Going by the numbers : Learning and modeling COVID-19 disease dynamics

por Basu, Sayantani, Campbell, Roy H.
Publicado 2020

Assured cloud computing

por Campbell, Roy H, Kwiat, Kevin A, Kamhoua, Charles A
Publicado 2018

Analysis and prediction of unplanned intensive care unit readmission using recurrent neural networks with long short-term memory

por Lin, Yu-Wei, Zhou, Yuqian, Faghri, Faraz, Shaw, Michael J., Campbell, Roy H.
Publicado 2019

Big Data: Astronomical or Genomical?

por Stephens, Zachary D., Lee, Skylar Y., Faghri, Faraz, Campbell, Roy H., Zhai, Chengxiang, Efron, Miles J., Iyer, Ravishankar, Schatz, Michael C., Sinha, Saurabh, Robinson, Gene E.
Publicado 2015

Application of Aligned-UMAP to longitudinal biomedical studies

por Dadu, Anant, Satone, Vipul K., Kaur, Rachneet, Koretsky, Mathew J., Iwaki, Hirotaka, Qi, Yue A., Ramos, Daniel M., Avants, Brian, Hesterman, Jacob, Gunn, Roger, Cookson, Mark R., Ward, Michael E., Singleton, Andrew B., Campbell, Roy H., Nalls, Mike A., Faghri, Faraz
Publicado 2023

Identification and prediction of Parkinson’s disease subtypes and progression using machine learning in two cohorts

por Dadu, Anant, Satone, Vipul, Kaur, Rachneet, Hashemi, Sayed Hadi, Leonard, Hampton, Iwaki, Hirotaka, Makarious, Mary B., Billingsley, Kimberley J., Bandres‐Ciga, Sara, Sargent, Lana J., Noyce, Alastair J., Daneshmand, Ali, Blauwendraat, Cornelis, Marek, Ken, Scholz, Sonja W., Singleton, Andrew B., Nalls, Mike A., Campbell, Roy H., Faghri, Faraz
Publicado 2022

Multi-modality machine learning predicting Parkinson’s disease

por Makarious, Mary B., Leonard, Hampton L., Vitale, Dan, Iwaki, Hirotaka, Sargent, Lana, Dadu, Anant, Violich, Ivo, Hutchins, Elizabeth, Saffo, David, Bandres-Ciga, Sara, Kim, Jonggeol Jeff, Song, Yeajin, Maleknia, Melina, Bookman, Matt, Nojopranoto, Willy, Campbell, Roy H., Hashemi, Sayed Hadi, Botia, Juan A., Carter, John F., Craig, David W., Van Keuren-Jensen, Kendall, Morris, Huw R., Hardy, John A., Blauwendraat, Cornelis, Singleton, Andrew B., Faghri, Faraz, Nalls, Mike A.
Publicado 2022

Association of Variants in the SPTLC1 Gene With Juvenile Amyotrophic Lateral Sclerosis

