Title:Comparison of machine learning and semi-quantification algorithms for (I123)FP-CIT classification: the beginning of the end for semi-quantification?
Author(s):Jonathan Taylor, John Fenner
Journal Name:EJNMMI Physics
Publisher:Springer Science and Business Media LLC
Vol:4
Issue #:1
Start Page:
End Page:
Publication Date:
Open Access(OA) Status:OPEN
License:cc-by
DOI - Digital Object Identifier:10.1186/s40658-017-0196-1
Title:Interpretable discriminant analysis for functional data supported on random nonlinear domains with an application to Alzheimer’s disease
Author(s):Eardi Lila, Wenbo Zhang, Swati Rane Levendovszky, Michael W. Weiner, Paul Aisen, Michael W. Weiner, Paul Aisen, Ronald Petersen, Clifford R. Jack, William J. Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Andrew J. Saykin, John C. Morris, Richard J. Perrin, Leslie M. Shaw, Zaven S. Khachaturian, Marı́a C. Carrillo, William Z. Potter, Lisa L. Barnes, Marie Bernard, Carole Ho, John Hsiao, Jonathan Jackson, Eliezer Masliah, Donna Masterman, Ozioma C. Okonkwo, Richard J. Perrin, Laurie Ryan, Nina Silverberg, Adam Fleisher, Michael W. Weiner, Juliet Fockler, Cat Conti, Dallas P. Veitch, John Neuhaus, Chengshi Jin, Rachel L. Nosheny, Miriam T. Ashford, Derek Flenniken, Adrienne Kormos, Robert C. Green, Tom Montine, Cat Conti, Ronald Petersen, Paul Aisen, Michael S. Rafii, Rema Raman, Gustavo Jiménez, Michael Donohue, Devon Gessert, Jennifer Salazar, Caileigh Zimmerman, Yuliana Cabrera, Sarah Walter, Garrett Miller, Godfrey Coker, Taylor Clanton, Lindsey Hergesheimer, Stephanie Smith, Olusegun Adegoke, Payam Mahboubi, Shelley Moore, Jeremy Pizzola, Elizabeth Shaffer, Brittany Sloan, Laurel Beckett, Danielle Harvey, Michael Donohue, Clifford R. Jack, Arvin Forghanian-Arani, Bret Borowski, Chad Ward, Christopher G. Schwarz, David T. Jones, Jeff Gunter, Kejal Kantarci, Matthew L. Senjem, Prashanthi Vemuri, Robert I. Reid, Nick C. Fox, Ian B. Malone, Paul M. Thompson, Sophia I. Thomopoulos, Talia M. Nir, Neda Jahanshad, Charles DeCarli, Alexander Knaack, Evan Fletcher, Danielle Harvey, Duygu Tosun, Stephanie Rossi Chen, Mark Choe, Karen Crawford, Paul A. Yushkevich, Sandhitsu R. Das, William J. Jagust, Robert A. Koeppe, Eric M. Reiman, Kewei Chen, Chester A. Mathis, Susan Landau, John C. Morris, Richard J. Perrin, Nigel J. Cairns, Erin Householder, Erin Franklin, Haley Bernhardt, Lisa Taylor‐Reinwald, Leslie M. Shaw, John Q. Trojanowki, Magdalena Korecka, Michal Figurski, Arthur W. Toga, Karen Crawford, Scott Neu, Andrew J. Saykin, Kwangsik Nho, Shannon L. Risacher, Liana G. Apostolova, Li Shen, Tatiana Foroud, Kelly Nudelman, Kelley Faber, Kristi Wilmes, Michael W. Weiner, Leon J. Thal, Zaven S. Khachaturian, John Hsiao, Lisa Silbert, Betty Lind, Rachel Crissey, Jeffrey Kaye, Raina Carter, Sara Dolen, Joseph F. Quinn, Lon S. Schneider, Sonia Pawluczyk, Mauricio Becerra, Liberty Teodoro, Karen Dagerman, Bryan M. Spann, James Brewer, Helen Vanderswag, Adam Fleisher, Jaimie