Circular-SWAT for deep learning based diagnostic classification of Alzheimer's disease: application to metabolome data

Autor: Kaddurah-Daouk, Rima, Kueider-Paisley, Alexandra, Doraiswamy, P. Murali, Blach, Colette, Moseley, Arthur, Thompson, Will, St John-Williams, Lisa, Mahmoudiandehkhordi, Siamak, Tenenbaum, Jessica, Welsh-Balmer, Kathleen, Plassman, Brenda, Saykin, Andrew J., Nho, Kwangsik, Risacher, Shannon L., Kastenmüller, Gabi, Arnold, Matthias, Han, Xianlin, Baillie, Rebecca, Knight, Rob, Dorrestein, Pieter, Brewer, James, Mayer, Emeran, Labus, Jennifer, Baldi, Pierre, Gupta, Arpana, Fiehn, Oliver, Barupal, Dinesh, Meikle, Peter, Mazmanian, Sarkis, Rader, Dan, Kling, Mitchel, Shaw, Leslie, Trojanowski, John, van Duijin, Cornelia, Nevado-Holgado, Alejo, Bennett, David, Krishnan, Ranga, Keshavarzian, Ali, Vogt, Robin, Ikram, Arfan, Hankemeier, Thomas, Thiele, Ines, Price, Nathan, Funk, Cory, Baloni, Priyanka, Jia, Wei, Wishart, David, Brinton, Roberta, Chang, Rui, Farrer, Lindsay, Au, Rhoda, Qiu, Wendy, Würtz, Peter, Koal, Therese, Mangravite, Lara, Krumsiek, Jan, Suhre, Karsten, Newman, John, Moreno, Herman, Foroud, Tatania, Sacks, Frank, Jansson, Janet, Weiner, Michael W., Aisen, Paul, Petersen, Ronald, Jack, Clifford R., Jr., Jagust, William, Trojanowki, John Q., Toga, Arthur W., Beckett, Laurel, Green, Robert C., Morris, John C., Perrin, Richard J., Shaw, Leslie M., Khachaturian, Zaven, Carrillo, Maria, Potter, William, Barnes, Lisa, Bernard, Marie, Gonzalez, Hector, Ho, Carole, Hsiao, John K., Jackson, Jonathan, Masliah, Eliezer, Masterman, Donna, Okonkwo, Ozioma, Perrin, Richard, Ryan, Laurie, Silverberg, Nina, Fleisher, Adam, Sacrey, Diana Truran, Fockler, Juliet, Conti, Cat, Veitch, Dallas, Neuhaus, John, Jin, Chengshi, Nosheny, Rachel, Ashford, Miriam, Flenniken, Derek, Kormos, Adrienne, Montine, Tom, Rafii, Michael, Raman, Rema, Jimenez, Gustavo, Donohue, Michael, Gessert, Devon, Salazar, Jennifer, Zimmerman, Caileigh, Cabrera, Yuliana, Walter, Sarah, Miller, Garrett, Coker, Godfrey, Clanton, Taylor, Hergesheimer, Lindsey, Smith, Stephanie, Adegoke, Olusegun, Mahboubi, Payam, Moore, Shelley, Pizzola, Jeremy, Shaffer, Elizabeth, Sloan, Brittany, Harvey, Danielle, Forghanian-Arani, Arvin, Borowski, Bret, Ward, Chad, Schwarz, Christopher, Jones, David, Gunter, Jeff, Kantarci, Kejal, Senjem, Matthew, Vemuri, Prashanthi, Reid, Robert, Fox, Nick C., Malone, Ian, Thompson, Paul, Thomopoulos, Sophia I., Nir, Talia M., Jahanshad, Neda, DeCarli, Charles, Knaack, Alexander, Fletcher, Evan, Tosun-Turgut, Duygu, Chen, Stephanie Rossi, Choe, Mark, Crawford, Karen, Yushkevich, Paul A., Das, Sandhitsu, Koeppe, Robert A., Reiman, Eric M., Chen, Kewei, Mathis, Chet, Landau, Susan, Cairns, Nigel J., Householder, Erin, Franklin, Erin, Bernhardt, Haley, Taylor-Reinwald, Lisa, Korecka, Magdalena, Figurski, Michal, Neu, Scott, Apostolova, Liana G., Shen, Li, Foroud, Tatiana M., Nudelman, Kelly, Faber, Kelley, Wilmes, Kristi, Thal, Leon, Silbert, Lisa C., Lind, Betty, Crissey, Rachel, Kaye, Jeffrey A., Carter, Raina, Dolen, Sara, Quinn, Joseph, Schneider, Lon