por Johnson, Janel O., Chia, Ruth, Miller, Danny E., Li, Rachel, Kumaran, Ravindran, Abramzon, Yevgeniya, Alahmady, Nada, Renton, Alan E., Topp, Simon D., Gibbs, J. Raphael, Cookson, Mark R., Sabir, Marya S., Dalgard, Clifton L., Troakes, Claire, Jones, Ashley R., Shatunov, Aleksey, Iacoangeli, Alfredo, Al Khleifat, Ahmad, Ticozzi, Nicola, Silani, Vincenzo, Gellera, Cinzia, Blair, Ian P., Dobson-Stone, Carol, Kwok, John B., Bonkowski, Emily S., Palvadeau, Robin, Tienari, Pentti J., Morrison, Karen E., Shaw, Pamela J., Al-Chalabi, Ammar, Brown, Robert H., Calvo, Andrea, Mora, Gabriele, Al-Saif, Hind, Gotkine, Marc, Leigh, Fawn, Chang, Irene J., Perlman, Seth J., Glass, Ian, Scott, Anna I., Shaw, Christopher E., Basak, A. Nazli, Landers, John E., Chiò, Adriano, Crawford, Thomas O., Smith, Bradley N., Traynor, Bryan J., Smith, Bradley N., Ticozzi, Nicola, Fallini, Claudia, Gkazi, Athina Soragia, Topp, Simon D., Scotter, Emma L., Kenna, Kevin P., Keagle, Pamela, Tiloca, Cinzia, Vance, Caroline, Troakes, Claire, Colombrita, Claudia, King, Andrew, Pensato, Viviana, Castellotti, Barbara, Baas, Frank, ten Asbroek, Anneloor L. M. A., McKenna-Yasek, Diane, McLaughlin, Russell L., Polak, Meraida, Asress, Seneshaw, Esteban-Pérez, Jesús, Stevic, Zorica, D’Alfonso, Sandra, Mazzini, Letizia, Comi, Giacomo P., Del Bo, Roberto, Ceroni, Mauro, Gagliardi, Stella, Querin, Giorgia, Bertolin, Cinzia, van Rheenen, Wouter, Rademakers, Rosa, van Blitterswijk, Marka, Lauria, Giuseppe, Duga, Stefano, Corti, Stefania, Cereda, Cristina, Corrado, Lucia, Sorarù, Gianni, Williams, Kelly L., Nicholson, Garth A., Blair, Ian P., Leblond-Manry, Claire, Rouleau, Guy A., Hardiman, Orla, Morrison, Karen E., Veldink, Jan H., van den Berg, Leonard H., Al-Chalabi, Ammar, Pall, Hardev, Shaw, Pamela J., Turner, Martin R., Talbot, Kevin, Taroni, Franco, García-Redondo, Alberto, Wu, Zheyang, Glass, Jonathan D., Gellera, Cinzia, Ratti, Antonia, Brown, Robert H., Silani, Vincenzo, Shaw, Christopher E., Landers, John E., Dalgard, Clifton L., Adeleye, Adelani, Soltis, Anthony R., Alba, Camille, Viollet, Coralie, Bacikova, Dagmar, Hupalo, Daniel N., Sukumar, Gauthaman, Pollard, Harvey B., Wilkerson, Matthew D., Martinez, Elisa McGrath, Abramzon, Yevgeniya, Ahmed, Sarah, Arepalli, Sampath, Baloh, Robert H., Bowser, Robert, Brady, Christopher B., Brice, Alexis, Broach, James, Campbell, Roy H., Camu, William, Chia, Ruth, Cooper-Knock, John, Ding, Jinhui, Drepper, Carsten, Drory, Vivian E., Dunckley, Travis L., Eicher, John D., England, Bryce K., Faghri, Faraz, Feldman, Eva, Floeter, Mary Kay, Fratta, Pietro, Geiger, Joshua T., Gerhard, Glenn, Gibbs, J. Raphael, Gibson, Summer B., Glass, Jonathan D., Hardy, John, Harms, Matthew B., Heiman-Patterson, Terry D., Hernandez, Dena G., Jansson, Lilja, Kirby, Janine, Kowall, Neil W., Laaksovirta, Hannu, Landeck, Natalie, Landi, Francesco, Le Ber, Isabelle, Lumbroso, Serge, MacGowan, Daniel J. L., Maragakis, Nicholas J., Mora, Gabriele, Mouzat, Kevin, Murphy, Natalie A., Myllykangas, Liisa, Nalls, Mike A., Orrell, Richard W., Ostrow, Lyle W., Pamphlett, Roger, Pickering-Brown, Stuart, Pioro, Erik P., Pletnikova, Olga, Pliner, Hannah A., Pulst, Stefan M., Ravits, John M., Renton, Alan E., Rivera, Alberto, Robberecht, Wim, Rogaeva, Ekaterina, Rollinson, Sara, Rothstein, Jeffrey D., Scholz, Sonja W., Sendtner, Michael, Shaw, Pamela J., Sidle, Katie C., Simmons, Zachary, Singleton, Andrew B., Smith, Nathan, Stone, David J., Tienari, Pentti J., Troncoso, Juan C., Valori, Miko, Van Damme, Philip, Van Deerlin, Vivianna M., Van Den Bosch, Ludo, Zinman, Lorne, Landers, John E., Chiò, Adriano, Traynor, Bryan J., Angelocola, Stefania M., Ausiello, Francesco P., Barberis, Marco, Bartolomei, Ilaria, Battistini, Stefania, Bersano, Enrica, Bisogni, Giulia, Borghero, Giuseppe, Brunetti, Maura, Cabona, Corrado, Calvo, Andrea, Canale, Fabrizio, Canosa, Antonio, Cantisani, Teresa A., Capasso, Margherita, Caponnetto, Claudia, Cardinali, Patrizio, Carrera, Paola, Casale, Federico, Chiò, Adriano, Colletti, Tiziana, Conforti, Francesca L., Conte, Amelia, Conti, Elisa, Corbo, Massimo, Cuccu, Stefania, Dalla Bella, Eleonora, D’Errico, Eustachio, DeMarco, Giovanni, Dubbioso, Raffaele, Ferrarese, Carlo, Ferraro, Pilar M., Filippi, Massimo, Fini, Nicola, Floris, Gianluca, Fuda, Giuseppe, Gallone, Salvatore, Gianferrari, Giulia, Giannini, Fabio, Grassano, Maurizio, Greco, Lucia, Iazzolino, Barbara, Introna, Alessandro, La Bella, Vincenzo, Lattante, Serena, Lauria, Giuseppe, Liguori, Rocco, Logroscino, Giancarlo, Logullo, Francesco O., Lunetta, Christian, Mandich, Paola, Mandrioli, Jessica, Manera, Umberto, Manganelli, Fiore, Marangi, Giuseppe, Marinou, Kalliopi, Marrosu, Maria Giovanna, Martinelli, Ilaria, Messina, Sonia, Moglia, Cristina, Mora, Gabriele, Mosca, Lorena, Murru, Maria R., Origone, Paola, Passaniti, Carla, Petrelli, Cristina, Petrucci, Antonio, Pozzi, Susanna, Pugliatti, Maura, Quattrini, Angelo, Ricci, Claudia, Riolo, Giulia, Riva, Nilo, Russo, Massimo, Sabatelli, Mario, Salamone, Paolina, Salivetto, Marco, Salvi, Fabrizio, Santarelli, Marialuisa, Sbaiz, Luca, Sideri, Riccardo, Simone, Isabella, Simonini, Cecilia, Spataro, Rossella, Tanel, Raffaella, Tedeschi, Gioacchino, Ticca, Anna, Torriello, Antonella, Tranquilli, Stefania, Tremolizzo, Lucio, Trojsi, Francesca, Vasta, Rosario, Vacchiano, Veria, Vita, Giuseppe, Volanti, Paolo, Zollino, Marcella, Zucchi, Elisabetta
Publicado 2021