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Autoencoders for Financial Anomaly Detection: A Review of Architectures, Evaluation Practice and Deployment Gaps por Alexander Haro-Sarango, Diana Castillo‐Martínez, Silvia Cachay-Salcedo, Jessica Karina Saavedra-Vasconez, Rosa Salcedo-Dávalos, Briseida Sotelo-Castro, Carlos Saavedra-Vasconez

Materias: “…anti-money laundering…”
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8th IAS Conference on HIV Pathogenesis, Treatment & Prevention 19-22 July 2015, Vancouver, Canada por Pate, KM, Pohlmeyer, C, Walker-Sperling, V, Foote, J, Najarro, K, Cryer, C, Salgado, M, Gama, L, Engle, E, Shirk, E, Queen, S, Chioma, S, Vermillion, M, Bullock, B, Li, M, Lyons, C, Adams, R, Zink, C, Clements, J, Mankowski, J, Blankson, J, Micci, L, Ryan, E, Fromentin, R, Benne, C, Chomont, N, Lifson, J, Paiardini, M, Lee, S, Chomont, N, Fromentin, R, Silicano, R, Silicano, J, Richman, D, O'Doherty, U, Palmer, S, Burbelo, P, Deeks, S, Ghneim, K, Ahlers, J, Fourati, S, Shive, C, Cameron, M, Mukerjee, P, Ghannoum, M, Rodriguez, B, Deeks, S, Lederman, M, Sekaly, R, Frange, P, Faye, A, Avettand-Fenoel, V, Bellaton, E, Deschamps, D, Angin, M, Caillat-Zucman, S, Peytavin, G, Le Chenadec, J, Warszawski, J, Rouzioux, C, Saez-Cirion, A, Chang, C, Cameron, P, Elliott, J, Perelson, A, Roche, M, Dantanarayana, A, Solomon, A, Naranbhai, V, Tenakoon, S, Hoh, R, McMahon, J, Sikaris, K, Hartogensis, W, Bacchetti, P, Hecht, F, Lifson, J, Deeks, S, Lewin, S, Byrareddy, S, Arthos, J, Cicala, C, Reimann, K, Parslow, T, Santangelo, P, Villinger, F, Fauci, A, Ansari, A, George, M, Weiser, B, Burger, H, Lewy, T, Anastos, K, Asmuth, D, Somsouk, M, Hunt, P, Min, Z, Miller, C, Li, XD, Hinkle, J, Shaw, A, Weaver, E, Klein, G, Viljoen, K, Wendoh, J, Karaoz, U, Brodie, E, Mulder, N, Botha, G, Kidzeru, E, Butcher, J, Gray, C, Rosenthal, K, Abimiku, A, Cameron, B, Stintzi, A, Jaspan, H, Schafer, J, Evans, T, Li, H, Reeves, RK, Kroon, M, Dunning, L, Hsiao, M, Myer, L, Crowell, CS, Maiga, AI, Sylla, M, Taiwo, B, Koné, N, Murphy, RL, Marcelin, A-G, Traore, B, Fofana, DB, Chadwick, EG, Ásbjörnsdóttir, KH, Slyker, JA, Wamalwa, D, De Rosa, S, Hughes, JP, Rowhani-Rahbar, A, Chohan, BH, Benki-Nugent, S, Tapia, K, John-Stewart, GC, Kizito, H, Gaur, A, Prasitsuebsai, W, Rakhmanina, N, Chokephaibulkit, K, Fourie, J, Bekker, L-G, Shao, Y, Bennett, S, Quirk, E, Prasitsuebsai, W, Teeraananchai, S, Truong, KH, Ananworanich, J, Chau, V, Van Nguyen, L, Kosalaraksa, Kurniati, N, Sudjaritruk, T, Chokephaibulkit, K, Singtoroj, T, Kerr, SJ, Sohn, AH, Lombaard, J, Bunupuradah, T, Flynn, P, Ramapuram, J, Ssali, F, Crauwels, H, Hoogstoel, A, Van Eygen, V, Stevens, M, Boven, K, Jao, J, Myer, L, Phillips, T, Petro, G, Zerbe, A, Abrams, EJ, Hanrahan, C, Martinson, N, Link-Barnes, G, Msandiwa, R, Chaisson, R, Golub, J, Evans, DH, Schnippel, K, Budgell, E, Shearer, K, Berhanu, R, Long, L, Rosen, S, Schultze, A, Efsen, AMW, Post, FA, Panteleev, A, Furrer, H, Miller, R, Losso, MH, Toibaro, J, Skrahin, A, Miro, JM, Caylà, JA, Girardi, E, Bruyand, M, Obel, N, Podlekareva, DN, Lundgren, JD, Mocroft, A, Kirk, O, Baddeley, A, Doherty, M, Kanchar, A, Matteelli, A, Timimi, HB, Getahun, H, Hosseinipour, M, Bisson, G, Miyahara, S, Sun, X, Moses, A, Riviere, C, Kirui, FK, Badal-Faesen, S, Lagat, D, Nyirenda, M, Naidoo, K, Hakim, J, Mugyenyi, P, Henostroza, G, Leger, PD, Lama, JR, Mohapi, L, Alave, J, Mave, V, Veloso, VG, Pillay, S, Kumarasamy, N, Bao, J, Hogg, E, Jones, L, Zolopa, A, Kumwenda, J, Gupta, A, Cohen, M, Chen, Y, McCauley, M, Gamble, T, Hosseinipour, M, Kumarasamy, N, Hakim, J, Kumwenda, N, Brum, T, Grinsztejn, B, Godbole, S, Chariyalertsak, S, Santos, RB, Mayer, K, Hoffman, I, Eshleman, S, Piwowar-Manning, E, Ou, S-S, Cottle, L, Makhema, J, Mills, L, Panchia, R, Badal-Faesen, S, Eron, J, Gallant, J, Havlir, D, Swindells, S, Elharrar, V, Burns, D, Taha, T, Nielsen, K, Celentano, D, Essex, M, Fleming, T, Jean, K, Puren, A, Cutler, E, Singh, B, Bouscaillou, J, Rain-Taljaard, R, Taljjard, D, Lissouba, P, Peytavin, G, Auvert, B, Jenkins, L, Nordio, J, Vasarhelyi, K, Nunez, A, Barrios, R, Rutherford, A, Iwuji, C, Dray-Spira, R, Calmy, A, Larmarange, J, Orne-Gliemann, J, Dabis, F, Pillay, D, Porter, K, Barnabas, R, van