Early prediction of neoadjuvant chemotherapy response by exploiting a transfer learning approach on breast DCE-MRIs
Comes, Maria Colomba, Fanizzi, Annarita, Bove, Samantha, Didonna, Vittorio, Diotaiuti, Sergio, La Forgia, Daniele, Latorre, Agnese, Martinelli, Eugenio, Mencattini, Arianna, Nardone, Annalisa, Paradiso, Angelo Virgilio, Ressa, Cosmo Maurizio, Tamborra, Pasquale, Lorusso, Vito, Massafra, Raffaella
Published in Scientific reports (08.07.2021)
Published in Scientific reports (08.07.2021)
Get full text
Journal Article
A ultrasound-based radiomic approach to predict the nodal status in clinically negative breast cancer patients
Bove, Samantha, Comes, Maria Colomba, Lorusso, Vito, Cristofaro, Cristian, Didonna, Vittorio, Gatta, Gianluca, Giotta, Francesco, La Forgia, Daniele, Latorre, Agnese, Pastena, Maria Irene, Petruzzellis, Nicole, Pomarico, Domenico, Rinaldi, Lucia, Tamborra, Pasquale, Zito, Alfredo, Fanizzi, Annarita, Massafra, Raffaella
Published in Scientific reports (12.05.2022)
Published in Scientific reports (12.05.2022)
Get full text
Journal Article
A machine learning ensemble approach for 5- and 10-year breast cancer invasive disease event classification
Massafra, Raffaella, Comes, Maria Colomba, Bove, Samantha, Didonna, Vittorio, Diotaiuti, Sergio, Giotta, Francesco, Latorre, Agnese, La Forgia, Daniele, Nardone, Annalisa, Pomarico, Domenico, Ressa, Cosmo Maurizio, Rizzo, Alessandro, Tamborra, Pasquale, Zito, Alfredo, Lorusso, Vito, Fanizzi, Annarita
Published in PloS one (19.09.2022)
Published in PloS one (19.09.2022)
Get full text
Journal Article
A machine learning approach on multiscale texture analysis for breast microcalcification diagnosis
Fanizzi, Annarita, Basile, Teresa M A, Losurdo, Liliana, Bellotti, Roberto, Bottigli, Ubaldo, Dentamaro, Rosalba, Didonna, Vittorio, Fausto, Alfonso, Massafra, Raffaella, Moschetta, Marco, Popescu, Ondina, Tamborra, Pasquale, Tangaro, Sabina, La Forgia, Daniele
Published in BMC bioinformatics (11.03.2020)
Published in BMC bioinformatics (11.03.2020)
Get full text
Journal Article
A deep learning model based on whole slide images to predict disease-free survival in cutaneous melanoma patients
Comes, Maria Colomba, Fucci, Livia, Mele, Fabio, Bove, Samantha, Cristofaro, Cristian, De Risi, Ivana, Fanizzi, Annarita, Milella, Martina, Strippoli, Sabino, Zito, Alfredo, Guida, Michele, Massafra, Raffaella
Published in Scientific reports (27.11.2022)
Published in Scientific reports (27.11.2022)
Get full text
Journal Article
A CT-based transfer learning approach to predict NSCLC recurrence: The added-value of peritumoral region
Bove, Samantha, Fanizzi, Annarita, Fadda, Federico, Comes, Maria Colomba, Catino, Annamaria, Cirillo, Angelo, Cristofaro, Cristian, Montrone, Michele, Nardone, Annalisa, Pizzutilo, Pamela, Tufaro, Antonio, Galetta, Domenico, Massafra, Raffaella
Published in PloS one (02.05.2023)
Published in PloS one (02.05.2023)
Get full text
Journal Article
Immune-Based Combinations versus Sorafenib as First-Line Treatment for Advanced Hepatocellular Carcinoma: A Meta-Analysis
Rizzo, Alessandro, Ricci, Angela Dalia, Fanizzi, Annarita, Massafra, Raffaella, De Luca, Raffaele, Brandi, Giovanni
Published in Current oncology (Toronto) (05.01.2023)
Published in Current oncology (Toronto) (05.01.2023)
Get full text
Journal Article
