccialli:
Model aggregation techniques in federated learning: A comprehensive survey. Future Gener. Comput. Syst. 150: 272-293 (2024)
Saidi Guo, Heye Zhang, Yifeng Gao, Hui Wang, Lei Xu, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino:
Survival prediction of heart failure patients using motion-based analysis method. Comput. Methods Programs Biomed. 236: 107547 (2023)
Saidi Guo, Xiujian Liu, Heye Zhang, Qixin Lin, Lei Xu, Changzheng Shi, Zhifan Gao, Antonella Guzzo, Giancarlo Fortino: Causal knowledge fusion for 3D cross-modality cardiac image segmentation. Inf. Fusion 99: 101864 (2023)
Antonella Guzzo, Giancarlo Fortino, Gianluigi Greco, Marcello Maggiolini:
Data and model aggregation for radiomics applications: Emerging trend and open challenges. Inf. Fusion 100: 101923 (2023)
Asaf Raza, Antonella Guzzo, Giancarlo Fortino: Federated Learning for Medical Images Analysis: A Meta Survey. DASC/PiCom/CBDCom/CyberSciTech 2023: 531-536
Eugenio Cesario, Carmela Comito, Ester Zumpano, A survey of the recent trends in deep learning for literature based discovery in the biomedical domain, Neurocomputing, 2023,127079, ISSN 0925-2312, https://doi.org/10.1016/j.neucom.2023.127079.
Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, and Ester Zumpano, “Federated Learning Applications for Breast Cancer” 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)https://www.computer.org/csdl/proceedings/bibm/2023/1TOaCOe17jO
Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, and Ester Zumpano, “Lung Cancer Detection via Federated Learning” 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)https://www.computer.org/csdl/proceedings/bibm/2023/1TOaCOe17jO
Luciano Caroprese, Tommaso Ruga, Eugenio Vocaturo, and Ester Zumpano, “Revealing Brain Tumor with Federated Learning” 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)https://www.computer.org/csdl/proceedings/bibm/2023/1TOaCOe17jO
Electronics & Electrical Engineering
I.Ahmed, E.Balestrieri, P.Daponte, F.Lamonaca, “A Method Based on Ellipse Fitting for Automatic Morphometric Parameter Measurements of Fish Blood Cells,” 2023 IEEE International Symposium on Medical Measurements and Applications (MeMeA), Jeju, Korea, Republic of, 2023, pp. 1-6, doi: 10.1109/MeMeA57477.2023.10171881.
F.Lamonaca, D.L.Carnì, “Synergizing Measurement Science and Artificial Intelligence in Smart Agriculture”, 2023 IEEE International Conference on BigData, – AI-driven Agriculture: Opportunities and Challenges (AIDA), Sorrento (Italy), December 16-18, 2023, pp. 1-7.
M. Ambrosanio, M. T. Bevacqua, J. LoVetri, V. Pascazio and T. Isernia, “In-vivo Electrical Properties Estimation of Biological Tissues by means of a multi-step Microwave Tomography Approach,” in IEEE Transactions on Medical Imaging, doi: 10.1109/TMI.2024.3354463.
S. Zumbo et al., “Unrolled Optimization via Physics-assisted Convolutional Neural Network for MR-based Electrical Properties Tomography: a Numerical Investigation,” in IEEE Open Journal of Engineering in Medicine and Biology, doi: 10.1109/OJEMB.2024.3402998.
F.Felicetti, S.Costanzo, D.L.Carnì, F.Lamonaca, “Image Quality in Radiomics for Enhanced Medical Diagnostics: a Metrology Overview with a Critical Approach”, proc. of XXIV IMEKO World Congress “Think Metrology”, August 26-29, 2024, Hamburg, Germany, pp.1-6.
