FLAVIA GRIGNAFFINI

PhD Student

PhD program:: XXXVII
email: flavia.grignaffini@uniroma1.it, flavia.grignaffini@gmail.com
phone: +39-0644585366
building: San Pietro in Vincoli - RM032
room: 1° piano (floor) - room 101




advisor: Prof. Fabrizio Frezza

Research:

Research Topic: Artificial Intelligence (Machine Learning and Deep Learning)
Curriculum: Information and Communication Engineering

Ph.D. start date : November 2021
Ph.D. Advisory Board: prof. Raffaele Parisi, prof. Luca De Nardis, prof. Domenico Caputo


Research products

11573/1702857 - 2024 - Convolutional Neural Networks for Skin Lesion Image Classification
Grignaffini, F.; Barbuto, F.; Troiano, M.; Simeoni, P.; Mangini, F.; Piazzo, L.; Cantisani, C.; Frezza, F. - 04f Poster
conference: Workshop Sharescience 2024 (Roma)
book: Proc. Workshop Sharescience 2024 - ()

11573/1702854 - 2024 - Artificial Intelligence (AI) methods to support the diagnosis of hepatocellular carcinoma
Grignaffini, F.; Troiano, M.; Barbuto, F.; Paloni, G.; De Stefanis, C.; Simeoni, P.; Mangini, F.; Piazzo, L.; Alisi, A.; Frezza, F. - 04f Poster
conference: Workshop Sharescience 2024 (Roma)
book: Proc. Workshop ShareScience 2024 - ()

11573/1702615 - 2024 - The Use of Artificial Intelligence in the Liver Histopathology Field: A Systematic Review
Grignaffini, Flavia; Barbuto, Francesco; Troiano, Maurizio; Piazzo, Lorenzo; Simeoni, Patrizio; Mangini, Fabio; De Stefanis, Cristiano; Onetti Muda, Andrea; Frezza, Fabrizio; Alisi, Anna - 01a Articolo in rivista
paper: DIAGNOSTICS (Basel: MDPI) pp. 1-26 - issn: 2075-4418 - wos: (0) - scopus: (0)

11573/1697747 - 2023 - Anomaly Detection for Skin Lesion Images Using Convolutional Neural Network and Injection of Handcrafted Features: A Method That Bypasses the Preprocessing of Dermoscopic Images
Grignaffini, F.; Troiano, M.; Barbuto, F.; Simeoni, P.; Mangini, F.; D'andrea, G.; Piazzo, L.; Cantisani, C.; Musolff, N.; Ricciuti, C.; Frezza, F. - 01a Articolo in rivista
paper: ALGORITHMS (Molecular Diversity Preservation Int. (Basel, Switzerland)) pp. 1-24 - issn: 1999-4893 - wos: WOS:001093819700001 (2) - scopus: 2-s2.0-85175077824 (3)

11573/1697752 - 2023 - Skin Lesion Image Classification Using Convolutional Neural Network
Grignaffini, Flavia; Barbuto, Francesco; Troiano, Maurizio; Piazzo, Lorenzo; Mangini, Fabio; Cantisani, Carmen; Frezza, Fabrizio - 04f Poster
conference: Maker Faire 2023 (Fiera di Roma, Roma)
book: Atti della Maker Faire 2023 - ()

11573/1702850 - 2023 - Machine-Learning Assisted Detection of Cancerous Cell Nuclei Based on Confocal Imaging and Fluorescent Probes in Hepatocellular Carcinoma
Troiano, M.; De Stefanis, C.; Mangini, F.; Grignaffini, F.; Bianchi, M.; Francalanci, P.; Alaggio, R.; Frezza, F.; Alisi, A. - 04b Atto di convegno in volume
conference: Annual Meeting Alleanza Contro il Cancro (ACC) (Genova)
book: Proc. Annual Meeting Alleanza Contro il Cancro (ACC) - ()

11573/1697757 - 2023 - Machine Learning-Assisted Diagnosis of Hepatocellular Carcinoma
Troiano, Maurizio; Grignaffini, Flavia; Paloni, Giulia; Mangini, Fabio; Alisi, Anna; Frezza, Fabrizio - 04f Poster
conference: Maker Faire 2023 (Fiera di Roma, Roma)
book: Atti della Maker Faire 2023 - ()

11573/1682931 - 2022 - Melanoma detection by non-specialists: an untapped potential for triage?
Cantisani, C.; Ambrosio, L.; Cucchi, C.; Meznerics, F. A.; Kiss, N.; Bánvölgyi, A.; Rega, F.; Grignaffini, F.; Barbuto, F.; Frezza, F.; Pellacani, G. - 01a Articolo in rivista
paper: DIAGNOSTICS (Basel: MDPI) pp. 1-6 - issn: 2075-4418 - wos: WOS:000894848500001 (4) - scopus: 2-s2.0-85149837882 (5)

11573/1654334 - 2022 - Accurate classification of liver nuclei based on AI models for diagnostic support of hepatocellular carcinoma
Grignaffini, F.; Troiano, M.; Barbuto, F.; De Stefanis, C.; Simeoni, P.; Mangini, F.; Muzi, M.; Piazzo, L.; Frezza, F.; Alisi, A. - 04c Atto di convegno in rivista
paper: DIGESTIVE AND LIVER DISEASE (-Roma: Editrice Gastroenterologica Italiana; Milano: Elsevier -Roma: Editrice Gastroenterologica Italiana. -Ospedaletto Pisa: Pacini) pp. - - issn: 1590-8658 - wos: WOS:001038835500004 (0) - scopus: (0)
conference: MONOTHEMATIC CONFERENCE 2022 "Artificial Intelligence and liver diseases" (Roma)

11573/1683045 - 2022 - Accurate classification of liver nuclei based on AI models for diagnostic support of hepatocellular carcinoma
Grignaffini, F.; Troiano, M.; Barbuto, F.; De Stefanis, C.; Simeoni, P.; Mangini, F.; Muzi, M.; Piazzo, L.; Frezza, F.; Alisi, A. - 04f Poster
conference: AISF Monothematic Conference 2022: Artificial intelligence and liver deseases (Roma)
book: Proc. AISF Monothematic Conference 2022: Artificial intelligence and liver deseases - ()

11573/1670610 - 2022 - Machine Learning Approaches for Skin Cancer Classification from Dermoscopic Images: A Systematic Review
Grignaffini, Flavia; Barbuto, Francesco; Piazzo, Lorenzo; Troiano, Maurizio; Simeoni, Patrizio; Mangini, Fabio; Pellacani, Giovanni; Cantisani, Carmen; Frezza, Fabrizio - 01g Articolo di rassegna (Review)
paper: ALGORITHMS (Molecular Diversity Preservation Int. (Basel, Switzerland)) pp. 438- - issn: 1999-4893 - wos: WOS:000894336500001 (3) - scopus: 2-s2.0-85149143659 (0)

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