Comparison between vision transformers and convolutional neural networks to predict non-small lung cancer recurrence
Fanizzi, Annarita, Fadda, Federico, Comes, Maria Colomba, Bove, Samantha, Catino, Annamaria, Di Benedetto, Erika, Milella, Angelo, Montrone, Michele, Nardone, Annalisa, Soranno, Clara, Rizzo, Alessandro, Guven, Deniz Can, Galetta, Domenico, Massafra, Raffaella
Published in Scientific reports (23.11.2023)
Published in Scientific reports (23.11.2023)
Get full text
Journal Article
Explainable prediction model for the human papillomavirus status in patients with oropharyngeal squamous cell carcinoma using CNN on CT images
Fanizzi, Annarita, Comes, Maria Colomba, Bove, Samantha, Cavalera, Elisa, de Franco, Paola, Di Rito, Alessia, Errico, Angelo, Lioce, Marco, Pati, Francesca, Portaluri, Maurizio, Saponaro, Concetta, Scognamillo, Giovanni, Troiano, Ippolito, Troiano, Michele, Zito, Francesco Alfredo, Massafra, Raffaella
Published in Scientific reports (20.06.2024)
Published in Scientific reports (20.06.2024)
Get full text
Journal Article
Deep Learning and Multiplex Networks for Accurate Modeling of Brain Age
Amoroso, Nicola, La Rocca, Marianna, Bellantuono, Loredana, Diacono, Domenico, Fanizzi, Annarita, Lella, Eufemia, Lombardi, Angela, Maggipinto, Tommaso, Monaco, Alfonso, Tangaro, Sabina, Bellotti, Roberto
Published in Frontiers in aging neuroscience (22.05.2019)
Published in Frontiers in aging neuroscience (22.05.2019)
Get full text
Journal Article
Radiomic Analysis in Contrast-Enhanced Spectral Mammography for Predicting Breast Cancer Histological Outcome
La Forgia, Daniele, Fanizzi, Annarita, Campobasso, Francesco, Bellotti, Roberto, Didonna, Vittorio, Lorusso, Vito, Moschetta, Marco, Massafra, Raffaella, Tamborra, Pasquale, Tangaro, Sabina, Telegrafo, Michele, Pastena, Maria Irene, Zito, Alfredo
Published in Diagnostics (Basel) (17.09.2020)
Published in Diagnostics (Basel) (17.09.2020)
Get full text
Journal Article
Machine learning survival models trained on clinical data to identify high risk patients with hormone responsive HER2 negative breast cancer
Fanizzi, Annarita, Pomarico, Domenico, Rizzo, Alessandro, Bove, Samantha, Comes, Maria Colomba, Didonna, Vittorio, Giotta, Francesco, La Forgia, Daniele, Latorre, Agnese, Pastena, Maria Irene, Petruzzellis, Nicole, Rinaldi, Lucia, Tamborra, Pasquale, Zito, Alfredo, Lorusso, Vito, Massafra, Raffaella
Published in Scientific reports (26.05.2023)
Published in Scientific reports (26.05.2023)
Get full text
Journal Article
A machine learning ensemble approach for 5- and 10-year breast cancer invasive disease event classification
Raffaella Massafra, Maria Colomba Comes, Samantha Bove, Vittorio Didonna, Sergio Diotaiuti, Francesco Giotta, Agnese Latorre, Daniele La Forgia, Annalisa Nardone, Domenico Pomarico, Cosmo Maurizio Ressa, Alessandro Rizzo, Pasquale Tamborra, Alfredo Zito, Vito Lorusso, Annarita Fanizzi
Published in PloS one (19.09.2022)
Published in PloS one (19.09.2022)
Get full text
Journal Article
Transfer learning approach in pre-treatment CT images to predict therapeutic response in advanced malignant pleural mesothelioma
Fanizzi, Annarita, Catino, Annamaria, Bove, Samantha, Comes, Maria Colomba, Montrone, Michele, Sicolo, Angela, Signorile, Rahel, Perrotti, Pia, Pizzutilo, Pamela, Galetta, Domenico, Massafra, Raffaella
Published in Frontiers in oncology (16.09.2024)