S., Pawluczyk, Sonia, Becerra, Mauricio, Teodoro, Liberty, Dagerman, Karen, Spann, Bryan M., Vanderswag, Helen, Ziolkowski, Jaimie, Heidebrink, Judith L., Zbizek-Nulph, Lisa, Lord, Joanne L., Mason, Sara S., Albers, Colleen S., Knopman, David, Johnson, Kris, Villanueva-Meyer, Javier, Pavlik, Valory, Pacini, Nathaniel, Lamb, Ashley, Kass, Joseph S., Doody, Rachelle S., Shibley, Victoria, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Stern, Yaakov, Honig, Lawrence S., Mintz, Akiva, Ances, Beau, Winkfield, David, Carroll, Maria, Stobbs-Cucchi, Georgia, Oliver, Angela, Creech, Mary L., Mintun, Mark A., Schneider, Stacy, Geldmacher, David, Love, Marissa Natelson, Griffith, Randall, Clark, David, Brockington, John, Marson, Daniel, Grossman, Hillel, Goldstein, Martin A., Greenberg, Jonathan, Mitsis, Effie, Shah, Raj C., Lamar, Melissa, Samuels, Patricia, Duara, Ranjan, Greig-Custo, Maria T., Rodriguez, Rosemarie, Albert, Marilyn, Onyike, Chiadi, Farrington, Leonie, Rudow, Scott, Brichko, Rottislav, Kielb, Stephanie, Smith, Amanda, Raj, Balebail Ashok, Fargher, Kristin, Sadowski, Martin, Wisniewski, Thomas, Shulman, Melanie, Faustin, Arline, Rao, Julia, Castro, Karen M., Ulysse, Anaztasia, Chen, Shannon, Sheikh, Mohammed O., Singleton-Garvin, Jamika, Petrella, JeffreyR., James, Olga, Wong, Terence Z., Borges-Neto, Salvador, Karlawish, Jason H., Wolk, David A., Vaishnavi, Sanjeev, Clark, Christopher M., Arnold, Steven E., Smith, Charles D., Jicha, Gregory A., Raslau, Flavius D., Lopez, Oscar L., Oakley, MaryAnn, Simpson, Donna M., Porsteinsson, Anton P., Martin, Kim, Kowalski, Nancy, Keltz, Melanie, Goldstein, Bonnie S., Makino, Kelly M., Ismail, M. Saleem, Brand, Connie, Thai, Gaby, Pierce, Aimee, Yanez, Beatriz, Sosa, Elizabeth, Witbracht, Megan, Kelley, Brendan, Nguyen, Trung, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Levey, Allan I., Lah, James J., Hajjar, Ihab, Cellar, Janet S., Burns, Jeffrey M., Swerdlow, Russell H., Brooks, William M., Silverman, Daniel H.S., Kremen, Sarah, Apostolova, Liana, Tingus, Kathleen, Lu, Po H., Bartzokis, George, Woo, Ellen, Teng, Edmond, Graff-Radford, Neill R., Parfitt, Francine, Poki-Walker, Kim, Farlow, Martin R., Hake, Ann Marie, Matthews, Brandy R., Brosch, Jared R., Herring, Scott, van, Christopher H., Mecca, Adam P., Good, Susan P., MacAvoy, Martha G., Carson, Richard E., Varma, Pradeep, Chertkow, Howard, Vaitekunis, Susan, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Heyn, Chris (Chinthaka), Robin Hsiung, Ging-Yuek, Kim, Ellen, Mudge, Benita, Sossi, Vesna, Feldman, Howard, Assaly, Michele, Finger, Elizabeth, Pasternak, Stephen, Rachinsky, Irina, Kertesz, Andrew, Drost, Dick, Rogers, John, Grant, Ian, Muse, Brittanie, Rogalski, Emily, Robson, Jordan, Mesulam, M.