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A machine learning approach to identify patients at risk for long-term consequences after pulmonary embolism

Title:	A machine learning approach to identify patients at risk for long-term consequences after pulmonary embolism
Authors:	Nopp, Stephan^Aff1; Spielvogel, Clemens^Aff2; Bikdeli, Behnood^{Aff3, Aff4, Aff5}; Alberich-Conesa, Ana^Aff6; Hernández-Blasco, Luis^{Aff7, Aff8}; Peris, Mª Luisa^{Aff9, Aff10}; Otero, Remedios^{Aff11, Aff12, Aff13}; Jiménez, David^{Aff13, Aff14, Aff15}; Monreal, Manuel^{Aff13, Aff16}; Ay, Cihan^{Aff1, IDs41598025148931_cor1}; Agudo de Blas, P.^Aff17; Aibar, J.^Aff18; Alberich-Conesa, A.^Aff6; Alda-Lozano, A.^Aff19; Alfonso, J.^Aff20; Alonso-Carrillo, J.^Aff17; Álvarez-Vega, P.^Aff21; Amado, C.^Aff22; Angelina-García, M.^Aff23; Arcelus, J. I.^Aff24; Ballaz, A.^Aff25; Barba, R.^Aff23; Barbagelata, C.^Aff26; Barrón, M.^Aff27; Barrón-Andrés, B.^Aff27; Bascuñana, J.^Aff17; Blanco-Molina, Á.^Aff28; Bustos-Carpio, J.^Aff29; Casado, I.^Aff30; Chasco, L.^Aff25; Claver, G.^Aff31; De Juana-Izquierdo, C.^Aff32; Del Toro, J.^Aff33; Demelo-Rodríguez, P.^Aff33; Díaz-Brasero, A. M.^Aff34; Díaz-Pedroche, M. C.^Aff17; Díaz-Peromingo, J. A.^Aff35; Dubois-Silva, Á.^Aff26; Escribano, J. C.^Aff36; Fernández-Capitán, C.^Aff37; Fernández-Jiménez, B.^Aff38; Fernández-Reyes, J. L.^Aff39; Fidalgo, M. A.^Aff40; Francisco, I.^Aff6; Gabara, C.^Aff18; Galeano-Valle, F.^Aff33; García-Bragado, F.^Aff6; García-González, C.^Aff17; García-Ortega, A.^Aff32; Gavín-Sebastián, O.^Aff41; Gil de Gómez, M. A.^Aff25; Gil-Díaz, A.^Aff42; Gómez-Cepeda, C.^Aff34; Gómez-Cuervo, C.^Aff17; González-Martínez, J.^Aff43; González-Munera, A.^Aff44; Gorostidi, J.^Aff21; Grau, E.^Aff45; Guirado, L.^Aff46; Gutiérrez-Guisado, J.^Aff47; Hernández-Blasco, L.^Aff48; Jara-Palomares, L.^Aff49; Jiménez, D.^Aff50; Jou, I.^Aff6; Joya, M. D.^Aff23; Láinez-Justo, S.^Aff34; Lecumberri, R.^Aff51; Lobo, J. L.^Aff52; López-Jiménez, L.^Aff28; López-Miguel, P.^Aff53; López-Núñez, J. J.^Aff54; López-Ruiz, A.^Aff55; López-Sáez, J. B.^Aff56; Lorenzo, A.^Aff37; Madridano, O.^Aff57; Maestre, A.^Aff36; Marchena, P. J.^Aff58; Marcos, M.^Aff51; Martín-del Pozo, M.^Aff57; Martín-Martos, F.^Aff59; Maza, J. M.^Aff57; Mercado, M. I.^Aff39; Molino, A.^Aff60; Monreal, M.^Aff61; Monzón, L.^Aff62; Navas, M. S.^Aff63; Nieto, J. A.^Aff64; Núñez-Fernández, M. J.^Aff65; Ordieres, L.^Aff33; Ortiz, O.^Aff18; Otálora, S.^Aff46; Otero, R.^Aff49; Pacheco-Gómez, N.