Rooyen, H, Tumwesigye, E, Brantley, J, Baeten, J, van Heerden, A, Turyamureeba, B, Joseph, P, Krows, M, Hughes, J, Celum, C, Eshleman, SH, Hudelson, SE, Ou, SS, Redd, AD, Swanstrom, R, Porcella, SF, Chen, YQ, Piwowar-Manning, E, McCauley, M, Gamble, T, Sievers, M, Martens, CA, Bruno, D, Ping, L-H, Dukhovlinova, E, Quinn, TC, Kumwenda, J, Maliwichi, M, Nhando, N, Akelo, V, Moyo, S, Panchia, R, Kumarasamy, N, Chotirosniramit, N, Rocha, MM, Bustorff, F, Grinsztejn, B, Mayer, KH, Hughes, JP, Cohen, MS, Haas, AD, Tenthani, L, Msukwa, MT, Jahn, A, Midiani, D, Mhango, E, Gadabu, O, Tal, K, Spörri, A, Egger, M, Chimbwandira, F, van Oosterhout, JJ, Keiser, O, Rosenberg, N, Mtande, T, Saidi, F, Stanley, C, Jere, E, Mwangomba, L, Kumwenda, K, Mofolo, I, Mwale, M, Chauma, A, Miller, WC, Hoffman, I, Hosseinipour, MC, Buzdugan, R, McCoy, SI, Watadzaushe, C, Dufour, M-SK, Petersen, M, Dirawo, J, Mushavi, A, Mujuru, HA, Mahomva, A, Engelsmann, B, Hakobyan, A, Mugurungi, O, Cowan, FM, Padian, NS, Lallemant, M, Amzal, B, Urien, S, Sripan, P, Cressey, T, Ngo-Giang-Huong, N, Rawangban, B, Sabsanong, P, Siriwachirachai, T, Jarupanich, T, Kanjanavikai, P, Wanasiri, P, Koetsawang, S, Jourdain, G, Le Cœur, S, Ochoa-Moreno, I, Mangenah, C, Buzdugan, R, Padian, NS, Mccoy, SI, Cowan, FM, Bautista-Arredondo, S, Wambura, M, Hayes, R, Grund, J, Kapiga, S, Mahler, H, Mshana, G, Kuringe, E, Plotkin, M, Bock, N, Larke, N, Changalucha, J, Weiss, H, Thirumurthy, H, Akello, I, Murray, K, Masters, S, Maman, S, Omanga, E, Agot, K, Duwve, J, Hoover, K, Conrad, C, Galang, R, Hillman, D, Hoots, B, Patel, M, Peters, P, Pontones, P, Roseberry, J, Shields, J, Waterhouse, D, Weidle, P, Galang, RR, Gentry, J, Peters, PJ, Blosser, SJ, Chapman, EL, Conrad, C, Duwve, JM, Ganova-Raeva, L, Heneine, W, Hillman, D, Jia, H, Liu, L, Luo, W, Lovchik, J, Masciotra, S, Owen, SM, Perez, A, Peyrani, P, Pontones, P, Ramachandran, S, Roseberry, JC, Sandoval, M, Shankar, A, Thai, H, Xia, G, Khudyakov, Y, Switzer, WM, Mannheimer, S, Hirsch-Moverman, Y, Loquere, A, Franks, J, Hughes, J, Ou, S-S, Amico, KR, Hendrix, C, Dye, BJ, Piwowar-Manning, E, Marzinke, M, Elharrar, V, Stirratt, M, Grant, RM, Holtz, TH, Chitwarakorn, A, Curlin, ME, Hughes, J, Amico, KR, Hendrix, C, Dye, BJ, Anderson, PL, Ou, S-S, Elharrar, V, Eshleman, SH, Stirratt, M, Grant, RM, Doherty, M, Beusenberg, M, Asamoah-Odei, E, Lule, F, Pendse, R, Ghidinelli, M, Lo, Y-R, Reidner, G, Donoghoe, M, Vitoria, M, Hirnschall, G, Levi, J, Raymond, A, Pozniak, A, Vernazza, P, Kohler, P, Ford, N, Hill, A, Wolff, M, Cortes, CP, Shepherd, BE, Giganti, M, Gowan, CM, Rawat, A, Uebel, KE, Moore, D, Yassi, A, Wilkinson, L, Harley, B, Jacobs, S, Cragg, C, Kriel, E, Solomon, S, Peton, N, Jennings, K, Youngleson, M, Grimsrud, A, Joy, J, Liang, R, McCloskey, R, Nguyen, T, Brumme, C, Colley, G, Hogg, R, Montaner, J, Harrigan, PR, Poon, A, Klein, K, Ratcliff, A, Nickel, G, Nankya, I, Lobritz, M, Gao, Y, Shattock, R, Arts, E, Kinloch, NN, Macmillan, DR, Le, AQ, Cotton, LA, Mccloskey, R, Bangsberg, DR, Buchbinder, S, Carrington, M, Fuchs, J, Harrigan, PR, Koblin, B, Markowitz, M, Mayer, K, Milloy, MJ, Schechter, MT, Wagner, T, Walker, BD, Carlson, JM, Poon, AFY, Brumme, ZL, Mesplède, T, Anstett, K, Osman, N, Hassounah, S, Liang, J, Han, Y, Wainberg, M, Demeulemeester, J, Vets, S, Schrijvers, R, Madlala, P, De Maeyer, M, De