-Marsel, Kerwin, Diana, Wu, Chuang-Kuo, Johnson, Nancy, Lipowski, Kristine, Weintraub, Sandra, Bonakdarpour, Borna, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Rosen, Howard J., Miller, Bruce L., Perry, David, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, MCCann, Kelly, Poe, Jessica, Sperling, Reisa A., Johnson, Keith A., Marshall, Gad A., Yesavage, Jerome, Taylor, Joy L., Chao, Steven, Coleman, Jaila, White, Jessica D., Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Belden, Christine M., Atri, Alireza, Clark, Kelly A., Zamrini, Edward, Sabbagh, Marwan, Killiany, Ronald, Stern, Robert, Mez, Jesse, Kowall, Neil, Budson, Andrew E., Obisesan, Thomas O., Ntekim, Oyonumo E., Wolday, Saba, Khan, Javed I., Nwulia, Evaristus, Nadarajah, Sheeba, Lerner, Alan, Ogrocki, Paula, Tatsuoka, Curtis, Fatica, Parianne, Maillard, Pauline, Olichney, John, Carmichael, Owen, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Borrie, Michael, Lee, T.-Y., Bartha, Dr Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M., Perrin, Allison, Burke, Anna, Scharre, Douglas W., Kataki, Maria, Tarawneh, Rawan, Hart, David, Zimmerman, Earl A., Celmins, Dzintra, Miller, Delwyn D., BolesPonto, Laura L., Smith, Karen Ekstam, Koleva, Hristina, Shim, Hyungsub, Nam, Ki Won, Schultz, Susan K., Williamson, Jeff D., Craft, Suzanne, Cleveland, Jo, Yang, Mia, Sink, Kaycee M., Ott, Brian R., Drake, Jonathan, Tremont, Geoffrey, Daiello, Lori A., Drake, Jonathan D., Ritter, Aaron, Bernick, Charles, Munic, Donna, O'Connelll, Abigail, Mintzer, Jacobo, Wiliams, Arthur, Masdeu, Joseph, Shi, Jiong, Garcia, Angelica, Newhouse, Paul, Potkin, Steven, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Kittur, Smita, Pearlson, Godfrey D., Blank, Karen, Anderson, Karen, Flashman, Laura A., Seltzer, Marc, Hynes, Mary L., Santulli, Robert B., Relkin, Norman, Chiang, Gloria, Lee, Athena, Lin, Michael, Ravdin, Lisa, Petersen, Ron, Neylan, Thomas, Grafman, Jordan, Danowski, Sarah, Nguyen-Barrera, Catherine, Hayes, Jacqueline, Finley, Shannon, Bernstein, Matthew, Senjem, Matt, Foster, Norm, Kim, Sungeun, Sood, Ajay, Blanchard, Kimberly S., Fleischman, Debra, Arfanakis, Konstantinos, Varon, Daniel, Greig, Maria T., Petrella, Jeffrey R., Goldstein, Bonnie, Martin, Kimberly S., Reist, Christopher, Sadowsky, Carl, Martinez, Walter, Villena, Teresa, Rosen, Howard, Marshall, Gad, Peskind, Elaine R., Petrie, Eric C., Li, Gail, Mackin, Scott, Jimenez-Maggiora, Gustavo, Drake, Erin, Donohue, Mike, Nelson, Craig, Bickford, David, Butters, Meryl, Zmuda, Michelle, Reyes, Denise, Faber, Kelley M., Nudelman, Kelly N., Au, Yiu Ho, Scherer, Kelly, Catalinotto, Daniel, Stark, Samuel, Ong, Elise, Fernandez, Dariella, Jo, Taeho, Kim, Junpyo, Bice, Paula, Huynh, Kevin, Wang, Tingting, Meikle, Peter J., Giles, Corey

Publikováno v: In eBioMedicine November 2023 97

The genetic architecture of the human cerebral cortex

Autor: Grasby, Katrina L, Jahanshad, Neda, Shatokhina, Natalia, Mirza-Schreiber, Nazanin, Moreira, Jose C V, Mühleisen, Thomas W, Müller-Myhsok, Bertram, Najt, Pablo, Nakahara, Soichiro, Nho, Kwangsik, Olde Loohuis, Loes M, Orfanos, Dimitri Papadopoulos, Pearson, John F, Zsembik, Leo C P, Pitcher, Toni L, Pütz, Benno, Quidé, Yann, Ragothaman, Anjanibhargavi, Rashid, Faisal M, Reay, William R, Redlich, Ronny, Reinbold, Céline S, Repple, Jonathan, Richard, Geneviève, Thomopoulos, Sophia I, Riedel, Brandalyn C, Risacher, Shannon L, Rocha, Cristiane S, Mota, Nina Roth, Salminen, Lauren, Saremi, Arvin, Saykin, Andrew J, Schlag, Fenja, Schmaal, Lianne, Schofield, Peter