Published in Frontiers in oncology (16.09.2024)
Get full text
Journal Article
Radiomic Feature Reduction Approach to Predict Breast Cancer by Contrast-Enhanced Spectral Mammography Images
Massafra, Raffaella, Bove, Samantha, Lorusso, Vito, Biafora, Albino, Comes, Maria Colomba, Didonna, Vittorio, Diotaiuti, Sergio, Fanizzi, Annarita, Nardone, Annalisa, Nolasco, Angelo, Ressa, Cosmo Maurizio, Tamborra, Pasquale, Terenzio, Antonella, La Forgia, Daniele
Published in Diagnostics (Basel) (10.04.2021)
Published in Diagnostics (Basel) (10.04.2021)
Get full text
Journal Article
Cemiplimab in an Elderly Frail Population of Patients With Locally Advanced or Metastatic Cutaneous Squamous Cell Carcinoma: A Single-Center Real-Life Experience From Italy
Strippoli, Sabino, Fanizzi, Annarita, Quaresmini, Davide, Nardone, Annalisa, Armenio, Andrea, Figliuolo, Francesco, Filotico, Raffaele, Fucci, Livia, Mele, Fabio, Traversa, Michele, De Luca, Federica, Montagna, Elisabetta Sara, Ruggieri, Eustachio, Ferraiuolo, Simona, Macina, Francesco, Tommasi, Stefania, Sciacovelli, Angela Monica, De Risi, Ivana, Albano, Anna, Massafra, Raffaella, Guida, Michele
Published in Frontiers in oncology (08.11.2021)
Published in Frontiers in oncology (08.11.2021)
Get full text
Journal Article
Assessing the cost-effectiveness of waiting list reduction strategies for a breast radiology department: a real-life case study
Fanizzi, Annarita, Graps, Elisabetta, Bavaro, Domenica Antonia, Farella, Marco, Bove, Samantha, Campobasso, Francesco, Comes, Maria Colomba, Cristofaro, Cristian, Forgia, Daniele La, Milella, Martina, Iacovelli, Serena, Villani, Rossella, Signorile, Rahel, De Bartolo, Alessio, Lorusso, Vito, Massafra, Raffaella
Published in BMC health services research (23.05.2023)
Published in BMC health services research (23.05.2023)
Get full text
Journal Article
A Clinical Decision Support System for Predicting Invasive Breast Cancer Recurrence: Preliminary Results
Massafra, Raffaella, Latorre, Agnese, Fanizzi, Annarita, Bellotti, Roberto, Didonna, Vittorio, Giotta, Francesco, La Forgia, Daniele, Nardone, Annalisa, Pastena, Maria, Ressa, Cosmo Maurizio, Rinaldi, Lucia, Russo, Anna Orsola Maria, Tamborra, Pasquale, Tangaro, Sabina, Zito, Alfredo, Lorusso, Vito
Published in Frontiers in oncology (11.03.2021)
Published in Frontiers in oncology (11.03.2021)
Get full text
Journal Article
An explainable machine learning ensemble model to predict the risk of ovarian cancer in BRCA-mutated patients undergoing risk-reducing salpingo-oophorectomy
Comes, Maria Colomba, Arezzo, Francesca, Cormio, Gennaro, Bove, Samantha, Calabrese, Angela, Fanizzi, Annarita, Kardhashi, Anila, La Forgia, Daniele, Legge, Francesco, Romagno, Isabella, Loizzi, Vera, Massafra, Raffaella
Published in Frontiers in oncology (13.07.2023)
Published in Frontiers in oncology (13.07.2023)
Get full text
Journal Article
A Roadmap towards Breast Cancer Therapies Supported by Explainable Artificial Intelligence
Amoroso, Nicola, Pomarico, Domenico, Fanizzi, Annarita, Didonna, Vittorio, Giotta, Francesco, La Forgia, Daniele, Latorre, Agnese, Monaco, Alfonso, Pantaleo, Ester, Petruzzellis, Nicole, Tamborra, Pasquale, Zito, Alfredo, Lorusso, Vito, Bellotti, Roberto, Massafra, Raffaella
Published in Applied sciences (01.06.2021)
Published in Applied sciences (01.06.2021)
Get full text
Journal Article