Active Informed Consent to Boost the Application of Machine Learning in Medicine

Authors: Gerardi, Marco, Barud, Katarzyna, Wagner, Marie-Catherine, Forgo, Nikolaus, Fallucchi, Francesca, Scarpato, Noemi, Guadagni, Fiorella, Zanzotto, Fabio Massimo

Subject Terms: Computer Science - Computers and Society, Computer Science - Artificial Intelligence, Computer Science - Machine Learning, J.3

Access URL: http://arxiv.org/abs/2210.08987

Drug recommendation ranking for personalized medicine using outcomes of retrospective cancer patients

Authors: Scarpato, Noemi, Riondino, Silvia, Nourbakhsh, Aria, Roselli, Mario, Ferroni, Patrizia, Guadagni, Fiorella, Zanzotto, Fabio Massimo

Source: In Expert Systems With Applications 5 December 2024 256

When will the mist clear? On the Interpretability of Machine Learning for Medical Applications: a survey

Authors: Banegas-Luna, Antonio-Jesús, Peña-García, Jorge, Iftene, Adrian, Guadagni, Fiorella, Ferroni, Patrizia, Scarpato, Noemi, Zanzotto, Fabio Massimo, Bueno-Crespo, Andrés, Pérez-Sánchez, Horacio

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Machine Learning, Quantitative Biology - Quantitative Methods

Access URL: http://arxiv.org/abs/2010.00353

Plasma Cystatin C Correlates with Plasma NfL Levels and Predicts Disease Progression in Parkinson's Disease

Authors: Imarisio, Alberto, Pilotto, Andrea, Garrafa, Emirena, Conforti, Francesca, Masciocchi, Stefano, Turrone, Rosanna, Gipponi, Stefano, Cottini, Elisabetta, Rizzetti, Maria Cristina, Porrini, Vanessa, Gussago, Cristina, Pizzi, Marina, Guadagni, Fiorella, Zetterberg, Henrik, Ashton, Nicholas J., Hye, Abdul, Padovani, Alessandro

Source: Neurodegenerative diseases. 21(5/6):109-116

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100157198273.0x000001&indx=1&recIds=ETOCvdc_100157198273.0x000001

The challenge of the Molecular Tumor Board empowerment in clinical oncology practice: A Position Paper on behalf of the AIOM- SIAPEC/IAP-SIBioC-SIC-SIF-SIGU-SIRM Italian Scientific Societies

Authors: Russo, Antonio ^*, Incorvaia, Lorena, Capoluongo, Ettore, Tagliaferri, Pierosandro, Galvano, Antonio, Del Re, Marzia, Malapelle, Umberto, Chiari, Rita, Conte, Pierfranco, Danesi, Romano, Fassan, Matteo, Ferrara, Roberto, Genuardi, Maurizio, Ghiorzo, Paola, Gori, Stefania, Guadagni, Fiorella, Marchetti, Antonio, Marchetti, Paolo, Midiri, Massimo, Normanno, Nicola, Passiglia, Francesco, Pinto, Carmine, Silvestris, Nicola, Tallini, Giovanni, Vatrano, Simona, Vincenzi, Bruno, Cinieri, Saverio, Beretta, Giordano

Source: In Critical Reviews in Oncology / Hematology January 2022 169

Irinotecan or Oxaliplatin: Which is the First Move for the Mate?

Authors: Morelli, Cristina, Formica, Vincenzo, Riondino, Silvia, Russo, Antonio, Ferroni, Patrizia, Guadagni, Fiorella, Roselli, Mario

Source: Current medicinal chemistry. 28(16):3158-3172

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100123193787.0x000001&indx=1&recIds=ETOCvdc_100123193787.0x000001

Biocompatible Poly(ε-Caprolactone) Nanocapsules Enhance the Bioavailability, Antibacterial, and Immunomodulatory Activities of Curcumin.

Authors: D'Angeli, Floriana, Granata, Giuseppe, Romano, Ivana Roberta, Distefano, Alfio, Lo Furno, Debora, Spila, Antonella, Leo, Mariantonietta, Miele, Chiara, Ramadan, Dania, Ferroni, Patrizia, Li Volti, Giovanni, Accardo, Paolo, Geraci, Corrada, Guadagni, Fiorella, Genovese, Carlo

Source: International Journal of Molecular Sciences; Oct2024, Vol. 25 Issue 19, p10692, 31p

Subject Terms: THERAPEUTICS, TURMERIC, POLYMERASE chain reaction, NANOCAPSULES, ZETA potential

Machine learning approach to predict medication overuse in migraine patients

Authors: Ferroni, Patrizia, Zanzotto, Fabio M., Scarpato, Noemi, Spila, Antonella, Fofi, Luisa, Egeo, Gabriella, Rullo, Alessandro, Palmirotta, Raffaele, Barbanti, Piero, Guadagni, Fiorella

Source: In Computational and Structural Biotechnology Journal 2020 18:1487-1496

Denosumab for bone health in prostate and breast cancer patients receiving endocrine therapy? A systematic review and a meta-analysis of randomized trials

Authors: Galvano, Antonio, Scaturro, Dalila, Badalamenti, Giuseppe, Incorvaia, Lorena, Rizzo, Sergio, Castellana, Luisa, Cusenza, Stefania, Cutaia, Sofia, Santini, Daniele, Guadagni, Fiorella, Roselli, Mario, Gori, Stefania, Latteri, Mario Adelfio, Bazan, Viviana, Giulia, Letizia Mauro, Russo, Antonio

Source: In Journal of Bone Oncology October 2019 18

How do skeletal morbidity rate and special toxicities affect 12-week versus 4-week schedule zoledronic acid efficacy? A systematic review and a meta-analysis of randomized trials

Authors: Santini, Daniele, Galvano, Antonio, Pantano, Francesco, Incorvaia, Lorena, Rizzo, Sergio, Vincenzi, Bruno, Castellana, Luisa, Giuliana, Giovanna, Guadagni, Fiorella, Toia, Francesca, Tonini, Giuseppe, Russo, Antonio, Badalamenti, Giuseppe, Bazan, Viviana

Source: In Critical Reviews in Oncology / Hematology October 2019 142:68-75

Oral Health and Nutraceutical Agents.