R, Zhu, Alyssa H, Secolin, Rodrigo, Shapland, Chin Yang, Shen, Li, Shin, Jean, Shumskaya, Elena, Sønderby, Ida E, Sprooten, Emma, Tansey, Katherine E, Teumer, Alexander, Thalamuthu, Anbupalam, Strike, Lachlan T, Tordesillas-Gutiérrez, Diana, Turner, Jessica A, Uhlmann, Anne, Vallerga, Costanza Ludovica, van der Meer, Dennis, van Donkelaar, Marjolein M J, van Eijk, Liza, van Erp, Theo G M, van Haren, Neeltje E M, van Rooij, Daan, Agartz, Ingrid, van Tol, Marie-José, Veldink, Jan H, Verhoef, Ellen, Walton, Esther, Wang, Mingyuan, Wang, Yunpeng, Wardlaw, Joanna M, Wen, Wei, Westlye, Lars T, Whelan, Christopher D, Alhusaini, Saud, Witt, Stephanie H, Wittfeld, Katharina, Wolf, Christiane, Wolfers, Thomas, Wu, Jing Qin, Yasuda, Clarissa L, Zaremba, Dario, Zhang, Zuo, Zwiers, Marcel P, Artiges, Eric, Almeida, Marcio A A, Assareh, Amelia A, Ayesa-Arriola, Rosa, Belger, Aysenil, Brandt, Christine L, Brown, Gregory G, Cichon, Sven, Curran, Joanne E, Davies, Gareth E, Degenhardt, Franziska, Dennis, Michelle F, Alnæs, Dag, Dietsche, Bruno, Djurovic, Srdjan, Doherty, Colin P, Espiritu, Ryan, Garijo, Daniel, Gil, Yolanda, Gowland, Penny A, Green, Robert C, Häusler, Alexander N, Heindel, Walter, Amlien, Inge K, Ho, Beng-Choon, Hoffmann, Wolfgang U, Holsboer, Florian, Homuth, Georg, Hosten, Norbert, Jack, Clifford R, Jang, MiHyun, Jansen, Andreas, Kimbrel, Nathan A, Kolskår, Knut, Painter, Jodie N, Andersson, Micael, Koops, Sanne, Krug, Axel, Lim, Kelvin O, Luykx, Jurjen J, Mathalon, Daniel H, Mather, Karen A, Mattay, Venkata S, Matthews, Sarah, Mayoral Van Son, Jaqueline, McEwen, Sarah C, Ard, Tyler, Melle, Ingrid, Morris, Derek W, Mueller, Bryon A, Nauck, Matthias, Nordvik, Jan E, Nöthen, Markus M, O'Leary, Daniel S, Opel, Nils, Martinot, Marie-Laure Paillère, Pike, G Bruce, Armstrong, Nicola J, Preda, Adrian, Quinlan, Erin B, Rasser, Paul E, Ratnakar, Varun, Reppermund, Simone, Steen, Vidar M, Tooney, Paul A, Torres, Fábio R, Veltman, Dick J, Voyvodic, James T, Ashley-Koch, Allison, Whelan, Robert, White, Tonya, Yamamori, Hidenaga, Adams, Hieab H H, Bis, Joshua C, Debette, Stephanie, Decarli, Charles, Fornage, Myriam, Gudnason, Vilmundur, Hofer, Edith, Atkins, Joshua R, Ikram, M Arfan, Launer, Lenore, Longstreth, W. 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Silverstein, Rebecca, Sperling, Reisa A, Wilson, Renee, Carson, Richard E, Frank, Richard, El Khouli, Riham, Koeppe, Robert A, Santulli, Robert B, Knapp, Michael, Hauser, Robert, Umek, Robert, Radtke, Rodney, Killiany, Ronald, Petersen, Ronald, Rodriguez, Rosemarie, Miranda, Ruben, Knodt, Annchen R, Bruehl, Ruediger, Xia, Rui, Swerdlow, Russell H, Ottmann, Ruth, Millenet, Sabina, Borges-Neto, Salvador, Frank, Samuel, Black, Sandra, Weintraub, Sandra, Obradov, Sanja, Krämer, Bernd, Asthana, Sanjay, Vaishnavi, Sanjeev, Dolen, Sara, Mason, Sara S, Hohmann, Sarah, Kremen, Sarah, Miller, Sarah, Walter, Sarah, Herring, Scott, Neu, Scott, Lam, Max, Aydin, Semiha, Ahmad, Shahzad, Harlan, Sherry, Sirrel, Sherye A, Lasch, Shirley, Hu, Shu-Ching, Li, Shuo, Kittur, Smita, Chowdhury, Sohini, Lancaster, Thomas