PANTALEO, ESTER
PANTALEO, ESTER
DIPARTIMENTO INTERATENEO DI FISICA
A Dementia mortality rates dataset in Italy (2012–2019)
2023-01-01 Fania, Alessandro; Monaco, Alfonso; Amoroso, Nicola; Bellantuono, Loredana; Cazzolla Gatti, Roberto; Firza, Najada; Lacalamita, Antonio; Pantaleo, Ester; Tangaro, Sabina; Velichevskaya, Alena; Bellotti, Roberto
A Machine Learning Approach to Parkinson's Disease Blood Transcriptomics
2022-01-01 Pantaleo, Ester; Monaco, Alfonso; Amoroso, Nicola; Lombardi, Angela; Bellantuono, Loredana; Urso, Daniele; Lo Giudice, Claudio; Picardi, Ernesto; Tafuri, Benedetta; Nigro, Salvatore; Pesole, Graziano; Tangaro, Sabina; Logroscino, Giancarlo; Bellotti, Roberto
A primer on machine learning techniques for genomic applications
2021-01-01 Monaco, A.; Pantaleo, E.; Amoroso, N.; Lacalamita, A.; Lo Giudice, C.; Fonzino, A.; Fosso, B.; Picardi, E.; Tangaro, S.; Pesole, G.; Bellotti, R.
A roadmap towards breast cancer therapies supported by explainable artificial intelligence
2021-01-01 Amoroso, N.; Pomarico, D.; Fanizzi, A.; Didonna, V.; Giotta, F.; La Forgia, D.; Latorre, A.; Monaco, A.; Pantaleo, E.; Petruzzellis, N.; Tamborra, P.; Zito, A.; Lorusso, V.; Bellotti, R.; Massafra, R.
A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease
2022-01-01 Lombardi, Angela; Diacono, Domenico; Amoroso, Nicola; Biecek, Przemysław; Monaco, Alfonso; Bellantuono, Loredana; Pantaleo, Ester; Logroscino, Giancarlo; De Blasi, Roberto; Tangaro, Sabina; Bellotti, Roberto
An eXplainable Artificial Intelligence analysis of Raman spectra for thyroid cancer diagnosis
2023-01-01 Bellantuono, Loredana; Tommasi, Raffaele; Pantaleo, Ester; Verri, Martina; Amoroso, Nicola; Crucitti, Pierfilippo; Di Gioacchino, Michael; Longo, Filippo; Monaco, Alfonso; Naciu, Anda Mihaela; Palermo, Andrea; Taffon, Chiara; Tangaro, Sabina; Crescenzi, Anna; Sodo, Armida; Bellotti, Roberto
Artificial Intelligence and Complex Network Approaches Reveal Potential Gene Biomarkers for Hepatocellular Carcinoma
2023-01-01 Lacalamita, Antonio; Serino, Grazia; Pantaleo, Ester; Monaco, Alfonso; Amoroso, Nicola; Bellantuono, Loredana; Piccinno, Emanuele; Scalavino, Viviana; Dituri, Francesco; Tangaro, Sabina; Bellotti, Roberto; Giannelli, Gianluigi
Best Practices in Knowledge Transfer: Insights from Top Universities
2022-01-01 Demarinis Loiotile, A.; De Nicolo, F.; Agrimi, A.; Bellantuono, L.; La Rocca, M.; Monaco, A.; Pantaleo, E.; Tangaro, S.; Amoroso, N.; Bellotti, R.
Country-level factors dynamics and ABO/Rh blood groups contribution to COVID-19 mortality
2021-01-01 Monaco, A.; Pantaleo, E.; Amoroso, N.; Bellantuono, L.; Stella, A.; Bellotti, R.
Estimation of Daily Ground Level Air Pollution in Italian Municipalities with Machine Learning Models Using Sentinel-5P and ERA5 Data
2024-01-01 Fania, Alessandro; Monaco, Alfonso; Pantaleo, Ester; Maggipinto, Tommaso; Bellantuono, Loredana; Cilli, Roberto; Lacalamita, Antonio; La Rocca, Marianna; Tangaro, Sabina; Amoroso, Nicola; Bellotti, Roberto
Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe
2022-01-01 Cilli, R.; Elia, M.; D'Este, M.; Giannico, V.; Amoroso, N.; Lombardi, A.; Pantaleo, E.; Monaco, A.; Sanesi, G.; Tangaro, S.; Bellotti, R.; Lafortezza, R.
