Can we predict firms' innovativeness? The identification of innovation performers in an Italian region through a supervised learning approach von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von 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 von Gandin, Ilaria, Scagnetto, Arjuna, Romani, Simona, Barbati, Giulia

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A reference panel of 64,976 haplotypes for genotype imputation von McCarthy, Shane, Das, Sayantan, Kretzschmar, Warren, Delaneau, Olivier, Wood, Andrew R, Teumer, Alexander, Kang, Hyun Min, Fuchsberger, Christian, Danecek, Petr, Sharp, Kevin, Luo, Yang, Sidore, Carlo, Kwong, Alan, Timpson, Nicholas, Koskinen, Seppo, Vrieze, Scott, Scott, Laura J, Zhang, He, Mahajan, Anubha, Veldink, Jan, Peters, Ulrike, Pato, Carlos, van Duijn, Cornelia M, Gillies, Christopher E, Gandin, Ilaria, Mezzavilla, Massimo, Gilly, Arthur, Cocca, Massimiliano, Traglia, Michela, Angius, Andrea, Barrett, Jeffrey C, Boomsma, Dorrett, Branham, Kari, Breen, Gerome, Brummett, Chad M, Busonero, Fabio, Campbell, Harry, Chan, Andrew, Chen, Sai, Chew, Emily, Collins, Francis S, Corbin, Laura J, Smith, George Davey, Dedoussis, George, Dorr, Marcus, Farmaki, Aliki-Eleni, Ferrucci, Luigi, Forer, Lukas, Fraser, Ross M, Gabriel, Stacey, Levy, Shawn, Groop, Leif, Harrison, Tabitha, Hattersley, Andrew, Holmen, Oddgeir L, Hveem, Kristian, Kretzler, Matthias, Lee, James C, McGue, Matt, Meitinger, Thomas, Melzer, David, Min, Josine L, Mohlke, Karen L, Vincent, John B, Nauck, Matthias, Nickerson, Deborah, Palotie, Aarno, Pato, Michele, Pirastu, Nicola, McInnis, Melvin, Richards, J Brent, Sala, Cinzia, Salomaa, Veikko, Schlessinger, David, Schoenherr, Sebastian, Slagboom, P Eline, Small, Kerrin, Spector, Timothy, Stambolian, Dwight, Tuke, Marcus, Tuomilehto, Jaakko, Van den Berg, Leonard H, Van Rheenen, Wouter, Volker, Uwe, Wijmenga, Cisca, Toniolo, Daniela, Zeggini, Eleftheria, Gasparini, Paolo, Sampson, Matthew G, Wilson, James F, Frayling, Timothy, de Bakker, Paul I W, Swertz, Morris A, McCarroll, Steven, Kooperberg, Charles, Dekker, Annelot, Altshuler, David, Willer, Cristen, Iacono, William, Ripatti, Samuli

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microRNAs combined to radiomic features as a predictor of complete clinical response after neoadjuvant radio-chemotherapy for locally advanced rectal cancer: a preliminary study von Losurdo, Pasquale, Gandin, Ilaria, Belgrano, Manuel, Fiorese, Ilaria, Verardo, Roberto, Zanconati, Fabrizio, Cova, Maria Assunta, de Manzini, Nicolò

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CLINICAL MANIFESTATION AND PROGNOSIS OF DIFFERENT CARDIOMYOPATHIES ON THE BASE OF GENETIC BACKGROUND (GEN-PHEN) von 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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Cardiovascular Risk Factors and MRI Markers of Cerebral Small Vessel Disease: A Mendelian Randomization Study von Taylor-Bateman, Victoria, Gill, Dipender, Georgakis, Marios K., Malik, Rainer, Munroe, Patricia, Traylor, Matthew

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Autonomous artificial intelligence versus teleophthalmology for diabetic retinopathy von 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 von 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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Genome-wide association meta-analysis of individuals of European ancestry identifies new loci explaining a substantial fraction of hair color variation and heritability von Hysi, Pirro G., Valdes, Ana M., Liu, Fan, Furlotte, Nicholas A., Evans, David M., Bataille, Veronique, Visconti, Alessia, Hemani, Gibran, McMahon, George, Ring, Susan M., Smith, George Davey, Duffy, David L., Zhu, Gu, Gordon, Scott D., Medland, Sarah E., Lin, Bochao D., Willemsen, Gonneke, Jan Hottenga, Jouke, Vuckovic, Dragana, Girotto, Giorgia, Gandin, Ilaria, Sala, Cinzia, Concas, Maria Pina, Brumat, Marco, Gasparini, Paolo, Toniolo, Daniela, Cocca, Massimiliano, Robino, Antonietta, Yazar, Seyhan, Hewitt, Alex W., Chen, Yan, Zeng, Changqing, Uitterlinden, Andre G., Ikram, M. Arfan, Hamer, Merel A., van Duijn, Cornelia M., Nijsten, Tamar, Mackey, David A., Falchi, Mario, Boomsma, Dorret I., Martin, Nicholas G., Hinds, David A., Kayser, Manfred, Spector, Timothy D.

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DKC1 Overexpression Induces a More Aggressive Cellular Behavior and Increases Intrinsic Ribosomal Activity in Immortalized Mammary Gland Cells von 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 von 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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