M, Pawluczyk, Sonia, Maingault, Sophie, Schneider, Stacy, Seiler, Stephan, Guthrie, Stephanie, Kielb, Stephanie, Reeder, Stephanie, Correia, Stephen, Pasternak, Stephen, McMahon, Mary Agnes B, Lee, Phil H, Salloway, Stephen, Johnson, Sterling, Williams, Steve, Chao, Steven, Arnold, Steven E, Paul, Steven, Potkin, Steven, Factor, Stewart, Isaacson, Stuart, Lett, Tristram A, Kim, Sungeun, Ainscough, Susan, Schultz, Susan K, Landau, Susan, Mendick, Susan, Rountree, Susan, Ostrowizki, Suzanne, Veillette, Suzanne, van der Lee, Sven J, Desrivieres, Sylvane, Lewis, Lindsay B, Lee, T-Y, Simuni, Tanya, Foroud, Tatiana, Foroud, Tatiana M, Wong, Terence Z, Villena, Teresa, Comery, Thomas, Obisesan, Thomas O, Lopes-Cendes, Iscia, Banaschewski, Tobias, Sherer, Todd, Montine, Tom, Paus, Tomáš, Robbins, Trevor, Bromberg, Uli, Völker, Uwe, Pavlik, Valory, Arnedo, Vanessa, Kiyasova, Vera, Bates, Vernice, Logovinsky, Veronika, Sossi, Vesna, Shibley, Victoria, Frouin, Vincent, Lee, Virginia, Poewe, Werner, Jagust, William, Brooks, William M, Macciardi, Fabio, Pavlosky, William, Potter, William, Kremen, William S, Longstreth, William T, Niessen, Wiro J, Jian, Xueqiu, Stern, Yaakov, Saba, Yasaman, Cabrera, Yuliana, Grimmer, Yvonne, Marquand, Andre F, Khachaturian, Zaven, Mari, Zoltan, Mathias, Samuel R, Melzer, Tracy R, Milaneschi, Yuri

Publikováno v: Science / Science now Science now 367(6484), 1340 (2020). doi:10.1126/science.aay6690
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Science, 367(6484):aay6690. AMER ASSOC ADVANCEMENT SCIENCE
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Science, 367(6484):eaay6690, 1-14. American Association for the Advancement of Science
Science, 367(6484):6690, 1340-+. American Association for the Advancement of Science
Grasby, K L, Armstrong, N J, Brouwer, R M, den Braber, A, Fedko, I O, Ford, J M, Heslenfeld, D J, Hottenga, J-J, Jansen, I E, Milaneschi, Y, Davies, G E, Boomsma, D I, de Geus, E J C, Oosterlaan, J, Penninx, B W J H, Polderman, T J C, Posthuma, D, van 't Ent, D, Medland, S E & Alzheimer’s Disease Neuroimaging Initiative 2020, ' The genetic architecture of the human cerebral cortex ', Science, vol. 367, no. 6484, eaay6690, pp. 1-14 . https://doi.org/10.1126/science.aay6690
Science, 367(6484), 1340-+. AMER ASSOC ADVANCEMENT SCIENCE
Science, 367(6484):aay6690. American Association for the Advancement of Science
Enhancing NeuroImaging Genetics through Meta-Analysis Consortium (ENIGMA)-Genetics working group 2020, ' The genetic architecture of the human cerebral cortex ', Science, vol. 367, no. 6484, aay6690 . https://doi.org/10.1126/science.aay6690
Science / Science now 367(6484), eaay6690-(2020). doi:10.1126/science.aay6690
Lancaster, T M 2020, ' The genetic architecture of the human cerebral cortex ', Science, vol. 367, no. 6484, eaay6990 . https://doi.org/10.1126/science.aay6690
Science, 367, 1-15
Science, 367, 6484, pp. 1-15
eaay6690
Science, 2020, 367 (6484), pp.eaay6690. ⟨10.1126/science.aay6690⟩
Science, Vol. 367, No. 6484
Science, American Association for the Advancement of Science, 2020, 367 (6484), pp.eaay6690. ⟨10.1126/science.aay6690⟩