Ziolkowski, Judith L. Heidebrink, Lisa Zbizek-Nulph, Joanne Lord, Lisa Zbizek-Nulph, Ronald Petersen, Sara S. Mason, Colleen S. Albers, David S. Knopman, Kris Johnson, Javier Villanueva-Meyer, Valory Pavlik, Nathaniel Pacini, Ashley Lamb, Joseph S. Kass, Rachelle S. Doody, Victoria Shibley, Munir Chowdhury, Susan Rountree, Mimi Dang, Yaakov Stern, Lawrence S. Honig, Akiva Mintz, Beau M. Ances, John C. Morris, David Winkfield, Maria Carroll, Georgia Stobbs-Cucchi, Angela Oliver, Mary L. Creech, Mark A. Mintun, Stacy Schneider, David Geldmacher, Marissa Natelson Love, Randall Griffith, David W. Clark, John Brockington, Daniel Marson, Hillel Grossman, Martin Goldstein, Jonathan Greenberg, Effie Mitsis, Raj C. Shah, Melissa Lamar, Patricia Samuels, Ranjan Duara, Maria T. Greig‐Custo, Rosemarie Rodriguez, Marilyn Albert, Chiadi U. Onyike, Leonie Farrington, Scott Rudow, Rottislav Brichko, Stephanie Kielb, Amanda Smith, Balebail Ashok Raj, Kristin Fargher, Martin Sadowski, Thomas Wısnıewskı, Melanie Shulman, Arline Faustin, Julia Rao, Karen M. Castro, Anaztasia Ulysse, Shannon Chen, Mohammed O. Sheikh, Jamika Singleton-Garvin, P. Murali Doraiswamy, Jeffrey R. Petrella, Olga James, Terence Z. Wong, Salvador Borges‐Neto, Jason Karlawish, David A. Wolk, Sanjeev Vaishnavi, Christopher M. Clark, Steven E. Arnold, Charles D. Smith, Gregory A. Jicha, Riham El Khouli, Flavius D. Raslau, Oscar L. López, MaryAnn Oakley, Donna M. Simpson, Anton P. Porsteinsson, Kim Martin, Nancy Kowalski, Melanie Keltz, Bonnie S. Goldstein, Kelly M. Makino, M. Saleem Ismail, Connie Brand, Gaby Thai, Aimee Pierce, Beatriz Yáñez‐Rivera, Elizabeth Sosa, Megan Witbracht, Brendan Kelley, Trung Dung Nguyen, Kyle Womack, Dana Mathews, Mary Quiceno, Allan I. Levey, James J. Lah, Ihab Hajjar, Janet S. Cellar, Jeffrey M. Burns, Russell H. Swerdlow, William M. Brooks, Daniel Silverman, Sarah Kremen, Liana G. Apostolova, Kathleen Tingus, Po H. Lu, George Bartzokis, Ellen Woo, Edmond Teng, Neill R. Graff‐Radford, Francine Parfitt, Kim Poki-Walker, Martin R. Farlow, Ann Marie Hake, Brandy R. Matthews, Jared R. Brosch, Scott Herring, Christopher H. van Dyck, Adam P. Mecca, Adam P. Mecca, Susan P. Good, Martha G. MacAvoy, Richard E. Carson, Pradeep Varma, Howard Chertkow, Susan Vaitekunis, Chris Hosein, Sandra E. Black, Bojana Stefanovic, Chris Heyn, Ging‐Yuek Robin Hsiung, Ellen Kim, Benita Mudge, Vesna Sossi, Howard Feldman, Michele Assaly, Elizabeth Finger, Stephen Pasternak, Irina Rachinsky, Andrew Kertesz, Dick Drost, John Rogers, Ian Grant, Brittanie Muse, Emily Rogalskı, Jordan Robson, M.