Rijck, J, Ndung'u, T, Debyser, Z, Gijsbers, R, Prentice, H, Tomaras, G, Geraghty, D, Apps, R, Fong, Y, Ehrenberg, P, Rolland, M, Kijak, G, Nelson, W, Decamp, A, Shen, X, Yates, N, Zolla-Pazner, S, Nitayaphan, S, Rerks-Ngarm, S, Pitisuttithum, P, Ferrari, G, Montefiori, D, McElrath, J, Bailer, R, Koup, R, O'Connell, R, Robb, M, Michael, N, Kim, J, Thomas, R, Peterson, C, Wang, J, Polacino, P, Holmes, M, Hu, S-L, Gregory, P, Kiem, H-P, Kaminski, R, Hu, W, Zhang, Y, Karn, J, Khalili, K, Chew, G, Fujita, T, Clayton, K, Ishii, N, Abdel-Mohsen, M, Liegler, T, Hecht, F, Ostrowski, M, Shikuma, C, Maurer, M, Korman, A, Deeks, S, Ndhlovu, L, Karn, J, Das, B, Dobrowolski, C, Scully, E, Deeks, S, Gandhi, M, Johnston, R, Bunupuradah, T, Kiertiburanakul, S, Avihingsanon, A, Chetchotisakd, P, Techapornroong, M, Leerattanapetch, N, Kantipong, P, Bowonwatanuwong, C, Banchongkit, S, Klinbuayaem, V, Mekviwattanawan, S, Nimitvilai, S, Jirajariyavej, S, Prasithsirikul, W, Munsakul, W, Bhakeecheep, S, Chaivooth, S, Phanuphak, P, Cooper, DA, Apornpong, T, Kerr, SJ, Emery, S, Ruxrungtham, K, Mills, T, Andrade, J, Diperri, G, Van Lunzen, J, Koenig, E, Elion, R, Cavassini, M, Madruga, JV, Brunetta, J, Shamblaw, D, Dejesus, E, Cohen, C, Plummer, A, Liu, Y, McCallister, S, Gupta, S, Pozniak, A, Arribas, J, Post, F, Bloch, M, Gathe, J, Benson, P, Custodio, J, Abram, M, Wei, X, Cheng, A, McCallister, S, Fordyce, M, Gatell, J, Raffi, F, Plettenberg, A, Smith, D, Portilla, J, Hoffmann, C, Arasteh, K, Thompson, M, Hagins, D, Morales-Ramirez, J, Xu, X, Teppler, H, Trahan, M-J, Lamarre, V, Metras, M-E, Lapointe, N, Kakkar, F, Hwang, C, Schürmann, D, Sobotha, C, Boffito, M, Sevinsky, H, Ray, N, Ravindran, P, Xiao, H, Krystal, M, Dicker, I, Grasela, D, Lataillade, M, Brunet, L, Moodie, EE, Young, J, Walmsley, S, Hull, M, Cooper, C, Klein, MB, Naggie, S, Cooper, C, Saag, M, Yang, JC, Stamm, LM, Pang, PS, McHutchison, JG, Dieterich, D, Sulkowski, MS, Wyles, D, Eron, JJ, Lalezari, J, Wang, C, Ruane, PJ, Blick, G, Bhatti, L, Hu, YB, Co, M, Gibbons, K, Trinh, R, Sulkowski, MS, Casado, JL, Bañon, S, Quereda, C, Moreno, A, Elías, MJP, Moreno, S, Saeed, S, Rollet-Kurhajec, K, Strumpf, EC, Klein, MB, Rockstroh, JK, Nelson, M, Katlama, C, Lalezari, J, Mallolas, J, Bloch, M, Matthews, G, Saag, MS, Zamor, P, Orkin, C, Gress, J, Shaughnessy, M, Klopfer, S, Platt, HL, Robertson, M, Sulkowski, M, Lacombe, K, Fontaine, H, Dhiver, C, Rosenthal, E, Metivier, S, Antonini-Michelle, T, Valantin, MA, Miailhes, P, Harent, S, Batisse, D, Pageaux, G-P, Aumaitre, H, Dominguez, S, Chas, J, Allegre, T, Lafeuillade, A, De Truchis, P, De Ledinghen, V, Leroy, V, Billaud, E, Sogni, P, Dabis, F, Wittkop, L, Duvivier, C, Filipovics, A, Fedchuk, L, Bennai, Y, Salmon, D, Karim, QA, Leask, K, Kharsany, A, Humphries, H, Ntombela, F, Samsunder, N, Baxter, C, Frohlich, J, van der Elst, L, Karim, SA, Thirumurthy, H, Masters, S, Rao, S, Murray, K, Omanga, E, Agot, K, Marshall, BDL, Elston, B, Dobrer, S, Montaner, J, Kerr, T, Wood, E, Milloy, M-J, Czaicki, N, Njau, P, Bautista-Arredondo, S, Simba, O, Padian, N, McCoy, S, Haber, N, Tanser, F, Herbst, K, Pillay, D, Bärnighausen, T, Pettifor, A, MacPhail, C, Selin, A, Gomez-Olivé, X, Hughes, J, Wagner, R, Mabuza, W, Mokoena, I, Eshleman, S, Piwowar-Manning, E, Twine, R, Julien, A, Marcus, C, Andrew, P, Wang, J, Xing, Y, McKinstry, L, Hamilton, E, Agyei, Y, Allison, S, Sato, P, Townley, E, Tollman, S, Kahn, K, Solomon, MM, Schechter, M, Liu, AY, McMahan, V, Guanira, JV, Hance, RJ, Chariyalertsak, S, Mayer, KH, Grant, RM, Liu, A, Cohen, S, Vittinghoff, E, Anderson, P, Doblecki-Lewis, S, Bacon, O, Chege, W, Elion, R, Buchbinder, S, Kolber, M, Henderson, F, Taylor, A, Chirwa, L, Williams, T, Borkowf, C, Kasonde, M, Mutanhaurwa, R, Matlhaba, O, Hageman, K, Casillas, P, Hosek, S, Rudy, B, Landovitz, R, Kapogiannis, B, Siberry, G, Liu, N, Rutledge, B, Brothers, J, Rooney, J, Wilson, CM, Hoagland, B, Veloso, VG, De