Distillation of the clinical algorithm improves prognosis by multi-task deep learning in high-risk Neuroblastoma

por Maggio, Valerio, Chierici, Marco, Jurman, Giuseppe, Furlanello, Cesare
Publicado 2018

Predictability of drug-induced liver injury by machine learning

por Chierici, Marco, Francescatto, Margherita, Bussola, Nicole, Jurman, Giuseppe, Furlanello, Cesare
Publicado 2020

Multi-omics integration for neuroblastoma clinical endpoint prediction

por Francescatto, Margherita, Chierici, Marco, Rezvan Dezfooli, Setareh, Zandonà, Alessandro, Jurman, Giuseppe, Furlanello, Cesare
Publicado 2018

Phylogenetic convolutional neural networks in metagenomics

por Fioravanti, Diego, Giarratano, Ylenia, Maggio, Valerio, Agostinelli, Claudio, Chierici, Marco, Jurman, Giuseppe, Furlanello, Cesare
Publicado 2018

Endoscopy-based IBD identification by a quantized deep learning pipeline

por Datres, Massimiliano, Paolazzi, Elisa, Chierici, Marco, Pozzi, Matteo, Colangelo, Antonio, Dorian Donzella, Marcello, Jurman, Giuseppe
Publicado 2023

Automatically detecting Crohn’s disease and Ulcerative Colitis from endoscopic imaging

por Chierici, Marco, Puica, Nicolae, Pozzi, Matteo, Capistrano, Antonello, Donzella, Marcello Dorian, Colangelo, Antonio, Osmani, Venet, Jurman, Giuseppe
Publicado 2022

Evaluating reproducibility of AI algorithms in digital pathology with DAPPER

por Bizzego, Andrea, Bussola, Nicole, Chierici, Marco, Maggio, Valerio, Francescatto, Margherita, Cima, Luca, Cristoforetti, Marco, Jurman, Giuseppe, Furlanello, Cesare
Publicado 2019

Integrative Network Fusion: A Multi-Omics Approach in Molecular Profiling

por Chierici, Marco, Bussola, Nicole, Marcolini, Alessia, Francescatto, Margherita, Zandonà, Alessandro, Trastulla, Lucia, Agostinelli, Claudio, Jurman, Giuseppe, Furlanello, Cesare
Publicado 2020

Surfactant disaturated-phosphatidylcholine kinetics in acute respiratory distress syndrome by stable isotopes and a two compartment model

por Cogo, Paola E, Toffolo, Gianna Maria, Ori, Carlo, Vianello, Andrea, Chierici, Marco, Gucciardi, Antonina, Cobelli, Claudio, Baritussio, Aldo, Carnielli, Virgilio P
Publicado 2007

A Pan-Cancer Approach to Predict Responsiveness to Immune Checkpoint Inhibitors by Machine Learning

por Polano, Maurizio, Chierici, Marco, Dal Bo, Michele, Gentilini, Davide, Di Cintio, Federica, Baboci, Lorena, Gibbs, David L., Furlanello, Cesare, Toffoli, Giuseppe
Publicado 2019

Identification of GALNT14 as a novel neuroblastoma predisposition gene

por De Mariano, Marilena, Gallesio, Roberta, Chierici, Marco, Furlanello, Cesare, Conte, Massimo, Garaventa, Alberto, Croce, Michela, Ferrini, Silvano, Tonini, Gian Paolo, Longo, Luca
Publicado 2015

Genetic predisposition to lung adenocarcinoma outcome is a feature already present in patients' noninvolved lung tissue

por Minnai, Francesca, Noci, Sara, Chierici, Marco, Cotroneo, Chiara Elisabetta, Bartolini, Barbara, Incarbone, Matteo, Tosi, Davide, Mattioni, Giovanni, Jurman, Giuseppe, Dragani, Tommaso A., Colombo, Francesca
Publicado 2022

Monitoring Perinatal Gut Microbiota in Mouse Models by Mass Spectrometry Approaches: Parental Genetic Background and Breastfeeding Effects

por Levi Mortera, Stefano, Del Chierico, Federica, Vernocchi, Pamela, Rosado, Maria M., Cavola, Agnese, Chierici, Marco, Pieroni, Luisa, Urbani, Andrea, Carsetti, Rita, Lante, Isabella, Dallapiccola, Bruno, Putignani, Lorenza
Publicado 2016

Cellular and gene signatures of tumor-infiltrating dendritic cells and natural-killer cells predict prognosis of neuroblastoma

por Melaiu, Ombretta, Chierici, Marco, Lucarini, Valeria, Jurman, Giuseppe, Conti, Libenzio Adrian, De Vito, Rita, Boldrini, Renata, Cifaldi, Loredana, Castellano, Aurora, Furlanello, Cesare, Barnaba, Vincenzo, Locatelli, Franco, Fruci, Doriana
Publicado 2020