Grasby, K L, Jahanshad, N, Painter, J N, Colodro-conde, L, Bralten, J, Hibar, D P, Lind, P A, Pizzagalli, F, Ching, C R K, Mcmahon, M A B, Shatokhina, N, Zsembik, L C P, Thomopoulos, S I, Zhu, A H, Strike, L T, Agartz, I, Alhusaini, S, Almeida, M A A, Alnæs, D, Amlien, I K, Andersson, M, Ard, T, Armstrong, N J, Ashley-koch, A, Atkins, J R, Bernard, M, Brouwer, R M, Buimer, E E L, Bülow, R, Bürger, C, Cannon, D M, Chakravarty, M, Chen, Q, Cheung, J W, Couvy-duchesne, B, Dale, A M, Dalvie, S, De Araujo, T K, De Zubicaray, G I, De Zwarte, S M C, Den Braber, A, Doan, N T, Dohm, K, Ehrlich, S, Harris, M A, Luciano, M, Wardlaw, J M, Doherty, C P & Bastin, M E & Deary, I J 2020, ' The genetic architecture of the human cerebral cortex ', Science, vol. 367, no. 6484, eaay6690 . https://doi.org/10.1126/science.aay6690
Grasby, K L, Jahanshad, N, Painter, J N, Colodro-Conde, L, Bralten, J, Hibar, D P, Lind, P A, Pizzagalli, F, Ching, C R K, McMahon, M A B, Shatokhina, N, Zsembik, L C P, Thomopoulos, S I, Zhu, A H, Strike, L T, Agartz, I, Alhusaini, S, Almeida, M A A, Alnæs, D, Amlien, I K, Andersson, M, Ard, T, Armstrong, N J, Ashley-Koch, A, Atkins, J R, Bernard, M, Brouwer, R M, Buimer, E E L, Bülow, R, Bürger, C, Cannon, D M, Chakravarty, M, Chen, Q, Cheung, J W, Couvy-Duchesne, B, Dale, A M, Dalvie, S, de Araujo, T K, de Zubicaray, G I, de Zwarte, S M C, den Braber, A, Doan, N T, Dohm, K, Jia, T, Tansey, K E, Walton, E, Zhang, Z, Quinlan, E B & Desrivières, S & Schumann, G 2020, ' The genetic architecture of the human cerebral cortex ', Science, vol. 367, no. 6484, aay6690 . https://doi.org/10.1126/science.aay6690

Enhancing NeuroImaging Genetics through Meta-Analysis Consortium (ENIGMA)—Genetics working group.
The cerebral cortex underlies our complex cognitive capabilities, yet little is known about the specific genetic loci that influence human cortic

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2ad09770d15de97917d5e22cb9f4e679
https://juser.fz-juelich.de/record/874988

Dual-Model Radiomic Biomarkers Predict Development of Mild Cognitive Impairment Progression to Alzheimer's Disease

Autor: Zhou, Hucheng, Jiang, Jiehui, Lu, Jiaying, Wang, Min, Zhang, Huiwei, Zuo, Chuantao, Weiner, Michael W, Aisen, Paul, Petersen, Ronald, Jr, Jack Clifford R, Jagust, William, Trojanowki, John Q, Toga, Arthur W, Beckett, Laurel, Green, Robert C, Saykin, Andrew J, Morris, John, Shaw, Leslie M, Khachaturian, Zaven, Sorensen, Greg, Carrillo, Maria, Kuller, Lew, Raichle, Marc, Paul, Steven, Davies, Peter, Fillit, Howard, Hefti, Franz, Holtzman, David, Mesulam, M Marcel, Potter, William, Snyder, Peter, Lilly, Eli, Montine, Tom, Jimenez, Gustavo, Donohue, Michael, Gessert, Devon, Harless, Kelly, Salazar, Jennifer, Cabrera, Yuliana, Walter, Sarah, Hergesheimer, Lindsey, Harvey, Danielle, Bernstein, Matthew, Fox, Nick, Thompson, Paul, Schuff, Norbert, DeCArli, Charles, Borowski, Bret, Gunter, Jeff, Senjem, Matt, Vemuri, Prashanthi, Jones, David, Kantarci, Kejal, Ward, Chad, Koeppe, Robert A, Foster, Norm, Reiman, Eric M, Chen, Kewei, Mathis, Chet, Logovinsky, Veronika, Morris, John C, Cairns, Nigel