Boni, RB, Madruga, JV, Kallas, EG, Fernandes, NM, Moreira, RI, Liu, AY, Grinsztejn, B, Nair, G, Justman, JE, Piper, J, Marzinke, M, Hendrix, C, Dai, J, Pan, J, Galaska, B, Levy, L, Shwartz, J, McGowan, I, Dezutti, C, Xu, J, Tang, W, Zou, H, Mahapatra, T, Hu, Q, Fu, G, Wang, Z, Lu, L, Zhuang, M, Chen, X, Fu, J, Yu, Y, Lu, J, Jiang, Y, Geng, W, Han, X, Shang, H, Wimonsate, W, Pattanasin, S, Sriporn, A, Luechai, P, Satumay, K, Tippanonth, N, Promda, N, Holtz, T, Chitwarakorn, A, Dunne, E, Chan, G, Bennett, A, Buskin, S, Dombrowski, J, Golden, M, Grosso, A, Stahlman, S, Mothopeng, T, Taruberekera, N, Ouedraogo, G, Ky-Zerbo, O, Pitche, V, Anato, S, Sithole, B, Mabuza, X, Ceesay, N, Diouf, D, Trapence, G, Umar, E, Baral, S, Khosropour, CM, Katz, DA, Dombrowski, JC, Golden, MR, Bavinton, BR, Jin, F, Prestage, G, Zablotska, I, Grinsztejn, B, Phanuphak, N, Friedman, RK, Grulich, AE, Sathane, I, Horth, R, Boothe, M, Baltazar, CS, Young, P, Fisher, H, Teodoro, E, Gouveia, ML, Lane, T, Mcfarland, W, Booth, R, Davis, J, Dvoryak, S, Brewster, J, Strathdee, S, Latkin, C, Joseph, B, Milloy, MJ, Nguyen, HH, Bui, DD, Dinh, TTT, Nguyen, MS, Tran, HT, Le Hai Nguyen, Van Nguyen, TT, Vu, QD, Nhan, T, Le, AKA, Nguyen, BC, Suthar, A, Lo, Y-R, Pham, HT, Le, MG, Nguyen, HL, Kato, M, Richardson, L, Kerr, T, Hogg, B, Guillemi, S, Montaner, J, Wood, E, Milloy, M-J, Cousien, A, Leclerc, P, Morissette, C, Bruneau, J, Roy, É, Yazdanpanah, Y, Cox, J, Bershteyn, A, Klein, D, Oishi, K, Eckhoff, P, Leisegang, R, Mcmahon, J, Hislop, M, Stinson, K, Boulle, A, Elliott, J, Maartens, G, Kim, A, Nganga, L, Mukui, I, Wamicwe, J, Mwanyumba, S, Bowen, N, Wiesner, L, De Cock, K, Han, L, Tang, W, Best, J, Zhang, Y, Kim, J, Liu, F, Mollan, K, Hudgens, M, Bayus, B, Terris-Prestholt, F, Galler, S, Yang, L, Peeling, R, Volberding, P, Ma, B, Yang, B, Huang, S, Fenton, K, Wei, C, Tucker, J, Dombrowski, JC, Hughes, JP, Buskin, SE, Simoni, JM, Katz, D, Fleming, M, Nunez, A, Golden, MR, Schmitz, K, Scheepers, E, Okonji, E, Kawooya, V, Yotebieng, M, Thirumurthy, H, Moracco, KE, Kawende, B, Chalachala, JL, Wenzi, LK, Ravelomanana, NLR, Edmonds, A, Thompson, D, Okitolonda, E, Behets, F, Musarandega, R, Mahomva, A, Robinson, J, Tumbare, E, Sen, PD, Hakobyan, A, Mushavi, A, Domercant, JW, Puttkammer, N, Lu, L, Francois, K, Duncan, D, Grand'Pierre, R, Lowrance, D, Adler, M, Tih, PM, Katayi, E, Mboh, E, Bonje, E, Lem, E, Awa, JC, Lim, JR, Duncan, D, Petit, L, Bianchi, F, Welty, T, Achu, MN, Tayong, G, Tene, G, Mosoko, JJ, Bolu, O, Kieffer, MP, Woelk, G, Mpofu, D, Cathcart, R, Okala, SG, King, DF, Shattock, RJ, Jacob, RA, Moyo, T, Schomaker, M, Abrahams, F, Pujol, BG, Dorfman, J, Valenzuela-Ponce, H, Ávila-Ríos, S, Garrido-Rodríguez, D, García-Téllez, T, Soto-Nava, M, Escamilla-Gómez, T, García-Morales, C, Cortés-Álvarez, J, Hernández-Juan, R, Murakami-Ogasawara, A, Mejía-Villatoro, C, Pascale, J, Porras, G, Quant, C, Lorenzana, I, Meza, R, Palou, E, Manzanero, M, Reyes-Terán, G, Mailiiard, RB, Smith, KN, Piazza, P, Mullins, JI, Rinaldo, CR, Planas, D, Gosselin, A, Monteiro, P, Goulet, J-P, Da Fonseca, S, Cléret-Buhot, A, Jenabian, M-A, Routy, J-P, Ancuta, P, Jensen, K, dela Pena-Ponce, MG, Piatak, M, Jacobs, W, Fennelly, G, Mollan, K, Hudgens, M, Kozlowski, P, Amedee, A, Estes, J, Lifson, J, Van Rompay, K, Larsen, M, De Paris, K, Malatinkova, E, De Spiegelaere, W, Bonczkowski, P, Kiselinova, M, Vervisch, K, Trypsteen, W, Johnson, M, Verhofstede, C, de Looze, D, Murray, C, Loes, SK-D, Vandekerckhove, L, Fletcher, JLK, Pinyakorn, S, de Souza, M, Akapirat, S, Trichavaroj, R, Pankam, T, Kroon, E, Colby, D, Prueksakaew, P, Suttichom, D, Kim, JH, Phanuphak, P, Phanuphak, N, Ananworanich, J, Vandendriessche, A, Mourez, T, Lemée, V, Debab, Y, Peytavin, G, Ladner, J, Caron, F, Plantier, J-C, Leporrier, J, Colby, D, Phanuphak, N, Sirivichayakul, S, Prueksakaew, P, Saengtawan, P, Trichavaroj, R, Crowell, T, Kim, J, Ananworanich, J, Phanuphak, P, Argento, E, Duff, P, Bingham, B, Nguyen, P, Strathdee, S, Shannon, K, Namey, E, Perry, B, Headley, J, Yao, KA, Ouattara, M, Shighata, C, Ferguson, M, Lane, T, Sibanyoni, M, Manyuchi, A, Osmand, T, Marr, A, Grasso, M, Isdahl, Z, Mutanha, N, Makhubela, P, Silima, M, Zuma, N, Struthers, H, McIntyre, J, Rees, H, Venter, F, Lancaster, K, Lungu, T, Hosseinipour, M, Chadwick, K, Dibb, Z, Go, VF, Pence, BW, Powers, KA, Hoffman, IF, Miller, WC, Sedaghat, A, Karamouzian, M, Sharifi, H, Mirzazadeh, A, Shokoohi, M, Haghdoost, A, Schwartz, S, Lambert, A, Phaswana-Mafuya, N, Holland, C, Kose, Z, Mcingana, M, Sweitzer, S, Baral, S, Grimsrud, A, Lesosky, M, Kalombo, C, Bekker, L-G, Myer, L, Caballero, P, Da