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. 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Publikováno v: In eBioMedicine November 2023 97

The significance of marked nuclear atypia in grade 1 cervical intraepithelial neoplasia

Autor: Fadare, Oluwole, Rodriguez, Rosemarie

Publikováno v: In Human Pathology 2009 40(10):1487-1493

The genetic architecture of the human cerebral cortex

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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):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

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https://juser.fz-juelich.de/record/874988

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