FEDERICA COLONNESE

PhD Student

PhD program:: XXXVIII
email: federica.colonnese@uniroma1.it
phone: 3271636424
building: San Pietro in Vincoli (DIET) – Palazzina B - RM032
room: 1° piano (floor) – n. 110




advisor: prof. Massimo Panella

Research: Deep Learning Models for Multifactor Analysis in Neuropsychiatric Disorders Detection

Curriculum: Information and Communication Engineering

Ph.D. start date : November 2022
Ph.D. Advisory Board: prof. Michele Scarpiniti, prof. Emanuele Piuzzi, prof. Micaela Liberti


Research products

11573/1693992 - 2024 - Bimodal Feature Analysis with Deep Learning for Autism Spectrum Disorder Detection
Colonnese, Federica; Di Luzio, Francesco; Rosato, Antonello; Panella, Massimo - 01a Articolo in rivista
paper: INTERNATIONAL JOURNAL OF NEURAL SYSTEMS (World Scientific Publishing Company:PO Box 128, Farrer Road, Singapore 912805 Singapore:011 65 6 4665775, EMAIL: journal@wspc.com.sg, INTERNET: http://www.wspc.com.sg, http://www.worldscinet.com, Fax: 011 65 6 4677667) pp. 1-16 - issn: 0129-0657 - wos: WOS:001116423300001 (0) - scopus: 2-s2.0-85179809139 (0)

11573/1691211 - 2023 - Fast convolutional analysis of task-based fMRI data for ADHD detection
Colonnese, F.; Di Luzio, F.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 17th International Work-Conference on Artificial Neural Networks, IWANN 2023 (Ponta Delgada; Portugal)
book: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (978-3-031-43077-0; 978-3-031-43078-7)

11573/1691212 - 2023 - A deep neural network for G-quadruplexes binding proteins classification
Di Luzio, F.; Paiardini, A.; Colonnese, F.; Rosato, A.; Panella, M. - 04b Atto di convegno in volume
conference: 17th International Work-Conference on Artificial Neural Networks, IWANN 2023 (Ponta Delgada; Portugal)
book: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) - (978-3-031-43084-8; 978-3-031-43085-5)

11573/1683484 - 2022 - Detection of Autism Spectrum Disorder by a Fast Deep Neural Network
Di Luzio, Francesco; Colonnese, Federica; Rosato, Antonello; Panella, Massimo - 04b Atto di convegno in volume
conference: International Conference on Applied Intelligence and Informatics - All 2022 (Reggio Calabria, Italy)
book: AII 2022: Applied Intelligence and Informatics - (978-3-031-24801-6; 978-3-031-24800-9)



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