Silva, CM, Da Cruz, M, Plazy, M, ElFarouki, K, Iwuji, C, Okesola, N, Orne-Gliemann, J, Larmarange, J, Newell, M-L, Pillay, D, Dabis, F, Dray-Spira, R, Rebeiro, PF, Cesar, C, Shepherd, BE, De Boni, RB, Cortés, C, Rodriguez, F, Belaunzarán-Zamudio, P, Pape, JW, Padgett, D, Hoces, D, McGowan, CC, Cahn, P, Pilcher, C, Hatano, H, Dasgupta, A, Jones, D, Torres, S, Calderon, F, Ospina-Norvell, C, Hartogensis, W, Demicco, E, Geng, E, Gandhi, M, Havlir, D, Wagner, A, Njuguna, I, Mugo, C, Inwani, I, Maleche-Obimbo, E, Sherr, K, Wamalwa, D, John-Stewart, G, Slyker, J, Bandason, T, Mchugh, G, Ferrand, R, Munyati, S, Kranzer, K, Chonzi, P, Elyanu, P, Magongo, E, Asire, B, Lukabwe, I, Bitimwine, H, Katureebe, C, Achii, P, Mulema, V, Dziuban, E, Sugandhi, N, Musiime, V, Namuwenge, N, Musinguzi, J, Manno, EC, Bamford, A, Conejo, PR, Marquez, L, Mellado, MJ, Muñoz-Fernández, MÁ, Spoulou, V, Klein, N, Ananworanich, J, Della Negra, M, Ziegler, JB, Meanson, E, Lyall, H, Shingadia, D, Di Biagio, A, Giacomet, V, Vibeke, R, de Sousa Marques, HH, Salo, E, Volokha, A, Scherpbier, HJ, Niehues, T, Levy, J, Marczynska, M, Mardarescu, M, Reliquet, V, Giaquinto, C, Bernardi, S, Palma, P, Ronen, K, Mcgrath, C, Langat, A, Kinuthia, J, Omolo, D, Singa, B, Katana, A, Nganga, L, John-Stewart, G, Krebs, E, Min, JE, Barrios, R, Montaner, J, Nosyk, B, Kelly, S, Shattock, A, Kerr, C, Stuart, R, Papoyan, A, Grigoryan, T, Hovhannisyan, R, Grigoryan, S, Wilson, D, Rajkotia, Y, Zang, O, Nguimkeu, P, Djurovic, I, Estill, J, Ford, N, Salazar-Vizcaya, L, Haas, A, Blaser, N, Egger, M, Habiyambere, V, Keiser, O, Chuma, B, Koseki, S, Musau, S, Johns, B, Gatome-Munyua, A, Honermann, B, Millett, G, Lindsey, K, Wijayaratne, S, Sherwood, J, MacAllister, J, Le, A, Taylor, J, Dong, W, McCloskey, R, Woods, C, Hayashi, K, Milloy, M-J, Harrigan, PR, Poon, AF, Brumme, ZL, Garrido-Rodriguez, D, Avila-Rios, S, Valenzuela-Ponce, H, García-Tellez, T, Quiroz-Morales, V, García-Morales, C, Soto-Nava, M, Murakami-Ogasawara, A, Fernandez-Lopez, JC, Terán, GR, Alcami, J, Bermejo, M, Descours, B, Mateos, E, Lederman, MM, Benkirane, M, Coiras, M, Purcell, D, Jacobson, J, Harty, L, Jarman, K, Lackovic, K, Khoury, G, Mota, T, Lee, M, Bernardi, G, Saleh, S, Sonza, S, Lewin, S, Capoferri, A, Sievers, M, Redd, A, Cash, A, Xu, D, Porcella, SF, Quinn, T, Siliciano, RF, Levis, M, Ambinder, RF, Durand, CM, Lee, S-K, Zhou, S, Archin, N, Margolis, D, Swanstrom, R, Alcaide, M, Chisembele, M, Malupande, E, Arheart, K, Jones, D, Fischl, M, Vicol, LA, Hornsberger, A, Pick, N, Van Schalkwyk, J, Bloomenthal, D, Christilaw, J, Money, D, Pyra, M, Heffron, R, Mugo, NR, Nanda, K, Thomas, KK, Celum, C, Kourtis, AP, Baeten, JM, Ajibola, G, Shapiro, R, Zash, R, Holmes, L, Batlang, O, Ramogothobeng, K, Chilisa, F, Bennett, K, Makhema, J, Lockman, S, Powis, K, Lippman, SA, Pettifor, AP, Neilands, TB, MacPhail, C, Peacock, D, Maman, S, Twine, R, Selin, A, Kahn, K, Derksen, L, Muula, A, van Oosterhout, J, van Lettow, M, Matengeni, A, Sodhi, S, Katz, D, Golden, M, Hughes, J, Farquhar, C, Stekler, J, Lippman, SA, Moran, ME, Ventura, A, Castillo, LS, Buchbinder, S, Treves-Kagan, S, Sevelius, JM, Mavedzenge, SN, Sibanda, E, Mavengere, Y, Hatzold, K, Mugurungi, O, Ncube, G, Cowan, F, Muffih, PT, Mboh, E, Fang, E, Wainfen, W, Fon, H, Welty, T, Shields, R, Golden, M, Bachireddy, C, Izenberg, J, Soule, M, Dvoryak, S, Altice, F, Nosyk, B, Min, JE, Evans, E, Li, L, Liu, L, Lima, V, Wood, E, Montaner, J, Beletsky, L, Gonzalez-Zuniga, P, Rangel, G, Werb, D, Arredondo, J, Strathdee, SA, Lambdin, BH, Nyandindi, C, Bruce, D, Sabuni, N, Magimba, A, Matiko, E, Milloy, M-J, Kerr, T, Hogg, R, Guillemi, S, Montaner, J, Wood, E, Merlini, E, Iannuzzi, F, Bai, F, Trunfio, M, Bonora, S, Calcagno, A, Cannizzo, ES, Basilissi, M, Bini, T, Monforte, AD, Marchetti, G, O'Brien, M, Manches, O, Wilen, C, Wu, V, Sunseri, N, Bhardwaj, N, Bego, MG, Côté, ÉA, Aschman, N, Mercier, J, Weissenhorn, W, Cohen, ÉA, Turrini, F, Kajaste-Rudnitski, A, Marelli, SS, Van