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Evaluation of Machine Learning Models for Clinical Prediction Problems.

Autor: Nelson Sanchez-Pinto, L., Bennett, Tellen D., Sanchez-Pinto, L Nelson

Publikováno v: Pediatric Critical Care Medicine; May2022, Vol. 23 Issue 5, p405-408, 4p

Contributors

Autor: Abecassis, Isaac Josh, Agbeko, Rachel S., Adelson, P. David, Alder, Matthew N., Al Ibrahim, Omar, Almodovar, Melvin C., Aminoff, Alexandra R., Amlie-LeFond, Catherine, Angus, Derek C., Arvedson, Joan C., Aspesberro, Francois, Baatz, John E., Baden, Harris P., Badugu, Srinivasarao, Bakar, Adnan M., Banker, Katherine, Bass, John L., Bayir, Hülya, Beaulieu, Pierre, Becker, Lance B., Bell, Michael J., Bender, M.A., Benton, Wade W., Berg, Robert A., Biagas, Katherine V., Bishop, Naomi B., Blatt, Julie, Blowey, Douglas L., Blumer, Jeffrey L., Bonow, Robert H., Brandom, Barbara W., Brilli, Richard J., Brogan, Thomas V., Bronicki, Ronald A., Browd, Samuel R., Bunchman, Timothy E., Burns, Jeffrey P., Caglar, Derya, Campbell, Sally, Carcillo, Joseph A., Carrillo-Lopez, Hector, Cashen, Katherine, Cassara, Antonio, Charpie, John R., Chavez, Adrian, Chun, Robert H., Clark, Jonna Derbenwick, Clark, Robert S.B., Clement, Katherine C., Conlon, Thomas, Conway, Edward E., Jr., Coopersmith, Craig M., Corey, Seth J., Cox, Peter N., Curley, Martha A.Q., Czosnyka, Marek, Dalton, Heidi J., Damian, Mihaela, Davis, Peter J., de Prost, Nicolas, Deutschman, Clifford S., Dezfulian, Cameron, Diekema, Douglas S., Doctor, Allan, Doherty, Meaghan, Dorfman, Molly V., Downes, John J., Dreyfuss, Didier, Duncan, Christine, Dupree, Phylicia D., Eigen, Howard, El-Hassan, Nahed, Eriksson, Carl O., Felmet, Kate, Fineman, Jeffrey R., Fink, Ericka L., Fish, Frank A., Fitzgerald, Tamara N., Flynn, Joseph T., Pérez Fontán, J. Julio, Forbes, Michael J., Forbess, Joseph M., Franzon, Deborah E., Frazier, W. Joshua, Fricker, F. Jay, Fuhrman, Bradley P., Garcia-Casal, Xiomara, Gardner, Rebecca, Gilad, Eli, Ginther, Richard M., Jr., Glaser, Nicole, Goodman, Denise M., Graciano, Ana Lía, Greathouse, Kristin C., Greenwald, Bruce M., Gunnarsson, Björn, Gupta, Punkaj, Hall, Mark W., Han, Yong Y., Harding, Cary O., Hartman, Mary E., Hartmann, Silvia M., Heard, Christopher M.B., Hernan, Lynn J., Heulitt, Mark J., Hoffman, Julien I., Horslen, Simon, Hunyady, Agnes I., Ibsen, Laura Marie, IJsselstijn, Hanneke, Inglis, Andrew, Jr., Irby, Gretchen A. Linggi, Irby, Olivia K., Ishak, Gisele E., Jackson, Travis C., Jacob, Susan, Jamal, Shelina M., Jardine, David, Jarillo, Alberto, Jeziorski, Alison M., Joashi, Umesh, Joshi, Prashant, Kagan, Richard J., Kannankeril, Prince J., Kanter, Robert K. ^†, Karam, Oliver, Kaspar, Cristin D.W., Khemani, Robinder G., King, Mary A., Kirk, Christa C. Jefferis, Kissoon, Niranjan (Tex), Kochanek, Patrick M., Kocis, Keith C., Kocoshis, Samuel A., Koh, Tsingyi, Kong, Ada, Koves, Ildiko H., Kulik, Thomas J., Kumar, Vasanth H., Lacroix, Jacques, Lakshminrusimha, Satyan, Lee, Thomas