Prioritization of putatively detrimental variants in euploid miscarriages

por Buonaiuto, Silvia, Biase, Immacolata Di, Aleotti, Valentina, Ravaei, Amin, Marino, Adriano De, Damaggio, Gianluca, Chierici, Marco, Pulijala, Madhuri, D’Ambrosio, Palmira, Esposito, Gabriella, Ayub, Qasim, Furlanello, Cesare, Greco, Pantaleo, Capalbo, Antonio, Rubini, Michele, Biase, Sebastiano Di, Colonna, Vincenza
Publicado 2022

Focal adhesion kinase depletion reduces human hepatocellular carcinoma growth by repressing enhancer of zeste homolog 2

por Gnani, Daniela, Romito, Ilaria, Artuso, Simona, Chierici, Marco, De Stefanis, Cristiano, Panera, Nadia, Crudele, Annalisa, Ceccarelli, Sara, Carcarino, Elena, D'Oria, Valentina, Porru, Manuela, Giorda, Ezio, Ferrari, Karin, Miele, Luca, Villa, Erica, Balsano, Clara, Pasini, Diego, Furlanello, Cesare, Locatelli, Franco, Nobili, Valerio, Rota, Rossella, Leonetti, Carlo, Alisi, Anna
Publicado 2017

Comparison of RNA-seq and microarray-based models for clinical endpoint prediction

por Zhang, Wenqian, Yu, Ying, Hertwig, Falk, Thierry-Mieg, Jean, Zhang, Wenwei, Thierry-Mieg, Danielle, Wang, Jian, Furlanello, Cesare, Devanarayan, Viswanath, Cheng, Jie, Deng, Youping, Hero, Barbara, Hong, Huixiao, Jia, Meiwen, Li, Li, Lin, Simon M, Nikolsky, Yuri, Oberthuer, André, Qing, Tao, Su, Zhenqiang, Volland, Ruth, Wang, Charles, Wang, May D., Ai, Junmei, Albanese, Davide, Asgharzadeh, Shahab, Avigad, Smadar, Bao, Wenjun, Bessarabova, Marina, Brilliant, Murray H., Brors, Benedikt, Chierici, Marco, Chu, Tzu-Ming, Zhang, Jibin, Grundy, Richard G., He, Min Max, Hebbring, Scott, Kaufman, Howard L., Lababidi, Samir, Lancashire, Lee J., Li, Yan, Lu, Xin X., Luo, Heng, Ma, Xiwen, Ning, Baitang, Noguera, Rosa, Peifer, Martin, Phan, John H., Roels, Frederik, Rosswog, Carolina, Shao, Susan, Shen, Jie, Theissen, Jessica, Tonini, Gian Paolo, Vandesompele, Jo, Wu, Po-Yen, Xiao, Wenzhong, Xu, Joshua, Xu, Weihong, Xuan, Jiekun, Yang, Yong, Ye, Zhan, Dong, Zirui, Zhang, Ke K., Yin, Ye, Zhao, Chen, Zheng, Yuanting, Wolfinger, Russell D., Shi, Tieliu, Malkas, Linda H., Berthold, Frank, Wang, Jun, Tong, Weida, Shi, Leming, Peng, Zhiyu, Fischer, Matthias
Publicado 2015

A verified genomic reference sample for assessing performance of cancer panels detecting small variants of low allele frequency

por Jones, Wendell, Gong, Binsheng, Novoradovskaya, Natalia, Li, Dan, Kusko, Rebecca, Richmond, Todd A., Johann, Donald J., Bisgin, Halil, Sahraeian, Sayed Mohammad Ebrahim, Bushel, Pierre R., Pirooznia, Mehdi, Wilkins, Katherine, Chierici, Marco, Bao, Wenjun, Basehore, Lee Scott, Lucas, Anne Bergstrom, Burgess, Daniel, Butler, Daniel J., Cawley, Simon, Chang, Chia-Jung, Chen, Guangchun, Chen, Tao, Chen, Yun-Ching, Craig, Daniel J., del Pozo, Angela, Foox, Jonathan, Francescatto, Margherita, Fu, Yutao, Furlanello, Cesare, Giorda, Kristina, Grist, Kira P., Guan, Meijian, Hao, Yingyi, Happe, Scott, Hariani, Gunjan, Haseley, Nathan, Jasper, Jeff, Jurman, Giuseppe, Kreil, David Philip, Łabaj, Paweł, Lai, Kevin, Li, Jianying, Li, Quan-Zhen, Li, Yulong, Li, Zhiguang, Liu, Zhichao, López, Mario Solís, Miclaus, Kelci, Miller, Raymond, Mittal, Vinay K., Mohiyuddin, Marghoob, Pabón-Peña, Carlos, Parsons, Barbara L., Qiu, Fujun, Scherer, Andreas, Shi, Tieliu, Stiegelmeyer, Suzy, Suo, Chen, Tom, Nikola, Wang, Dong, Wen, Zhining, Wu, Leihong, Xiao, Wenzhong, Xu, Chang, Yu, Ying, Zhang, Jiyang, Zhang, Yifan, Zhang, Zhihong, Zheng, Yuanting, Mason, Christopher E., Willey, James C., Tong, Weida, Shi, Leming, Xu, Joshua
Publicado 2021