Lint, C, Das, AT, Berkout, B, Vicenzi, E, Simpson, S, deSilva, T, Yindom, L-M, Leligdowicz, A, Vincent, T, Rowland-Jones, S, Webb, GM, Chew, GM, Fujita, T, Burwitz, BJ, Wu, HL, Reed, JS, Hammond, KB, Hansen, SG, Maurer, M, Korman, AJ, Ndhlovu, LC, Sacha, JB, Esser, S, Geisel, MHM, Arendt, M, Schulze, C, Holzendorf, V, Warnke, A, Brockmeyer, NH, Hower, M, Schadendorf, D, Neumann, T, Eisele, L, Erbel, R, Moebus, S, Jöckel, K-H, Reinsch, N, Hamzah, L, Tiraboschi, JM, Toby, M, Iveson, H, Mant, C, John, C, Burling, K, Kulasegaram, R, Teague, A, Post, FA, Fox, J, Grant, P, Kitch, D, McComsey, G, Collier, A, Koletar, S, Erlandson, K, Yin, M, Bartali, B, Ha, B, Melbourne, K, Brown, T, Sudjaritruk, T, Bunupuradah, T, Aurpibul, L, Kosalaraksa, Kurniati, N, Puthanakit, T, Spinner, CD, Kern, KE, Noe, S, von Werder, A, Schwerdtfeger, C, Schmid, RM, Zink, A, Wolf, E, Iakoubov, R, Paraskevis, D, Nikolopoulos, G, Sypsa, V, Psichogiou, M, Malliori, M, Friedman, SR, Hatzakis, A, Thompson, LH, Wertheim, JO, Reza, T, Wylie, JL, Emmanuel, F, Brooks, J, Blanchard, JF, Sandstrom, P, Tee, KK, Kantor, R, Sungkanuparph, S, Takebe, Y, Li, P, Ditangco, R, Phanuphak, P, Sirisanthana, T, Sim, B, Ratanasuwan, W, Kantipong, P, Mustafa, M, Merati, TP, Jiamsakul, A, Singtoroj, T, Kamarulzaman, A, Sulaberidze, L, Mirzazadeh, A, Chikovani, I, Shengelia, N, Tsereteli, N, Gotsadze, G, Mulawa, M, Reyes, H, Foshee, V, Halpern, C, Kajula, L, Maman, S, Treves-Kagan, S, Ayadi, AE, Pettifor, A, MacPhail, C, Twine, R, Maman, S, Kahn, K, Lippman, SA, Camlin, CS, Ssemmondo, E, Chamie, G, Kwarisiima, D, Sang, N, Bukusi, EA, Cohen, CR, Kamya, MR, Havlir, D, Schley, A, Skowronska, E, Okonji, E, Scheepers, E, Feldacker, C, Myers, S, Cesar, F, Parades, Z, Ferrao, C, Citao, SC, Mudender, F, Golden, M, Mark, J, Kinuthia, J, Osoti, A, Gone, M, Asila, V, Parikh, S, Krakowiak, D, Betz, B, Richardson, B, Roxby, A, Farquhar, C, Pina, C, Dange, A, Neytra, S, Kambli, H, Karambe, S, Chhabra, R, Patel, V, Ndlovu, B, Hermanus, T, Tumba, N, Moore, P, Jaggernath, M, Walker, BD, Morris, L, Ndung'u, T, Leitman, EM, Hurst, J, Mori, M, Matthews, PC, Frahm, N, Kublin, J, Gray, GE, Goulder, PJ, Demarco, T, Rountree, W, Hora, B, Chen, Y, Keinonen, S, Racz, L, Daniell, L, Louzao, R, Sanchez, A, Busch, M, Denny, T, Gao, F, Johnson, A, Jacob, R, Haeryfar, M, Dikeakos, J, Mohammed, T, Gaseitsiwe, S, Matlhagela, K, Matsheka, M, Moyo, S, Musonda, R, Moukambi, F, Rabezanahary, H, Rodrigues, V, Estaquier, J, Ndjoyi-Mbiguino, A, Nzengui, GFN, Kamdem, HM, Bélec, L, Viana, R, Xaba, T, Stojiljkovic, T, Gunther, N, Wallis, C, Grimsrud, A, Cornell, M, Schomaker, M, Fox, MP, Orrell, C, Prozesky, H, Stinson, K, Tanser, F, Egger, M, Myer, L, Nsumba, MS, Barbara, C, Musomba, RZ, Kaimal, A, Ivan, K, Isaac, L, Laurence, J, Rosalind, P-R, Andrew, K, Khan, A, Hans, L, Gonzales, L, Carmona, S, Hsiao, N-Y, Brophy, J, Lee, T, Sauve, L, Bitnun, A, Singer, J, Kakkar, F, Lapointe, N, Alimenti, A, Money, D, Vaudry, W, Samson, L, Singer, J, Bitnun, A, Lee, T, Samson, L, Brophy, J, Money, D, Alimenti, A, Vaudry, W, Kakkar, F, Lapointe, N, Sauve, L, du Lou, AD, Pannetier, J, Ravalihasy, A, Gosselin, A, Supervie, V, Bajos, N, Lert, F, Lydie, N, Dray-Spira, R, Kerani, R, Herbeck, J, Buskin, S, Dombrowski, J, Bennett, A, Barash, E, Barbee, L, Golden, M, Chang, L, Grabowski, MK, Ssekubugu, R, Nalugoda, F, Reynolds, S, Lessler, J, Moore, S, Quinn, T, Gray, R, Serwadda, D, Wawer, M, Ramachandran, A, Manabe, Y, Rajasingham, R, Shah, M, Schwarz, M, Flick, R, Harawa, M, Simon, K, Kim, M, Robison, J, Ahmed, S, Schramm, B, Tayea, A, Wolters, L, Nicholas, S, Masiku, CW, Zolowere, DB, Mhango, E, Kandulu, JR, Etard, J-F, Amaros, I, Szumilin, E, Gueguen, M, Ndulue, N, Etsetowaghan, A, Gabriel, C, Ibrahim, J, Seclen-Palacin, J, Natumanya, E, Nabitaka, L, Bitarakwate, E, Ismail, S, Moshgabadi, N, Galli, R, Daly, A, Ko, SMS, Zhang, M, Westgard, T, Bulpitt, A, Shackleton, CR

