Circular-SWAT for deep learning based diagnostic classification of Alzheimer's disease: application to metabolome data
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Published:2023-11
Issue:
Volume:97
Page:104820
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ISSN:2352-3964
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Container-title:eBioMedicine
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language:en
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Short-container-title:eBioMedicine
Author:
Jo TaehoORCID, Kim JunpyoORCID, Bice Paula, Huynh Kevin, Wang Tingting, Arnold MatthiasORCID, Meikle Peter J., Giles Corey, Kaddurah-Daouk Rima, Saykin Andrew J., Nho Kwangsik, 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., Jagust William, Trojanowki John Q., Toga Arthur W., Beckett Laurel, Green Robert C., Saykin Andrew J., 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, Nho Kwangsik, Risacher Shannon L., 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., Brewer James, 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, Doraiswamy P. Murali, 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
Subject
General Biochemistry, Genetics and Molecular Biology,General Medicine
Reference41 articles.
1. Deep learning;LeCun;Nature,2015 2. Deep-learning for everyone;Jo,2019 3. Deep learning in neural networks: an overview;Schmidhuber;Neural Network,2015 4. Scaling learning algorithms towards AI;Bengio;Large-scale kernel Machines,2007 5. Improving protein fold recognition by deep learning networks;Jo;Sci Rep,2015
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