Can we predict firms' innovativeness? The identification of innovation performers in an Italian region through a supervised learning approach by Gandin, Ilaria, Cozza, Claudio

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Deep-learning-based prognostic modeling for incident heart failure in patients with diabetes using electronic health records: A retrospective cohort study by Gandin, Ilaria, Saccani, Sebastiano, Coser, Andrea, Scagnetto, Arjuna, Cappelletto, Chiara, Candido, Riccardo, Barbati, Giulia, Di Lenarda, Andrea

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Prognostic Prediction of Genotype vs Phenotype in Genetic Cardiomyopathies by Paldino, Alessia, Dal Ferro, Matteo, Stolfo, Davide, Gandin, Ilaria, Medo, Kristen, Graw, Sharon, Gigli, Marta, Gagno, Giulia, Zaffalon, Denise, Castrichini, Matteo, Masè, Marco, Cannatà, Antonio, Brun, Francesca, Storm, Garrett, Severini, Giovanni Maria, Lenarduzzi, Stefania, Girotto, Giorgia, Gasparini, Paolo, Bortolotti, Francesca, Giacca, Mauro, Zacchigna, Serena, Merlo, Marco, Taylor, Matthew R G, Mestroni, Luisa, Sinagra, Gianfranco

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Comparison of discrimination and calibration performance of ECG-based machine learning models for prediction of new-onset atrial fibrillation by Baj, Giovanni, Gandin, Ilaria, Scagnetto, Arjuna, Bortolussi, Luca, Cappelletto, Chiara, Di Lenarda, Andrea, Barbati, Giulia

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A bird's-eye view of Italian genomic variation through whole-genome sequencing by Cocca, Massimiliano, Barbieri, Caterina, Concas, Maria Pina, Robino, Antonietta, Brumat, Marco, Gandin, Ilaria, Trudu, Matteo, Sala, Cinzia Felicita, Vuckovic, Dragana, Girotto, Giorgia, Matullo, Giuseppe, Polasek, Ozren, Kolčić, Ivana, Gasparini, Paolo, Soranzo, Nicole, Toniolo, Daniela, Mezzavilla, Massimo

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Nintedanib in Idiopathic Pulmonary Fibrosis: Tolerability and Safety in a Real Life Experience in a Single Centre in Patients also Treated with Oral Anticoagulant Therapy by Ruaro, Barbara, Gandin, Ilaria, Pozzan, Riccardo, Tavano, Stefano, Bozzi, Chiara, Hughes, Michael, Kodric, Metka, Cifaldi, Rossella, Lerda, Selene, Confalonieri, Marco, Baratella, Elisa, Confalonieri, Paola, Salton, Francesco

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Genome-wide association meta-analysis of 30,000 samples identifies seven novel loci for quantitative ECG traits by van Setten, Jessica, Verweij, Niek, Mbarek, Hamdi, Niemeijer, Maartje N, Trompet, Stella, Arking, Dan E, Brody, Jennifer A, Gandin, Ilaria, Grarup, Niels, Hall, Leanne M, Hemerich, Daiane, Lyytikäinen, Leo-Pekka, Mei, Hao, Müller-Nurasyid, Martina, Prins, Bram P, Robino, Antonietta, Smith, Albert V, Warren, Helen R, Asselbergs, Folkert W, Boomsma, Dorret I, Caulfield, Mark J, Eijgelsheim, Mark, Ford, Ian, Hansen, Torben, Harris, Tamara B, Heckbert, Susan R, Hottenga, Jouke-Jan, Iorio, Annamaria, Kors, Jan A, Linneberg, Allan, MacFarlane, Peter W, Meitinger, Thomas, Nelson, Christopher P, Raitakari, Olli T, Silva Aldana, Claudia T, Sinagra, Gianfranco, Sinner, Moritz, Soliman, Elsayed Z, Stoll, Monika, Uitterlinden, Andre, van Duijn, Cornelia M, Waldenberger, Melanie, Alonso, Alvaro, Gasparini, Paolo, Gudnason, Vilmundur, Jamshidi, Yalda, Kääb, Stefan, Kanters, Jørgen K, Lehtimäki, Terho, Munroe, Patricia B, Peters, Annette, Samani, Nilesh J, Sotoodehnia, Nona, Ulivi, Sheila, Wilson, James G, de Geus, Eco J C, Jukema, J Wouter, Stricker, Bruno, van der Harst, Pim, de Bakker, Paul I W, Isaacs, Aaron

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Correlation between Microvascular Damage and Internal Organ Involvement in Scleroderma: Focus on Lung Damage and Endothelial Dysfunction by D'Oria, Mario, Gandin, Ilaria, Riccardo, Pozzan, Hughes, Michael, Lepidi, Sandro, Salton, Francesco, Confalonieri, Paola, Confalonieri, Marco, Tavano, Stefano, Ruaro, Barbara

