NOVIELLI, PIERFRANCESCO
NOVIELLI, PIERFRANCESCO
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
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 approaches in microbiome research: challenges and best practices
2023-01-01 Papoutsoglou, Georgios; Tarazona, Sonia; Lopes, Marta B.; Klammsteiner, Thomas; Ibrahimi, Eliana; Eckenberger, Julia; Novielli, Pierfrancesco; Tonda, Alberto; Simeon, Andrea; Shigdel, Rajesh; Béreux, Stéphane; Vitali, Giacomo; Tangaro, Sabina; Lahti, Leo; Temko, Andriy; Claesson, Marcus J.; Berland, Magali
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
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 |
|---|---|---|---|
| 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 | |
| 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 approaches in microbiome research: challenges and best practices | 1-gen-2023 | Papoutsoglou, Georgios; Tarazona, Sonia; Lopes, Marta B.; Klammsteiner, Thomas; Ibrahimi, Eliana; Eckenberger, Julia; Novielli, Pierfrancesco; Tonda, Alberto; Simeon, Andrea; Shigdel, Rajesh; Béreux, Stéphane; Vitali, Giacomo; Tangaro, Sabina; Lahti, Leo; Temko, Andriy; Claesson, Marcus J.; Berland, Magali | |
| 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 | |
| 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 |