Identifying potential gene biomarkers for Parkinson's disease through an information entropy based approach
2021-01-01 Monaco, A.; Pantaleo, E.; Amoroso, N.; Bellantuono, L.; Lombardi, A.; Tateo, A.; Tangaro, S.; Bellotti, R.
Insights from Explainable Artificial Intelligence of Pollution and Socioeconomic Influences for Respiratory Cancer Mortality in Italy
2024-01-01 Romano, Donato; Novielli, Pierfrancesco; Diacono, Domenico; Cilli, Roberto; Pantaleo, Ester; Amoroso, Nicola; Bellantuono, Loredana; Monaco, Alfonso; Bellotti, Roberto; Tangaro, Sabina
Machine learning and XAI approaches highlight the strong connection between $$O_3$$ and $$NO_2$$ pollutants and Alzheimer’s disease
2024-01-01 Fania, Alessandro; Monaco, Alfonso; Amoroso, Nicola; Bellantuono, Loredana; Cazzolla Gatti, Roberto; Firza, Najada; Lacalamita, Antonio; Pantaleo, Ester; Tangaro, Sabina; Velichevskaya, Alena; Bellotti, Roberto
Making sense of chemical space network shows signs of criticality
2023-01-01 Amoroso, N.; Gambacorta, N.; Mastrolorito, F.; Togo, M. V.; Trisciuzzi, D.; Monaco, A.; Pantaleo, E.; Altomare, C. D.; Ciriaco, F.; Nicolotti, O.
Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research
2024-01-01 Golob, Jonathan L.; Oskotsky, Tomiko T.; Tang, Alice S.; Roldan, Alennie; Chung, Verena; Ha, Connie W. Y.; Wong, Ronald J.; Flynn, Kaitlin J.; Parraga-Leo, Antonio; Wibrand, Camilla; Minot, Samuel S.; Oskotsky, Boris; Andreoletti, Gaia; Kosti, Idit; Bletz, Julie; Nelson, Amber; Gao, Jifan; Wei, Zhoujingpeng; Chen, Guanhua; Tang, Zheng-Zheng; Novielli, Pierfrancesco; Romano, Donato; Pantaleo, Ester; Amoroso, Nicola; Monaco, Alfonso; Vacca, Mirco; De Angelis, Maria; Bellotti, Roberto; Tangaro, Sabina; Kuntzleman, Abigail; Bigcraft, Isaac; Techtmann, Stephen; Bae, Daehun; Kim, Eunyoung; Jeon, Jongbum; Joe, Soobok; Theis, Kevin R.; Ng, Sherrianne; Lee, Yun S.; Diaz-Gimeno, Patricia; Bennett, Phillip R.; Macintyre, David A.; Stolovitzky, Gustavo; Lynch, Susan V.; Albrecht, Jake; Gomez-Lopez, Nardhy; Romero, Roberto; Stevenson, David K.; Aghaeepour, Nima; Tarca, Adi L.; Costello, James C.; Sirota, Marina
Multi-time-scale features for accurate respiratory sound classification
2020-01-01 Monaco, A.; Amoroso, N.; Bellantuono, L.; Pantaleo, E.; Tangaro, S.; Bellotti, R.
Predicting Air Quality from Measured and Forecast Meteorological Data: A Case Study in Southern Italy
2023-01-01 Tateo, Andrea; Campanaro, Vincenzo; Amoroso, Nicola; Bellantuono, Loredana; Monaco, Alfonso; Pantaleo, Ester; Rinaldi, Rosaria; Maggipinto, Tommaso
Psychological counseling in the Italian academic context: Expected needs, activities, and target population in a large sample of students
2022-01-01 Musso, P.; Coppola, G.; Pantaleo, E.; Amoroso, N.; Balenzano, C.; Bellotti, R.; Cassibba, R.; Diacono, D.; Monaco, A.