J., Leiner, Marie, Levin, Daniel L., Lewis-Newby, Mithya, Lieh-Lai, Mary W., Litalien, Catherine, Lopez-Magallon, Alejandro, Lynch, Robert, Lyons, John D., Maiyegun, Sitratullah, Makley, Amy T., Maldonado, Alfredo, Markovitz, Barry, Mazur, Paula M., McArthur, Jennifer, McLaughlin, Gwenn E., McLean, Susan F., Mehta, Nilesh M., Mehta, Renuka, Melvin, Ann J., Mian, Ayesa N., Mittal, Rohit, Moloney-Harmon, Patricia A., Monagle, Paul, Moorthy, Chet, Morrison, Wynne, Munoz, Ricardo, Munshi, Raj, Murthy, Srinivas, Muszynski, Jennifer A., Nadkarni, Vinay M., Nakagawa, Thomas A., Naran, Navyn, Neumayr, Tara M., Nishisaki, Akira, Norwood, Victoria F., Notterman, Daniel A., Nugent, Alan W., Oishi, Peter, Ojemann, Jeffrey, Orr, Richard A., Ouellette, Yves, Parakininkas, Daiva, Parker, Robert I., Pasala, Sanjiv, Pearson-Shaver, Tony, Peinado, Jesus, Peters, Mark J., Pfeiffer, Brent J., Phillipi, Carrie A., Pinsk, Maury N., Pollack, Murray M., Pon, Steven, Preston, Tom, Rajapreyar, Prakad, Ray, Samiran, Reade, Erin P., Remy, Kenneth E., Rhee, Eileen, Ricard, Jean-Damien, Richardson, Nicole L., Roberts, Joan S., Rogers, Stephen, Roth, Kimberly R., Rotta, Alexandre T., Rowin, Mark E., Rubin, Lewis P., Ruppel, Randall, Ryan, Rita M., Said, Ahmed, Sainte-Thomas, Nagela, Salonia, Rosanne, Sambalingam, Devaraj, Nelson Sanchez-Pinto, L., Sandquist, Mary, Sarnaik, Ajit A., Sarnaik, Ashok P., Saumon, Georges, Sawin, Robert, Scanlon, Matthew C., Schenkman, Kenneth A., Schexnayder, Stephen M., Schleien, Charles L., Schwartz, George J., Schwartz, Steven M., Schwenk, Hayden T., Seibel, Gabrielle Douthitt, Shaw, Dennis W.W., Shein, Steven L., Shepard, Charles W., Shoykhet, Michael, Simon, Dennis W., Sivarajan, V. Ben, Skippen, Peter, Smith, Lincoln S., Spaeder, Michael C., Speicher, Richard H., Spinella, Philip C., Standage, Stephen, Steinhorn, David M., Stewart, Claire, Storm, Elizabeth A., Stroud, Michael H., Su, Erik, Sutton, Robert M., Symons, Jordan M., Talano, Julie-An, Tamburro, Robert T., Jr., Tasker, Robert C., Thompson, Ann E., Tilton, Ann H., Tobias, Joseph D., Todres, I. David ^†, Torgerson, Troy, Traube, Chani, Tucci, Marisa, Turner, David A., Tyroch, Alan H., Cleave, Alisa Van, van der Velden, Meredith G., Vaughan, David J., Vazquez, Erika, Venkataraman, Shekhar T., Visoiu, Mihaela, von Saint André-von Arnim, Amélie, Vora, Surabhi B., Waghmare, Alpana, Wainwright, Mark S., Wakeham, Martin, Wallace, Carol A., Wallisch, Jessica S., Watson, R. Scott, Webb, Ashley N., Weiss, Scott L., Wenger, Jesse, Wheeler, Derek S., Wilson, Harry, Wong, Hector R., Wood, Ellen Glenn, Woolf, Alan D., Yaghmai, Beryl F., Yanay, Ofer, Zerr, Danielle M., Zheng, Hengqi (Betty), Zimmerman, Jerry J.

Publikováno v: In Pediatric Critical Care Edition: Fifth Edition. 2017:v-xxi

44: DATA-DRIVEN PHENOTYPES OF MULTIPLE ORGAN DYSFUNCTION SYNDROME IN CRITICALLY ILL CHILDREN.

Autor: Nelson Sanchez-Pinto, L., Pinto, Neethi

Publikováno v: Critical Care Medicine; 2019 Supplement, Vol. 47, p22-22, 1p