Cross-oncopanel study reveals high sensitivity and accuracy with overall analytical performance depending on genomic regions

por Gong, Binsheng, Li, Dan, Kusko, Rebecca, Novoradovskaya, Natalia, Zhang, Yifan, Wang, Shangzi, Pabón-Peña, Carlos, Zhang, Zhihong, Lai, Kevin, Cai, Wanshi, LoCoco, Jennifer S., Lader, Eric, Richmond, Todd A., Mittal, Vinay K., Liu, Liang-Chun, Johann, Donald J., Willey, James C., Bushel, Pierre R., Yu, Ying, Xu, Chang, Chen, Guangchun, Burgess, Daniel, Cawley, Simon, Giorda, Kristina, Haseley, Nathan, Qiu, Fujun, Wilkins, Katherine, Arib, Hanane, Attwooll, Claire, Babson, Kevin, Bao, Longlong, Bao, Wenjun, Lucas, Anne Bergstrom, Best, Hunter, Bhandari, Ambica, Bisgin, Halil, Blackburn, James, Blomquist, Thomas M., Boardman, Lisa, Burgher, Blake, Butler, Daniel J., Chang, Chia-Jung, Chaubey, Alka, Chen, Tao, Chierici, Marco, Chin, Christopher R., Close, Devin, Conroy, Jeffrey, Coleman, Jessica Cooley, Craig, Daniel J., Crawford, Erin, del Pozo, Angela, Deveson, Ira W., Duncan, Daniel, Eterovic, Agda Karina, Fan, Xiaohui, Foox, Jonathan, Furlanello, Cesare, Ghosal, Abhisek, Glenn, Sean, Guan, Meijian, Haag, Christine, Hang, Xinyi, Happe, Scott, Hennigan, Brittany, Hipp, Jennifer, Hong, Huixiao, Horvath, Kyle, Hu, Jianhong, Hung, Li-Yuan, Jarosz, Mirna, Kerkhof, Jennifer, Kipp, Benjamin, Kreil, David Philip, Łabaj, Paweł, Lapunzina, Pablo, Li, Peng, Li, Quan-Zhen, Li, Weihua, Li, Zhiguang, Liang, Yu, Liu, Shaoqing, Liu, Zhichao, Ma, Charles, Marella, Narasimha, Martín-Arenas, Rubén, Megherbi, Dalila B., Meng, Qingchang, Mieczkowski, Piotr A., Morrison, Tom, Muzny, Donna, Ning, Baitang, Parsons, Barbara L., Paweletz, Cloud P., Pirooznia, Mehdi, Qu, Wubin, Raymond, Amelia, Rindler, Paul, Ringler, Rebecca, Sadikovic, Bekim, Scherer, Andreas, Schulze, Egbert, Sebra, Robert, Shaknovich, Rita, Shi, Qiang, Shi, Tieliu, Silla-Castro, Juan Carlos, Smith, Melissa, López, Mario Solís, Song, Ping, Stetson, Daniel, Strahl, Maya, Stuart, Alan, Supplee, Julianna, Szankasi, Philippe, Tan, Haowen, Tang, Lin-ya, Tao, Yonghui, Thakkar, Shraddha, Thierry-Mieg, Danielle, Thierry-Mieg, Jean, Thodima, Venkat J., Thomas, David, Tichý, Boris, Tom, Nikola, Garcia, Elena Vallespin, Verma, Suman, Walker, Kimbley, Wang, Charles, Wang, Junwen, Wang, Yexun, Wen, Zhining, Wirta, Valtteri, Wu, Leihong, Xiao, Chunlin, Xiao, Wenzhong, Xu, Shibei, Yang, Mary, Ying, Jianming, Yip, Shun H., Zhang, Guangliang, Zhang, Sa, Zhao, Meiru, Zheng, Yuanting, Zhou, Xiaoyan, Mason, Christopher E., Mercer, Timothy, Tong, Weida, Shi, Leming, Jones, Wendell, Xu, Joshua
Publicado 2021