^Aff66; Pagán, J.^Aff67; Parra-Caballero, P.^Aff29; Pedrajas, J. M.^Aff60; Pérez-Amorós, J.^Aff48; Pérez-Cabezas, A.^Aff48; Pérez-Ductor, C.^Aff32; Pérez-Pinar, M.^Aff64; Peris, M. L.^Aff9; Pesce, M. L.^Aff68; Porras, J. A.^Aff69; Puchades, R.^Aff37; Puche, G.^Aff46; Rivas, A.^Aff70; Rivera-Cívico, F.^Aff71; Rodríguez-Cobo, A.^Aff62; Romero-Bruguera, M.^Aff38; Salgueiro, G.^Aff37; Sánchez-Juez, A.^Aff29; Sancho, T.^Aff37; Sendín, V.^Aff60; Sigüenza, P.^Aff54; Soler, S.^Aff72; Sota-Yoldi, L. A.^Aff21; Suárez-Fernández, S.^Aff20; Tirado, R.^Aff63; Torrents-Vilar, A.^Aff73; Torres, M. I.^Aff37; Trujillo-Santos, J.^Aff59; Uresandi, F.^Aff74; Valle, R.^Aff22; Varona, J. F.^Aff75; Vázquez, E.^Aff76; Villalobos, A.^Aff77; Villarejo, C.^Aff77; Villares, P.^Aff62; Ay, C.^Aff1; Nopp, S.^Aff1; Pabinger, I.^Aff1; Vanassche, T.^Aff78; Verhamme, P.^Aff78; Verstraete, A.^Aff78; Rocha, A. T.^Aff79; Yoo, H. H. B.^Aff80; Montenegro, A. C.^Aff81; Morales, S. N.^Aff81; Roa, J.^Aff81; Hirmerova, J.^Aff82; Malý, R.^Aff83; Acassat, S.^Aff84; Bertoletti, L.^Aff84; Brehon, M.^Aff85; Bura-Riviere, A.^Aff86; Catella, J.^Aff87; Chopard, R.^Aff88; Couturaud, F.^Aff89; Espitia, O.^Aff90; Le Mao, R.^Aff89; Leclercq, B.^Aff91; Mahé, I.^Aff92; Moustafa, F.^Aff93; Plaisance, L.^Aff92; Poenou, G.^Aff84; Quéré, I.^Aff94; Sarlon-Bartoli, G.^Aff91; Suchon, P.^Aff91; Versini, E.^Aff92; Schellong, S.^Aff95; Rashidi, F.^Aff96; Sadeghipour, P.^Aff97; Tahmasbi, F.^Aff96; Brenner, B.^Aff98; Kennet, G.^Aff99; Tzoran, I.^Aff98; Barillari, G.^Aff100; Basaglia, M.^Aff101; Bilora, F.^Aff102; Bissacco, D.^Aff103; Brandolin, B.^Aff104; Casana, R.^Aff105; Ciammaichella, M. M.^Aff105; Colaizzo, D.^Aff106; Di Micco, P.^Aff107; Giorgi-Pierfranceschi, M.^Aff108; Grandone, E.^Aff106; Lambertenghi-Deliliers, D.^Aff103; Marcon, C.^Aff100; Poz, A.^Aff100; Prandoni, P.^Aff102; Simioni, P.^Aff102; Siniscalchi, C.^Aff101; Taflaj, B.^Aff105; Tufano, A.^Aff109; Visonà, A.^Aff104; Zalunardo, B.^Aff104; Skride, A.^Aff110; Tazi-Mezalek, Z.^Aff111; Fonseca, S.^Aff112; Marques, R.^Aff112; Meireles, J.^Aff112; Pinto, S.^Aff113; Bosevski, M.^Aff114; Zdraveska, M.^Aff115; Barco, S.^Aff116; Bounameaux, H.^Aff117; Keller, S.^Aff118; Mazzolai, L.^Aff118; Porceddu, E.^Aff118; Aujayeb, A.^Aff119; Angiolillo, D. J.^Aff120; Bikdeli, B.^{Aff3, Aff4, Aff5}; Caprini, J. A.^Aff121; Khalil, A.^Aff122; Ortega-Paz, L.^Aff120; Tafur, J.^Aff121; Weinberg, I.^Aff122; Bui, H. M.^Aff123
Source:	Scientific Reports. 15(1)
Database:	Springer Nature Journals