Authors: Leo, Mariantonietta, D'Angeli, Floriana, Genovese, Carlo, Spila, Antonella, Miele, Chiara, Ramadan, Dania, Ferroni, Patrizia, Guadagni, Fiorella

Source: International Journal of Molecular Sciences; Sep2024, Vol. 25 Issue 17, p9733, 28p

Subject Terms: TREATMENT effectiveness, PLANT extracts, ORAL diseases, QUALITY of life, ANTI-infective agents, ORAL hygiene, ORAL health

Evaluating Explainable Machine Learning Models for Clinicians.

Authors: Scarpato, Noemi, Nourbakhsh, Aria, Ferroni, Patrizia, Riondino, Silvia, Roselli, Mario, Fallucchi, Francesca, Barbanti, Piero, Guadagni, Fiorella, Zanzotto, Fabio Massimo

Source: Cognitive Computation; Jul2024, Vol. 16 Issue 4, p1436-1446, 11p

Shorter telomere length in schizophrenia: Evidence from a real-world population and meta-analysis of most recent literature

Authors: Russo, Patrizia, Prinzi, Giulia, Proietti, Stefania, Lamonaca, Palma, Frustaci, Alessandra, Boccia, Stefania, Amore, Rosarita, Lorenzi, Maria, Onder, Graziano, Marzetti, Emanuele, Valdiglesias, Vanessa, Guadagni, Fiorella, Valente, Maria Giovanna, Cascio, Gerland Lo, Fraietta, Sara, Ducci, Giuseppe, Bonassi, Stefano

Source: In Schizophrenia Research December 2018 202:37-45

RISK: A Random Optimization Interactive System Based on Kernel Learning for Predicting Breast Cancer Disease Progression
Bioinformatics and biomedical engineering (International work-conference)

Authors: Guadagni, Fiorella, Zanzotto, Fabio Massimo, Scarpato, Noemi, Rullo, Alessandro, Riondino, Silvia, Ferroni, Patrizia, Roselli, Mario

Source: Lecture notes in computer science. 10208:189-196

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN602292540&indx=1&recIds=ETOCCN602292540

Dopamine-beta-hydroxylase 19-bp insertion/deletion polymorphism affects medication overuse in patients with chronic migraine

Authors: Barbanti, Piero, Guadagni, Fiorella, De Marchis, Maria Laura, Ialongo, Cristiano, Egeo, Gabriella, Fofi, Luisa, Aurilia, Cinzia, Lovero, Domenica, Della-Morte, David, Ferroni, Patrizia, Palmirotta, Raffaele

Source: Neurological sciences. 40(8):1717-1724

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100126301445.0x000001&indx=1&recIds=ETOCvdc_100126301445.0x000001

Circulating Biomarkers in Migraine: New Opportunities for Precision Medicine

Authors: Ferroni, Patrizia, Barbanti, Piero, Spila, Antonella, Fratangeli, Federica, Aurilia, Cinzia, Fofi, Luisa, Egeo, Gabriella, Guadagni, Fiorella

Source: Current medicinal chemistry. 26(34):6191-6206

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100100008316.0x000001&indx=1&recIds=ETOCvdc_100100008316.0x000001

Genetic bases of the nutritional approach to migraine

Authors: De Marchis, Maria Laura, Guadagni, Fiorella, Silvestris, Erica, Lovero, Domenica, Della-Morte, David, Ferroni, Patrizia, Barbanti, Piero, Palmirotta, Raffaele

Source: Critical reviews in food science and nutrition. 59(14):2308-2320

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100085976472.0x000001&indx=1&recIds=ETOCvdc_100085976472.0x000001

People-Centric Internet of Things—Challenges, Approach, and Enabling Technologies
Intelligent and distributed computing (International symposium)

Authors: Boavida, Fernando, Kliem, Andreas, Renner, Thomas, Riekki, Jukka, Jouvray, Christophe, Jacovi, Michal, Ivanov, Stepan, Guadagni, Fiorella, Gil, Paulo, Triviño, Alicia

Source: Studies in computational intelligence. 616:463-474

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN600885685&indx=1&recIds=ETOCCN600885685

Assembloid learning: opportunities and challenges for personalized approaches to brain functioning in health and disease.

Authors: Mencattini, Arianna, Daprati, Elena, Della-Morte, David, Guadagni, Fiorella, Sangiuolo, Federica, Martinelli, Eugenio

Source: Frontiers in Artificial Intelligence; 2024, p1-6, 6p

Expression and Targeting of Tumor Markers in Gelfoam® Histoculture: Potential Individualized Assays for Immuno-Oncology

Authors: Hoffman, Robert M., Guadagni, Fiorella

Source: Methods in molecular biology. 1760:29-38

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCRN615388085&indx=1&recIds=ETOCRN615388085