Materias: “…Viral load…”
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Burnout, estrategias afrontamiento y satisfacción laboral en enfermeros por Ilasaca-Ortega, Jessica Esther, Epiquien-Rojas, Rut Catalina, Diaz Orihuela, Maria Magdalena, Alberca-Lonzoy, Ana Lourdes

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Designing Spaces for Learning: The Role of Architecture in Education por Juan Alberto Almirón Cuentas, David Hugo Bernedo-Moreira

Materias: “…school location…”
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Factors Determining Surface Skid Resistance in Hydraulic Concrete Pavements: A Literature Review por Kenji Quispe Medina, Christian Levi Geraldo Caruajulca, Jhoel Peralta Cabanillas

Materias: “…traffic load…”
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Omission of Axillary Dissection Following Nodal Downstaging With Neoadjuvant Chemotherapy por Giacomo Montagna, Mary M. Mrdutt, Susie X. Sun, Callie Hlavin, Emilia J. Diego, Stephanie M. Wong, Andrea V. Barrio, Astrid Botty van den Bruele, Neslihan Cabıoğlu, Varadan Sevilimedu, Laura H. Rosenberger, E. Shelley Hwang, Abigail Ingham, Bärbel Papassotiropoulos, Bich Doan Nguyen-Sträuli, Christian Kurzeder, Danilo Díaz Aybar, Denise Vorburger, Dieter Michael Matlac, Edvin Ostapenko, Fabian Riedel, Florian Fitzal, Francesco Meani, Franziska Fick, Jacqueline Sagasser, Jörg Heil, Hasan Karanlık, Konstantin J. Dedes, László Romics, Maggie Banys‐Paluchowski, Mahmut Müslümanoğlu, María del Rosario Cueva Pérez, Marcelo Chávez Díaz, Martin Heidinger, Mathias K. Fehr, Mattea Reinisch, Mustafa Tükenmez, Nadia Maggi, Nicola Rocco, Nina Ditsch, Oreste ­Gentilini, Régis Resende Paulinelli, Sebastián Solé Zarhi, Sherko Küemmel, S. Bruz̆as, Simona Di Lascio, Tamara K. Parissenti, Tanya L. Hoskin, Uwe Güth, Valentina Ovalle, Christoph Tausch, Henry M. Kuerer, Abigail S. Caudle, Jean-François Boileau, Judy C. Boughey, Thorsten Kühn, Monica Morrow, William P. Weber

