ROMANO, DONATO
ROMANO, DONATO
Air pollution and mortality for cancer of the respiratory system in Italy: an explainable artificial intelligence approach
2024-01-01 Romano, Donato; Novielli, Pierfrancesco; Cilli, Roberto; Amoroso, Nicola; Monaco, Alfonso; Bellotti, Roberto; Tangaro, Sabina
Analisi strutturale della genetica di popolazioni vegetali: approccio basato sull’intelligenza artifi ciale e le reti complesse
2023-01-01 Novielli, Pierfrancesco; Pavan, Stefano; Romano, Donato; Losciale, Pasquale; Stellacci, ANNA MARIA; Diacono, Domenico; Bellotti, Roberto; Tangaro, Sabina
Climate Change and Soil Health: Explainable Artificial Intelligence Reveals Microbiome Response to Warming
2024-01-01 Novielli, Pierfrancesco; Magarelli, Michele; Romano, Donato; de Trizio, Lorenzo; DI BITONTO, Pierpaolo; Monaco, Alfonso; Amoroso, Nicola; Stellacci, ANNA MARIA; Zoani, Claudia; Bellotti, Roberto; Tangaro, Sabina
Data-Driven Innovations in Food Safety: The Role of AI and Big Data in METROFOOD-IT
2025-01-01 Magarelli, Michele; Bitonto, Pierpaolo Di; Romano, Donato; Novielli, Pierfrancesco; Ahsen, Rameez; Zoani, Claudia; Bellotti, Roberto; Tangaro, Sabina
Explainable Artificial Intelligence (XAI) for Microbiome Data Analysis in Autistic Spectrum Disorder
2023-01-01 Romano, D.; Novielli, P; Magarelli, Michele; Monaco, Alfonso; Amoroso, Nicola; Bellantuono, Loredana; Pantaleo, Ester; Larocca, Marianna; Bellotti, R; Tangaro, S
Explainable artificial intelligence for genotype-to-phenotype prediction in plant breeding: a case study with a dataset from an almond germplasm collection
2024-01-01 Novielli, P.; Romano, D.; Pavan, S.; Losciale, P.; Stellacci, A. M.; Diacono, D.; Bellotti, R.; Tangaro, S.
Explainable artificial intelligence for microbiome data analysis in colorectal cancer biomarker identification
2024-01-01 Novielli, Pierfrancesco; Romano, Donato; Magarelli, Michele; Bitonto, Pierpaolo Di; Diacono, Domenico; Chiatante, Annalisa; Lopalco, Giuseppe; Sabella, Daniele; Venerito, Vincenzo; Filannino, Pasquale; Bellotti, Roberto; De Angelis, Maria; Iannone, Florenzo; Tangaro, Sabina
Explainable artificial intelligence for studying the impact of environmental factors on health
2025-05-06 Romano, Donato
Harnessing Digital Twins for Sustainable Agricultural Water Management: A Systematic Review
2025-01-01 Ahsen, Rameez; Di Bitonto, Pierpaolo; Novielli, Pierfrancesco; Magarelli, Michele; Romano, Donato; Diacono, Domenico; Monaco, Alfonso; Amoroso, Nicola; Bellotti, Roberto; Tangaro, Sabina
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
Insights into adenoma-CRC sequence: microbiome biomarker identification through
In corso di stampa Novielli, P.; Diacono, D.; Romano, D.; Magarelli, M.; Di Bitonto, P.; Bellotti, R.; Tangaro, S.
Leveraging explainable AI to predict soil respiration sensitivity and its drivers for climate change mitigation
2025-01-01 Novielli, Pierfrancesco; Magarelli, Michele; Romano, Donato; Di Bitonto, Pierpaolo; Stellacci, Anna Maria; Monaco, Alfonso; Amoroso, Nicola; Bellotti, Roberto; Tangaro, Sabina
Machine Learning Approaches for Genotype to Phenotype Prediction in Plant Science
2024-01-01 Novielli, Pierfrancesco; Romano, Donato; Pavan, Stefano; Losciale, Pasquale; Stellacci, ANNA MARIA; Bellotti, Roberto; Tangaro, Sabina
METROFOOD-IT: A Data Platform Proposal Using Agrifood Smart Data Model
In corso di stampa Di Bitonto, P.; Diacono, D.; Magarelli, M.; Romano, D.; Novielli, P.; Zoani, C.; Bellotti, R.; Tangaro, S.