Territorial Development as an Innovation Driver: A Complex Network Approach
2022-01-01 De Nicolò, Francesco; Monaco, Alfonso; Ambrosio, Giuseppe; Bellantuono, Loredana; Cilli, Roberto; Pantaleo, Ester; Tangaro, Sabina; Zandonai, Flaviano; Amoroso, Nicola; Bellotti, Roberto
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Dementia mortality rates dataset in Italy (2012–2019) | 1-gen-2023 | Fania, Alessandro; Monaco, Alfonso; Amoroso, Nicola; Bellantuono, Loredana; Cazzolla Gatti, Roberto; Firza, Najada; Lacalamita, Antonio; Pantaleo, Ester; Tangaro, Sabina; Velichevskaya, Alena; Bellotti, Roberto | |
| A Machine Learning Approach to Parkinson's Disease Blood Transcriptomics | 1-gen-2022 | Pantaleo, Ester; Monaco, Alfonso; Amoroso, Nicola; Lombardi, Angela; Bellantuono, Loredana; Urso, Daniele; Lo Giudice, Claudio; Picardi, Ernesto; Tafuri, Benedetta; Nigro, Salvatore; Pesole, Graziano; Tangaro, Sabina; Logroscino, Giancarlo; Bellotti, Roberto | |
| A primer on machine learning techniques for genomic applications | 1-gen-2021 | Monaco, A.; Pantaleo, E.; Amoroso, N.; Lacalamita, A.; Lo Giudice, C.; Fonzino, A.; Fosso, B.; Picardi, E.; Tangaro, S.; Pesole, G.; Bellotti, R. | |
| A roadmap towards breast cancer therapies supported by explainable artificial intelligence | 1-gen-2021 | Amoroso, N.; Pomarico, D.; Fanizzi, A.; Didonna, V.; Giotta, F.; La Forgia, D.; Latorre, A.; Monaco, A.; Pantaleo, E.; Petruzzellis, N.; Tamborra, P.; Zito, A.; Lorusso, V.; Bellotti, R.; Massafra, R. | |
| A robust framework to investigate the reliability and stability of explainable artificial intelligence markers of Mild Cognitive Impairment and Alzheimer's Disease | 1-gen-2022 | Lombardi, Angela; Diacono, Domenico; Amoroso, Nicola; Biecek, Przemysław; Monaco, Alfonso; Bellantuono, Loredana; Pantaleo, Ester; Logroscino, Giancarlo; De Blasi, Roberto; Tangaro, Sabina; Bellotti, Roberto | |
| An eXplainable Artificial Intelligence analysis of Raman spectra for thyroid cancer diagnosis | 1-gen-2023 | Bellantuono, Loredana; Tommasi, Raffaele; Pantaleo, Ester; Verri, Martina; Amoroso, Nicola; Crucitti, Pierfilippo; Di Gioacchino, Michael; Longo, Filippo; Monaco, Alfonso; Naciu, Anda Mihaela; Palermo, Andrea; Taffon, Chiara; Tangaro, Sabina; Crescenzi, Anna; Sodo, Armida; Bellotti, Roberto | |
| Artificial Intelligence and Complex Network Approaches Reveal Potential Gene Biomarkers for Hepatocellular Carcinoma | 1-gen-2023 | Lacalamita, Antonio; Serino, Grazia; Pantaleo, Ester; Monaco, Alfonso; Amoroso, Nicola; Bellantuono, Loredana; Piccinno, Emanuele; Scalavino, Viviana; Dituri, Francesco; Tangaro, Sabina; Bellotti, Roberto; Giannelli, Gianluigi | |
| Best Practices in Knowledge Transfer: Insights from Top Universities | 1-gen-2022 | Demarinis Loiotile, A.; De Nicolo, F.; Agrimi, A.; Bellantuono, L.; La Rocca, M.; Monaco, A.; Pantaleo, E.; Tangaro, S.; Amoroso, N.; Bellotti, R. | |
| Country-level factors dynamics and ABO/Rh blood groups contribution to COVID-19 mortality | 1-gen-2021 | Monaco, A.; Pantaleo, E.; Amoroso, N.; Bellantuono, L.; Stella, A.; Bellotti, R. | |
| Estimation of Daily Ground Level Air Pollution in Italian Municipalities with Machine Learning Models Using Sentinel-5P and ERA5 Data | 1-gen-2024 | Fania, Alessandro; Monaco, Alfonso; Pantaleo, Ester; Maggipinto, Tommaso; Bellantuono, Loredana; Cilli, Roberto; Lacalamita, Antonio; La Rocca, Marianna; Tangaro, Sabina; Amoroso, Nicola; Bellotti, Roberto | |