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Pulmonary Sarcoidosis and Immune Dysregulation: A Pilot Study on Possible Correlation by Cifaldi, Rossella, Salton, Francesco, Confalonieri, Paola, Trotta, Liliana, Barbieri, Mariangela, Ruggero, Luca, Valeri, Gianmaria, Pozzan, Riccardo, Della Porta, Rossana, Kodric, Metka, Baratella, Elisa, Bellan, Mattia, Lerda, Selene, Hughes, Michael, Confalonieri, Marco, Cova, Maria Assunta, Gandin, Ilaria, Mondini, Lucrezia, Ruaro, Barbara

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A group of three miRNAs can act as candidate circulating biomarkers in liquid biopsies from melanoma patients by De Martino, Eleonora, Gandin, Ilaria, Azzalini, Eros, Massone, Cesare, Pizzichetta, Maria Antonietta, Giulioni, Erika, Javor, Sanja, Pinzani, Caterina, Conforti, Claudio, Zalaudek, Iris, Bonin, Serena

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Interpretability of time-series deep learning models: A study in cardiovascular patients admitted to Intensive care unit by Gandin, Ilaria, Scagnetto, Arjuna, Romani, Simona, Barbati, Giulia

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CLINICAL MANIFESTATION AND PROGNOSIS OF DIFFERENT CARDIOMYOPATHIES ON THE BASE OF GENETIC BACKGROUND (GEN-PHEN) by Paldino, Alessia, Ferro, Matteo Dal, Stolfo, Davide, Gigli, Marta, Medo, Kristen, Graw, Sharon Louise, Taylor, Matthew R., Gandin, Ilaria, Sinagra, Gianfranco, Mestroni, Luisa

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Autonomous artificial intelligence versus teleophthalmology for diabetic retinopathy by Musetti, Donatella, Cutolo, Carlo Alberto, Bonetto, Monica, Giacomini, Mauro, Maggi, Davide, Viviani, Giorgio Luciano, Gandin, Ilaria, Traverso, Carlo Enrico, Nicolò, Massimo

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PR interval genome-wide association meta-analysis identifies 50 loci associated with atrial and atrioventricular electrical activity by van Setten, Jessica, Brody, Jennifer A., Jamshidi, Yalda, Butler, Anne M., Campbell, Harry, Evans, Daniel S., Gibson, Quince, Gudbjartsson, Daniel F., Kerr, Kathleen F., Krijthe, Bouwe P., Lyytikäinen, Leo-Pekka, Müller, Christian, Müller-Nurasyid, Martina, Nolte, Ilja M., Padmanabhan, Sandosh, Ritchie, Marylyn D., Robino, Antonietta, Smith, Albert V., Tanaka, Toshiko, Teumer, Alexander, Trompet, Stella, Ulivi, Sheila, Verweij, Niek, Yin, Xiaoyan, Asselbergs, Folkert W., Bader, Joel S., Barnard, John, Bis, Josh, Blankenberg, Stefan, Boerwinkle, Eric, Bradford, Yuki, Buckley, Brendan M., Chung, Mina K., Crawford, Dana, den Hoed, Marcel, Denny, Josh C., Ellinor, Patrick T., Felix, Stephan B., Franco, Oscar H., Franke, Lude, Harris, Tamara B., Holm, Hilma, Ilaria, Gandin, Kolcic, Ivana, Kors, Jan A., Lin, Honghuang, Lin, Henry J., Macfarlane, Peter W., Magnani, Jared W., Meitinger, Thomas, Mitchell, Braxton D., Munzel, Thomas, Papanicolaou, George J., Peters, Annette, Pfeufer, Arne, Pramstaller, Peter P., Rudan, Igor, Samani, Nilesh J., Silva Aldana, Claudia T., Sinner, Moritz F., Smith, Jonathan D., Snieder, Harold, Soliman, Elsayed Z., Spector, Timothy D., Stott, David J., Strauch, Konstantin, Tarasov, Kirill V., Thorsteinsdottir, Unnur, Uitterlinden, Andre G., Van Wagoner, David R., Völzke, Henry, Waldenberger, Melanie, Wild, Philipp S., Zeller, Tanja, Alonso, Alvaro, Bandinelli, Stefania, Cucca, Francesco, Dörr, Marcus, Ferrucci, Luigi, Gasparini, Paolo, Gudnason, Vilmundur, Hayward, Caroline, Jukema, J. Wouter, Kääb, Stefan, Lehtimäki, Terho, Liu, Yongmei, Parsa, Afshin, Polasek, Ozren, Psaty, Bruce M., Schnabel, Renate B., Sinagra, Gianfranco, Stefansson, Kari, Stricker, Bruno H., van der Harst, Pim, van Duijn, Cornelia M., Wilson, James F., Gharib, Sina A., de Bakker, Paul I. W., Arking, Dan E., Sotoodehnia, Nona