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
Personalized colorectal cancer risk assessment through explainable AI and Gut microbiome profiling
2025-01-01 Novielli, Pierfrancesco; Baldi, Simone; Romano, Donato; Magarelli, Michele; Diacono, Domenico; Di Bitonto, Pierpaolo; Nannini, Giulia; Di Gloria, Leandro; Bellotti, Roberto; Amedei, Amedeo; Tangaro, Sabina
Personalized identification of Autism-related bacteria in the gut microbiome using eXplainable Artificial Intelligence
2024-01-01 Novielli, Pierfrancesco; Romano, Donato; Magarelli, Michele; Diacono, Domenico; Monaco, Alfonso; Amoroso, Nicola; Vacca, Mirco; DE ANGELIS, Maria; Bellotti, Roberto; Tangaro, Sabina
Predictive and Explainable Machine Learning Models for Endocrine, Nutritional, and Metabolic Mortality in Italy Using Geolocalized Pollution Data
2025-01-01 Romano, Donato; Magarelli, Michele; Novielli, Pierfrancesco; Diacono, Domenico; Di Bitonto, Pierpaolo; Amoroso, Nicola; Monaco, Alfonso; Bellotti, Roberto; Tangaro, Sabina
Unraveling the microbiome-metabolome nexus: a comprehensive study protocol for personalized management of Behḉet’s disease using explainable artificial intelligence
2024-01-01 Tangaro, Sabina; Lopalco, Giuseppe; Sabella, Daniele; Venerito, Vincenzo; Novielli, Pierfrancesco; Romano, Donato; DI GILIO, Alessia; Palmisani, Jolanda; DE GENNARO, Gianluigi; Filannino, Pasquale; Latronico, Rosanna; Bellotti, Roberto; DE ANGELIS, Maria; Iannone, Florenzo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| Air pollution and mortality for cancer of the respiratory system in Italy: an explainable artificial intelligence approach | 1-gen-2024 | Romano, Donato; Novielli, Pierfrancesco; Cilli, Roberto; Amoroso, Nicola; Monaco, Alfonso; Bellotti, Roberto; Tangaro, Sabina | |
| Analisi strutturale della genetica di popolazioni vegetali: approccio basato sull’intelligenza artifi ciale e le reti complesse | 1-gen-2023 | Novielli, Pierfrancesco; Pavan, Stefano; Romano, Donato; Losciale, Pasquale; Stellacci, ANNA MARIA; Diacono, Domenico; Bellotti, Roberto; Tangaro, Sabina | |
| Climate Change and Soil Health: Explainable Artificial Intelligence Reveals Microbiome Response to Warming | 1-gen-2024 | Novielli, Pierfrancesco; Magarelli, Michele; Romano, Donato; de Trizio, Lorenzo; DI BITONTO, Pierpaolo; Monaco, Alfonso; Amoroso, Nicola; Stellacci, ANNA MARIA; Zoani, Claudia; Bellotti, Roberto; Tangaro, Sabina | |
| Data-Driven Innovations in Food Safety: The Role of AI and Big Data in METROFOOD-IT | 1-gen-2025 | Magarelli, Michele; Bitonto, Pierpaolo Di; Romano, Donato; Novielli, Pierfrancesco; Ahsen, Rameez; Zoani, Claudia; Bellotti, Roberto; Tangaro, Sabina | |
| Explainable Artificial Intelligence (XAI) for Microbiome Data Analysis in Autistic Spectrum Disorder | 1-gen-2023 | Romano, D.; Novielli, P; Magarelli, Michele; Monaco, Alfonso; Amoroso, Nicola; Bellantuono, Loredana; Pantaleo, Ester; Larocca, Marianna; Bellotti, R; Tangaro, S | |
| Explainable artificial intelligence for genotype-to-phenotype prediction in plant breeding: a case study with a dataset from an almond germplasm collection | 1-gen-2024 | Novielli, P.; Romano, D.; Pavan, S.; Losciale, P.; Stellacci, A. M.; Diacono, D.; Bellotti, R.; Tangaro, S. | |