Computer Science
G. Lax et al. “Enabling privacy-preserving analysis of medical records from heterogeneous data sources” in FCSIT 2024 https://www.ecfcsit.org/
Mario Alviano: Hashcash Tree, a Data Structure to Mitigate Denial-of-Service Attacks. Algorithms 16(10): 462 (2023)
Mario Alviano, Laura Giordano, Daniele Theseider Dupré: Preferential Temporal Description Logics with Typicality and Weighted Knowledge Bases. CILC 2023
Mario Alviano, Ly Ly T. Trieu, Tran Cao Son, Marcello Balduccini: Advancements in xASP, an XAI System for Answer Set Programming. CILC 2023
Mario Alviano, Davide Cirimele, Luis Angel Rodriguez Reiners: Introducing ASP recipes and ASP Chef. ICLP Workshops 2023
Mario Alviano, Ly Ly T. Trieu, Tran Cao Son, Marcello Balduccini: Explanations for Answer Set Programming. ICLP 2023: 27-40
Mario Alviano, Giovambattista Ianni, Francesco Pacenza, Jessica Zangari: Rethinking Answer Set Programming Templates. PADL 2024
Mario Alviano, Danilo Amendola, Luis Angel Rodriguez Reiners: Marketplace Logistics via Answer Set Programming. PADL 2024
Mario Alviano, Marco Botta, Roberto Esposito, Laura Giordano, Daniele Theseider Dupré: Many-valued Temporal Weighted Knowledge Bases with Typicality for Explainability. CILC 2024
Mario Alviano, Carmine Dodaro, Ilaria R. Vasile: Structured Declarative Language. CILC 2024
Mario Alviano, Lorenzo Grillo: Answer Set Programming and Large Language Models interaction with YAML: Preliminary Report. CILC 2024
Mario Alviano, Laura Giordano, Daniele Theseider Dupré: Weighted knowledge bases with typicality and defeasible reasoning in a gradual argumentation semantics. Intelligenza Artificiale
Mario Alviano, Susana Hahn, Orkunt Sabuncu and Hannes Weichelt: Answer Set Explanations via Preferred Unit-Provable Unsatisfiable Subsets. LPNMR 2024
Mario Alviano and Luis Angel Rodriguez Reiners: Integrating MiniZinc with ASP Chef: Browser-Based Constraint Programming for Education and Prototyping. LPNMR 2024
Mario Alviano, Paola Guarasci, Luis Angel Rodriguez Reiners and Ilaria R. Vasile: Integrating Structured Declarative Language (SDL) into ASP Chef. LPNMR 2024
Medical science
Marianna Talia, Francesca Cirillo, Domenica Scordamaglia, Marika Di Dio, Azzurra Zicarelli, Salvatore De Rosis, Anna Maria Miglietta, Carlo Capalbo, Ernestina Marianna De Francesco, Antonino Belfiore, Fedora Grande, Bruno Rizzuti, Maria Antonietta Occhiuzzi, Giancarlo Fortino, Antonella Guzzo, Gianluigi Greco, Marcello Maggiolini, Rosamaria Lappano: The G Protein Estrogen Receptor (GPER) is involved in the resistance to the CDK4/6 inhibitor palbociclib in breast cancer. J Exp Clin Cancer Res. 43(1):171 (2024).
Marianna Talia, Eugenio Cesario, Francesca Cirillo, Domenica Scordamaglia, Marika Di Dio, Azzurra Zicarelli, Adelina Assunta Mondino, Maria Antonietta Occhiuzzi, Ernestina Marianna De Francesco, Antonino Belfiore, Anna Maria Miglietta, Michele Di Dio, Carlo Capalbo, Marcello Maggiolini, Rosamaria Lappano: Cancer-associated fibroblasts (CAFs) gene signatures predict outcomes in breast and prostate tumor patients. J Transl Med. 22(1):597 (2024).
Marianna Talia, Eugenio Cesario, Francesca Cirillo, Domenica Scordamaglia, Marika Di Dio1, Azzurra Zicarelli, Adelina Assunta Mondino, Maria Antonietta Occhiuzzi, Ernestina Marianna De Francesco, Antonino Belfiore, Anna Maria Miglietta, Michele Di Dio, Carlo Capalbo, Marcello Maggiolini and Rosamaria Lappano: Harnessing sample preparation for RNA-sequencing toward a reliable bioinformatics analysis. Journal of Translational Medicine (2024) 22:846. https://doi.org/10.1186/s12967-024-05585-x