J, Franklin, Erin, Taylor-Reinwald, Lisa, Lee, Virginia, Korecka, Magdalena, Figurski, Michal, Crawford, Karen, Neu, Scott, Foroud, Tatiana M, Potkin, Steven, Shen, Li, Faber, Kelley, Kim, Sungeun, Nho, Kwangsik, Thal, Lean, Thal, Leon, Buckholtz, Neil, Snyder, Peter J, Albert, Marilyn, Frank, Richard, Hsiao, John, Landau, Susan, Quinn, Joseph, Silbert, Lisa C, Lind, Betty, Kaye, Jeffrey A, Carter, Raina, Dolen, Sara, Schneider, Lon S, Pawluczyk, Sonia, Becerra, Mauricio, Teodoro, Liberty, Spann, Bryan M, Brewer, James, Vanderswag, Helen, Fleisher, Adam, Ziolkowski, Jaimie, Heidebrink, Judith L, Lord, Joanne L, Mason, Sara S, Albers, Colleen S, Knopman, David, Johnson, Kris, Villanueva-Meyer, Javier, Pavlik, Valory, Pacini, Nathaniel, Lamb, Ashley, Kass, Joseph S, Doody, Rachelle S, Shibley, Victoria, Chowdhury, Munir, Rountree, Susan, Dang, Mimi, Stem, Yaakov, Honig, Lawrence S, Bell, Karen L, Yeh, Randy, Ances, Beau, Winkfield, David, Carroll, Maria, Oliver, Angela, Creech, Mary L, Mintun, Mark A, Schneider, Stacy, Marson, Daniel, Geldmacher, David, Love, Marissa Natelson, Griffith, Randall, Clark, David, Brockington, John, Grossman, Hillel, Mitsis, Effie, Shah, Raj C, Lamar, Melissa, Samuels, Patricia, Duara, Ranjan, Greig-Custo, Maria T, Rodriguez, Rosemarie, Onyike, Chiadi, II, D'Agostino Daniel, Kielb, Stephanie, Sadowski, Martin, Sheikh, Mohammed O, Singleton-Garvin, Jamika, Ulysse, Anaztasia, Gaikwad, Mrunalini, Doraiswamy, P Murali, Petrella, Jeffrey R, James, Olga, Borges-Neto, Salvador, Wong, Terence Z, Coleman, Edward, Karlawish, Jason H, Wolk, David A, Vaishnavi, Sanjeev, Clark, Christopher M, Arnold, Steven E, Smith, Charles D, Jicha, Greg, Hardy, Peter, El Khouli, Riham, Oates, Elizabeth, Conrad, Gary, Lopez, Oscar L, Oakley, MaryAnn, Simpson, Donna M, Porsteinsson, Anton P, Martin, Kim, Kowalksi, Nancy, Keltz, Melanie, Goldstein, Bonnie S, Makino, Kelly M, Ismail, M Saleem, Brand, Connie, Thai, Gaby, Pierce, Aimee, Yanez, Beatriz, Sosa, Elizabeth, Witbracht, Megan, Womack, Kyle, Mathews, Dana, Quiceno, Mary, Levey, Allan I, Lah, James J, Cellar, Janet S, Burns, Jeffrey M, Swerdlow, Russell H, Brooks, William M, Woo, Ellen, Silverman, Daniel HS, Teng, Edmond, Kremen, Sarah, Apostolova, Liana, Tingus, Kathleen, Lu, Po H, Bartzokis, George, Graff-Radford, Neill R, Parfitt, Francine, Poki-Walker, Kim, Farlow, Martin R, Hake, Ann Marie, Matthews, Brandy R, Brosch, Jared R, Herring, Scott, van Dyck, Christopher H, Carson, Richard E, Varma, Pradeep, Chertkow, Howard, Bergman, Howard, Hosein, Chris, Black, Sandra, Stefanovic, Bojana, Heyn, Chris Chinthaka, Hsiung, Ging-Yuek Robin, Mudge, Benita, Sossi, Vesna, Feldman, Howard, Assaly, Michele, Finger, Elizabeth, Pasternack, Stephen, Pavlosky, William, Rachinsky, Irina, Drost, Dick, Kertesz, Andrew, Bernick, Charles, Munic, Donna, Mesulam, Marek-Marsel, Rogalski, Emily, Lipowski, Kristine, Weintraub, Sandra, Bonakdarpour, Borna, Kerwin, Diana, Wu, Chuang-Kuo, Johnson, Nancy, Sadowsky, Carl, Villena, Teresa, Turner, Raymond Scott, Johnson, Kathleen, Reynolds, Brigid, Sperling, Reisa A, Johnson, Keith A, Marshall, Gad A, Yesavage, Jerome, Taylor, Joy