Materias: “…Neoplasm Recurrence, Local…”
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Disability and severe depression among Peruvian older adults: analysis of the Peru Demographic and Family Health Survey, ENDES 2017 por Barboza, Joshuan J., Soriano Moreno, Anderson Nelver Elías, Copez-Lonzoy, Anthony, Pacheco‐Mendoza, Josmel, Toro‐Huamanchumo, Carlos J.

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Depletion study and estimation of the withdrawal period for enrofloxacin in pacu (P iaractus mesopotamicus) por Jonas Augusto Rizzato Paschoal, Silvia Pilco-Quesada, Lígia Uribe Gonçalves, José Eurico Possebon Cyrino, Félix Guillermo Reyes Reyes

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Transformation of student-centred approach in the context of digitalisation of education por A. Kharkivska, Alla, V. Molchaniuk, Olha, O. Prokopenko, Alona, O. Palchyk, Oksana, V. Kadenko, Iryna, B. Borzyk, Olena

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Role of nursing in the care of the patient with respiratory failure por Chávez G. Hilda-Lucila, Lenny Y. Ureta-Rios, Alicia Ponce-Valencia, María Teresa Cabanillas-Chávez, Wilter C. Morales-García

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Socio-demographic Characteristics Associated with Caregiver Burden in People with Severe Disabilities: A Cross-Sectional Study in Peru por Orfelina Arpasi-Quispe, David Javier-Aliaga, Keila Ester Miranda Limachi, José Luis Illescas-Ayala, Marisol Yolanda Liñan-Solis, Jacksaint Saintila

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Pretreatment HIV Drug Resistance and Virologic Outcomes to First-Line Antiretroviral Therapy in Peru por Jaime Soria, Raquel Mugruza, Molly Levine, Segundo R. León, Jorge Arévalo, Eduardo Ticona, Ingrid A. Beck, Lisa M. Frenkel

Materias: “…Viral load…”
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Community-Based Accompaniment with Supervised Antiretrovirals for HIV-Positive Adults in Peru: A Cluster-Randomized Trial por Megan McLaughlin, Molly F. Franke, Maribel Muñoz, Adrianne Katrina Nelson, Olga Saldaña, Janeth Santa Cruz, Milagros Wong, Zibiao Zhang, Leonid Lecca, Eduardo Ticona, Jorge Arévalo, Eduardo Sánchez, J.L. Sebastián, Sonya Shin

Materias: “…Viral load…”
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HIV Drug Therapy in the Americas 8–10 May 2014, Rio de Janeiro, Brazil

Materias: “…Viral load…”
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TECHNOLOGY FOR WATER PURIFICATION IN RURAL AREAS SUCH AS ADAPTATION TO CLIMATE CHANGE IN THE CALLEJON OF HUAYLAS, ANCASH - PERU por MARTIN HUAMÁN CARRANZA, KIKO FELIX DEPAZ CELI, NINO ARAUJO JAMANCA, JUDITH FLORES ALBORNOZ

“…Tecnología de potabilización de agua en zonas rurales como medida de adaptación al cambio climático en el Callejón de Huaylas, Ancash - Perú…”

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Correction: Neurologic symptoms following COVID-19 in Lima, Peru: a prospective longitudinal observational study por Hanalise V. Huff, Carla Villanueva-Colina, Monica M. Diaz, Sofia Tovar, Andrea Davila Luna, Tianxia Wu, Davidson H. Hamer, Igor J. Koralnik, Tom Solomon, Miguela A. Caniza, Patricia García

Materias: “…Health Sciences Medicine Neurology Long-Term Effects of COVID-19…”
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