| Explainable artificial intelligence (XAI) detects wildfire occurrence in the Mediterranean countries of Southern Europe | 1-gen-2022 | Cilli, R.; Elia, M.; D'Este, M.; Giannico, V.; Amoroso, N.; Lombardi, A.; Pantaleo, E.; Monaco, A.; Sanesi, G.; Tangaro, S.; Bellotti, R.; Lafortezza, R. | |
| Identifying potential gene biomarkers for Parkinson's disease through an information entropy based approach | 1-gen-2021 | Monaco, A.; Pantaleo, E.; Amoroso, N.; Bellantuono, L.; Lombardi, A.; Tateo, A.; Tangaro, S.; Bellotti, R. | |
| Insights from Explainable Artificial Intelligence of Pollution and Socioeconomic Influences for Respiratory Cancer Mortality in Italy | 1-gen-2024 | Romano, Donato; Novielli, Pierfrancesco; Diacono, Domenico; Cilli, Roberto; Pantaleo, Ester; Amoroso, Nicola; Bellantuono, Loredana; Monaco, Alfonso; Bellotti, Roberto; Tangaro, Sabina | |
| Machine learning and XAI approaches highlight the strong connection between $$O_3$$ and $$NO_2$$ pollutants and Alzheimer’s disease | 1-gen-2024 | Fania, Alessandro; Monaco, Alfonso; Amoroso, Nicola; Bellantuono, Loredana; Cazzolla Gatti, Roberto; Firza, Najada; Lacalamita, Antonio; Pantaleo, Ester; Tangaro, Sabina; Velichevskaya, Alena; Bellotti, Roberto | |
| Making sense of chemical space network shows signs of criticality | 1-gen-2023 | Amoroso, N.; Gambacorta, N.; Mastrolorito, F.; Togo, M. V.; Trisciuzzi, D.; Monaco, A.; Pantaleo, E.; Altomare, C. D.; Ciriaco, F.; Nicolotti, O. | |
| Microbiome preterm birth DREAM challenge: Crowdsourcing machine learning approaches to advance preterm birth research | 1-gen-2024 | Golob, Jonathan L.; Oskotsky, Tomiko T.; Tang, Alice S.; Roldan, Alennie; Chung, Verena; Ha, Connie W. Y.; Wong, Ronald J.; Flynn, Kaitlin J.; Parraga-Leo, Antonio; Wibrand, Camilla; Minot, Samuel S.; Oskotsky, Boris; Andreoletti, Gaia; Kosti, Idit; Bletz, Julie; Nelson, Amber; Gao, Jifan; Wei, Zhoujingpeng; Chen, Guanhua; Tang, Zheng-Zheng; Novielli, Pierfrancesco; Romano, Donato; Pantaleo, Ester; Amoroso, Nicola; Monaco, Alfonso; Vacca, Mirco; De Angelis, Maria; Bellotti, Roberto; Tangaro, Sabina; Kuntzleman, Abigail; Bigcraft, Isaac; Techtmann, Stephen; Bae, Daehun; Kim, Eunyoung; Jeon, Jongbum; Joe, Soobok; Theis, Kevin R.; Ng, Sherrianne; Lee, Yun S.; Diaz-Gimeno, Patricia; Bennett, Phillip R.; Macintyre, David A.; Stolovitzky, Gustavo; Lynch, Susan V.; Albrecht, Jake; Gomez-Lopez, Nardhy; Romero, Roberto; Stevenson, David K.; Aghaeepour, Nima; Tarca, Adi L.; Costello, James C.; Sirota, Marina | |
| Multi-time-scale features for accurate respiratory sound classification | 1-gen-2020 | Monaco, A.; Amoroso, N.; Bellantuono, L.; Pantaleo, E.; Tangaro, S.; Bellotti, R. | |
| Predicting Air Quality from Measured and Forecast Meteorological Data: A Case Study in Southern Italy | 1-gen-2023 | Tateo, Andrea; Campanaro, Vincenzo; Amoroso, Nicola; Bellantuono, Loredana; Monaco, Alfonso; Pantaleo, Ester; Rinaldi, Rosaria; Maggipinto, Tommaso | |
| Psychological counseling in the Italian academic context: Expected needs, activities, and target population in a large sample of students | 1-gen-2022 | Musso, P.; Coppola, G.; Pantaleo, E.; Amoroso, N.; Balenzano, C.; Bellotti, R.; Cassibba, R.; Diacono, D.; Monaco, A. | |
| Territorial Development as an Innovation Driver: A Complex Network Approach | 1-gen-2022 | De Nicolò, Francesco; Monaco, Alfonso; Ambrosio, Giuseppe; Bellantuono, Loredana; Cilli, Roberto; Pantaleo, Ester; Tangaro, Sabina; Zandonai, Flaviano; Amoroso, Nicola; Bellotti, Roberto |