L, Chao, Steven, Lane, Barton, Rosen, Allyson, Tinklenberg, Jared, Zamrini, Edward, Belden, Christine M, Sirrel, Sherye A, Kowall, Neil, Killiany, Ronald, Budson, Andrew E, Norbash, Alexander, Johnson, Patricia Lynn, Obisesan, Thomas O, Oyonumo, Ntekim E, Allard, Joanne, Nlana, Olu Ogu, Lerner, Alan, Ogrocki, Paula, Tatsuoka, Curtis, Fatica, Parianne, Fletcher, Evan, Maillard, Pauline, Olichney, John, Carmichael, Owen, Kittur, Smita, Borrie, Michael, Lee, T-Y, Bartha, Rob, Johnson, Sterling, Asthana, Sanjay, Carlsson, Cynthia M, Tariot, Pierre, Burke, Anna, Hetelle, Joel, DeMarco, Kathryn, Trncic, Nadira, Reeder, Stephanie, Bates, Vernice, Capote, Horacio, Rainka, Michelle, Scharre, Douglas W, Kataki, Maria, Tarawneh, Rawan, Zimmerman, Earl A, Celmins, Dzintra, Hart, David, Pearlson, Godfrey D, Blank, Karen, Anderson, Karen, Flashman, Laura A, Seltzer, Marc, Hynes, Mary L, Santulli, Robert B, Sink, Kaycee M, Yang, Mia, Mintz, Akiva, Ott, Brian R, Tremont, Geoffrey, Daiello, Lori A, Bodge, Courtney, Salloway, Stephen, Malloy, Paul, Correia, Stephen, Lee, Athena, Rosen, Howard J, Miller, Bruce L, Perry, David, Mintzer, Jacobo, Spicer, Kenneth, Bachman, David, Pasternak, Stephen, Rogers, John, Pomara, Nunzio, Hernando, Raymundo, Sarrael, Antero, Miller, Delwyn D, Smith, Karen Ekstam, Koleva, Hristina, Nam, Ki Won, Shim, Hyungsub, Schultz, Susan K, Relkin, Norman, Chiang, Gloria, Lin, Michael, Ravdin, Lisa, Smith, Amanda, Leach, Christi, Raj, Balebail Ashok, Fargher, Kristin, Neylan, Thomas, Grafman, Jordan, Hergesheimen, Lindsey, Hayes, Jacqueline, Finley, Shannon, Householder, Erin, Fleischman, Debra, Arfanakis, Konstantinos, Varon, Daniel, Greig, Maria T, Goldstein, Bonnie, Martin, Kimberly S, Potkin, Steven G, Preda, Adrian, Nguyen, Dana, Massoglia, Dino, Brawman-Mintzer, Olga, Martinez, Walte R, Rosen, Howard, Behan, Kelly, Marshall, Gad, Sabbagh, Marwan N, Jacobson, Sandra A, Wolday, Saba, Johnson, Sterling C, Fruehling, J Jay, Harding, Sandra, Peskind, Elaine R, Petrie, Eric C, Li, Gail, Yesavage, Jerome A, Furst, Ansgar J, Mackin, Scott, Raman, Rema, Drake, Erin, Donohue, Mike, Shaffe, Elizabeth, Nelson, Craig, Bickford, David, Butters, Meryl, Zmuda, Michelle, Reyes, Denise, Nudelman, Kelly N, Au, Yiu Ho, Scherer, Kelly, Catalinotto, Daniel, Stark, Samuel, Ong, Elise, Fernandez, Dariella, Initia, Alzheimers Dis Neuroimaging

Publikováno v: Zhou, Hucheng; Jiang, Jiehui; Lu, Jiaying; Wang, Min; Zhang, Huiwei; Zuo, Chuantao; et al.(2019). Dual-Model Radiomic Biomarkers Predict Development of Mild Cognitive Impairment Progression to Alzheimer's Disease. FRONTIERS IN NEUROSCIENCE, 12, 1045. doi: 10.3389/fnins.2018.01045. UCSF: Retrieved from: http://www.escholarship.org/uc/item/6wg4q4rp

Predicting progression of mild cognitive impairment (MCI) to Alzheimer's disease (AD) is clinically important. In this study, we propose a dual-model radiomic analysis with multivariate Cox proportional hazards regression models to investigate promis

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od_______325::d2a7658ec8fa2244b65b669e68ca79e9
http://www.escholarship.org/uc/item/6wg4q4rp

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