Search Results - "Gandin, Ilaria"

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

“…The study shows the feasibility of predicting firms' expenditures in innovation, as reported in the Community Innovation Survey, applying a supervised…”
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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

“…Patients with type 2 diabetes mellitus (T2DM) have more than twice the risk of developing heart failure (HF) compared to patients without diabetes. The present…”
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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

“…Diverse genetic backgrounds often lead to phenotypic heterogeneity in cardiomyopathies (CMPs). Previous genotype-phenotype studies have primarily focused on…”
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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

“…Machine learning (ML) methods to build prediction models starting from electrocardiogram (ECG) signals are an emerging research field. The aim of the present…”
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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

“…The genomic variation of the Italian peninsula populations is currently under characterised: the only Italian whole-genome reference is represented by the…”
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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

“…Idiopathic pulmonary fibrosis (IPF) is a rare and severe disease with a median survival of ~3 years. Nintedanib (NTD) has been shown to be useful in…”
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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

“…Genome-wide association studies (GWAS) of quantitative electrocardiographic (ECG) traits in large consortia have identified more than 130 loci associated with…”
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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

“…Systemic sclerosis (SSc) is an incurable connective tissue disease characterized by decreased peripheral blood perfusion due to microvascular damage and skin…”
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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

“…Staging of melanoma and follow up after melanoma diagnosis aims at predicting risk and detecting progression or recurrence at early stage, respectively in…”
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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

“…Background: Sarcoidosis is a systemic inflammatory disease characterized by an altered inflammatory response. Objective: The aim of this study was to evaluate…”
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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

“…[Display omitted] •Interpretability is a fundamental requirement for predictive models in healthcare.•Long Short-Term Memory Neural Networks are suitable for…”
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A reference panel of 64,976 haplotypes for genotype imputation by 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

“…Jonathan Marchini, Gonçalo Abecasis, Richard Durbin and colleagues describe the construction of a reference panel of human haplotypes from whole-genome…”
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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 by Losurdo, Pasquale, Gandin, Ilaria, Belgrano, Manuel, Fiorese, Ilaria, Verardo, Roberto, Zanconati, Fabrizio, Cova, Maria Assunta, de Manzini, Nicolò

“…Objective To define a predictive Artificial Intelligence (AI) algorithm based on the integration of a set of biopsy-based microRNAs expression data and…”
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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

“…Purpose: To assess the role of artificial intelligence (AI) based automated software for detection of Diabetic Retinopathy (DR) compared with the evaluation of…”
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Cardiovascular Risk Factors and MRI Markers of Cerebral Small Vessel Disease: A Mendelian Randomization Study by Taylor-Bateman, Victoria, Gill, Dipender, Georgakis, Marios K., Malik, Rainer, Munroe, Patricia, Traylor, Matthew

“…Cardiovascular risk factors have been implicated in the etiology of cerebral small vessel disease (CSVD); however, whether the associations are causal remains…”
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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

“…Electrocardiographic PR interval measures atrio-ventricular depolarization and conduction, and abnormal PR interval is a risk factor for atrial fibrillation…”
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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 by 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.

“…Hair color is one of the most recognizable visual traits in European populations and is under strong genetic control. Here we report the results of a…”
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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

“…Dyskerin is a nucleolar protein involved in the small nucleolar RNA (snoRNA)-guided pseudouridylation of specific uridines on ribosomal RNA (rRNA), and in the…”
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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

“…Uromodulin is expressed exclusively in the thick ascending limb and is the most abundant protein excreted in normal urine. Variants in UMOD, which encodes…”
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