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DKC1 Overexpression Induces a More Aggressive Cellular Behavior and Increases Intrinsic Ribosomal Activity in Immortalized Mammary Gland Cells by Guerrieri, Ania Naila, Zacchini, Federico, Onofrillo, Carmine, Di Viggiano, Sara, Penzo, Marianna, Ansuini, Alessio, Gandin, Ilaria, Nobe, Yuko, Taoka, Masato, Isobe, Toshiaki, Treré, Davide, Montanaro, Lorenzo

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Common Variants in UMOD Associate with Urinary Uromodulin Levels: A Meta-Analysis by OLDEN, Matthias, CORRE, Tanguy, COCCA, Massimiliano, GANDIN, Ilaria, GIROTTO, Giorgia, GLAUDEMANS, Bob, HASTIE, Nicholas D, LOFFING, Johannes, POLASEK, Ozren, RAMPOLDI, Luca, RUDAN, Igor, SALA, Cinzia, HAYWARD, Caroline, TRAGLIA, Michela, VOLLENWEIDER, Peter, VUCKOVIC, Dragana, YOUHANNA, Sonia, WEBER, Julien, WRIGHT, Alan F, KUTALIK, Zoltán, BOCHUD, Murielle, FOX, Caroline S, DEVUYST, Olivier, TONIOLO, Daniela, ULIVI, Sheila, GASPARINI, Paolo, PISTIS, Giorgio, HWANG, Shih-Jen, BERGMANN, Sven, CAMPBELL, Harry

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Genetic variants linked to education predict longevity by Marioni, Riccardo E., Ritchie, Stuart J., Joshi, Peter K., Hagenaars, Saskia P., Okbay, Aysu, Fischer, Krista, Adams, Mark J., Hill, W. David, Davies, Gail, Nagy, Reka, Amador, Carmen, Läll, Kristi, Metspalu, Andres, Liewald, David C., Campbell, Archie, Wilson, James F., Hayward, Caroline, Esko, Tõnu, Porteous, David J., Gale, Catharine R., Deary, Ian J.

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Deep-learning-based prognostic modeling for incident heart failure in patients with diabetes using electronic health records: A retrospective cohort study by Ilaria Gandin, Sebastiano Saccani, Andrea Coser, Arjuna Scagnetto, Chiara Cappelletto, Riccardo Candido, Giulia Barbati, Andrea Di Lenarda

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382 Clinical manifestation and prognosis of different cardiomyopathies on the base of genetic background (GEN-PHEN) by Paldino, Alessia, Stolfo, Davide, Dal Ferro, Matteo, Gigli, Marta, Medo, Kristen, Graw, Sharon, Gagno, Giulia, Zaffalon, Denise, Gandin, Ilaria, Taylor, Matthew, Masè, Marco, Merlo, Marco, Mestroni, Luisa, Sinagra, Gianfranco

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Rare coding variants and X-linked loci associated with age at menarche by Lunetta, Kathryn L., Day, Felix R., Sulem, Patrick, Ruth, Katherine S., Tung, Joyce Y., Hinds, David A., Esko, Tõnu, Elks, Cathy E., Altmaier, Elisabeth, He, Chunyan, Huffman, Jennifer E., Mihailov, Evelin, Porcu, Eleonora, Robino, Antonietta, Rose, Lynda M., Schick, Ursula M., Stolk, Lisette, Teumer, Alexander, Thompson, Deborah J., Traglia, Michela, Wang, Carol A., Yerges-Armstrong, Laura M., Antoniou, Antonis C., Barbieri, Caterina, Coviello, Andrea D., Cucca, Francesco, Demerath, Ellen W., Dunning, Alison M., Gandin, Ilaria, Grove, Megan L., Gudbjartsson, Daniel F., Hocking, Lynne J., Hofman, Albert, Huang, Jinyan, Jackson, Rebecca D., Karasik, David, Kriebel, Jennifer, Lange, Ethan M., Lange, Leslie A., Langenberg, Claudia, Li, Xin, Luan, Jian'an, Mägi, Reedik, Morrison, Alanna C., Padmanabhan, Sandosh, Pirie, Ailith, Polasek, Ozren, Porteous, David, Reiner, Alex P., Rivadeneira, Fernando, Rudan, Igor, Sala, Cinzia F., Schlessinger, David, Scott, Robert A., Stöckl, Doris, Visser, Jenny A., Völker, Uwe, Vozzi, Diego, Wilson, James G., Zygmunt, Marek, Boerwinkle, Eric, Buring, Julie E., Crisponi, Laura, Easton, Douglas F., Hayward, Caroline, Hu, Frank B., Liu, Simin, Metspalu, Andres, Pennell, Craig E., Ridker, Paul M., Strauch, Konstantin, Streeten, Elizabeth A., Toniolo, Daniela, Uitterlinden, André G., Ulivi, Sheila, Völzke, Henry, Wareham, Nicholas J., Wellons, Melissa, Franceschini, Nora, Chasman, Daniel I., Thorsteinsdottir, Unnur, Murray, Anna, Stefansson, Kari, Murabito, Joanne M., Ong, Ken K., Perry, John R. B.

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