| Explainable artificial intelligence for microbiome data analysis in colorectal cancer biomarker identification | 1-gen-2024 | Novielli, Pierfrancesco; Romano, Donato; Magarelli, Michele; Bitonto, Pierpaolo Di; Diacono, Domenico; Chiatante, Annalisa; Lopalco, Giuseppe; Sabella, Daniele; Venerito, Vincenzo; Filannino, Pasquale; Bellotti, Roberto; De Angelis, Maria; Iannone, Florenzo; Tangaro, Sabina | |
| Explainable artificial intelligence for studying the impact of environmental factors on health | 6-mag-2025 | Romano, Donato | |
| Harnessing Digital Twins for Sustainable Agricultural Water Management: A Systematic Review | 1-gen-2025 | Ahsen, Rameez; Di Bitonto, Pierpaolo; Novielli, Pierfrancesco; Magarelli, Michele; Romano, Donato; Diacono, Domenico; Monaco, Alfonso; Amoroso, Nicola; Bellotti, Roberto; Tangaro, Sabina | |
| 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 | |
| Insights into adenoma-CRC sequence: microbiome biomarker identification through | In corso di stampa | Novielli, P.; Diacono, D.; Romano, D.; Magarelli, M.; Di Bitonto, P.; Bellotti, R.; Tangaro, S. | |
| Leveraging explainable AI to predict soil respiration sensitivity and its drivers for climate change mitigation | 1-gen-2025 | Novielli, Pierfrancesco; Magarelli, Michele; Romano, Donato; Di Bitonto, Pierpaolo; Stellacci, Anna Maria; Monaco, Alfonso; Amoroso, Nicola; Bellotti, Roberto; Tangaro, Sabina | |
| Machine Learning Approaches for Genotype to Phenotype Prediction in Plant Science | 1-gen-2024 | Novielli, Pierfrancesco; Romano, Donato; Pavan, Stefano; Losciale, Pasquale; Stellacci, ANNA MARIA; Bellotti, Roberto; Tangaro, Sabina | |
| METROFOOD-IT: A Data Platform Proposal Using Agrifood Smart Data Model | In corso di stampa | Di Bitonto, P.; Diacono, D.; Magarelli, M.; Romano, D.; Novielli, P.; Zoani, C.; Bellotti, R.; Tangaro, S. | |
| 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 | |
| Personalized colorectal cancer risk assessment through explainable AI and Gut microbiome profiling | 1-gen-2025 | Novielli, Pierfrancesco; Baldi, Simone; Romano, Donato; Magarelli, Michele; Diacono, Domenico; Di Bitonto, Pierpaolo; Nannini, Giulia; Di Gloria, Leandro; Bellotti, Roberto; Amedei, Amedeo; Tangaro, Sabina | |
| Personalized identification of Autism-related bacteria in the gut microbiome using eXplainable Artificial Intelligence | 1-gen-2024 | Novielli, Pierfrancesco; Romano, Donato; Magarelli, Michele; Diacono, Domenico; Monaco, Alfonso; Amoroso, Nicola; Vacca, Mirco; DE ANGELIS, Maria; Bellotti, Roberto; Tangaro, Sabina | |
| Predictive and Explainable Machine Learning Models for Endocrine, Nutritional, and Metabolic Mortality in Italy Using Geolocalized Pollution Data | 1-gen-2025 | Romano, Donato; Magarelli, Michele; Novielli, Pierfrancesco; Diacono, Domenico; Di Bitonto, Pierpaolo; Amoroso, Nicola; Monaco, Alfonso; Bellotti, Roberto; Tangaro, Sabina | |
| Unraveling the microbiome-metabolome nexus: a comprehensive study protocol for personalized management of Behḉet’s disease using explainable artificial intelligence | 1-gen-2024 | Tangaro, Sabina; Lopalco, Giuseppe; Sabella, Daniele; Venerito, Vincenzo; Novielli, Pierfrancesco; Romano, Donato; DI GILIO, Alessia; Palmisani, Jolanda; DE GENNARO, Gianluigi; Filannino, Pasquale; Latronico, Rosanna; Bellotti, Roberto; DE ANGELIS, Maria; Iannone, Florenzo |