‐Marsel Mesulam, Diana Kerwin, Chuang‐Kuo Wu, Nancy Johnson, Kristine Lipowski, Sandra Weıntraub, Borna Bonakdarpour, Nunzio Pomara, Raymundo Hernando, Antero Sarrael, Howard J. Rosen, Bruce L. Miller, David C. Perry, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Kelly McCann, Jessica Poe, Reisa A. Sperling, Keith A. Johnson, Gad A. Marshall, Jerome A. Yesavage, Joy L. Taylor, Steven Chao, Jaila Coleman, Jessica D. White, Barton Lane, Allyson Rosen, Jared Tinklenberg, Christine M. Belden, Alireza Atri, Bryan M. Spann, Kelly Clark, Edward Zamrini, Marwan N. Sabbagh, Ronald Killiany, Robert A. Stern, Jesse Mez, Neil W. Kowall, Andrew E. Budson, Thomas O. Obisesan, Oyonumo Ntekim, Saba Wolday, Javed Khan, Evaristus Nwulia, Sheeba Nadarajah, Alan J. Lerner, Paula Ogrocki, Curtis Tatsuoka, Parianne Fatica, Evan Fletcher, Pauline Maillard, John Olichney, Charles DeCarli, Owen Carmichael, Vernice Bates, Horacio Capote, Michelle Rainka, Michael Borrie, T‐Y Lee, Robert Bartha, Sterling C. Johnson, Sanjay Asthana, Cynthia M. Carlsson, Allison Perrin, Anna Burke, Douglas W. Scharre, Maria Kataki, Rawan Tarawneh, Brendan Kelley, David Hart, Earl A. Zimmerman, Dzintra Celmins, Del D. Miller, Laura L. Boles Ponto, Karen Ekstam Smith, Hristina Koleva, Hyungsub Shim, Ki Won Nam, Susan K. Schultz, Jeff D. Williamson, Suzanne Craft, Jo Cleveland, Mia Yang, Kaycee M. Sink, Brian R. Ott, Jonathan Drake, Geoffrey Tremont, Lori A. Daiello, Jonathan Drake, Marwan N. Sabbagh, Aaron Ritter, Charles Bernick, Donna Munic, Akiva Mintz, Abigail O’Connelll, Jacobo Mintzer, Arthur Wiliams, Joseph C. Masdeu, Jiong Shi, Angelica Garcia, Marwan N. Sabbagh, Paul Newhouse, Steven Potkin, Stephen Salloway, Paul Malloy, Stephen Correia, Smita Kittur, Godfrey D. Pearlson, Karen Blank, Karen Anderson, Laura A. Flashman, Marc Seltzer, Mary L. Hynes, Robert B. Santulli, Norman Relkin, Gloria Chiang, Michael Z. Lin, Lisa Ravdin, Athena Lee, Michael W. Weiner, Paul Aisen, Michael W. Weiner, Paul Aisen, Ronald Petersen, Robert C. Green, Danielle Harvey, Clifford R. Jack, William J. Jagust, John C. Morris, Andrew J. Saykin, Leslie M. Shaw, Arthur W. Toga, John Q. Trojanowki, Thomas C. Neylan, Jordan Grafman, Robert C. Green, Tom Montine, Michael W. Weiner, Ronald Petersen, Paul Aisen, Gustavo Jiménez, Michael Donohue, Devon Gessert, Jennifer Salazar, Caileigh Zimmerman, Sarah Walter, Olusegun Adegoke, Payam Mahboubi, Lindsey Hergesheimer, Sarah Danowski, Godfrey Coker, Taylor Clanton, Jeremy Pizzola, Elizabeth Shaffer, Catherine Nguyen-Barrera, Thomas C. Neylan, Jacqueline Hayes, Shannon Finley, Danielle Harvey, Michael Donohue, Clifford R. Jack, Matt A. Bernstein, Bret Borowski, Jeff Gunter, Matthew L. Senjem, Kejal Kantarci, Chad Ward, Duygu Tosun, Stephanie Rossi Chen, Susan Landau, Robert A. Koeppe, Norm Foster, Eric M. Reiman, Kewei Chen, John C. Morris, Richard J. Perrin, Erin Franklin, Leslie M. Shaw, John Q. Trojanowki, Magdalena Korecka, Michal Figurski, Arthur W. Toga, Scott Neu, Andrew J. Saykin, Tatiana M. Foroud, Steven Potkin, Li Shen, Kelley Faber, Sungeun Kim, Kwangsik Nho, Kristi Wilmes, Lon S. Schneider, Sonia Pawluczyk, Mauricio Becerra, Liberty Teodoro, Karen Dagerman, Bryan M. Spann, James Brewer, Helen Vanderswag, Adam Fleisher, Yaakov Stern, Lawrence S. Honig, Akiva Mintz, Raj C. Shah, Anil K. Sood, Kimberly S. Blanchard, Debra Fleischman, Konstantinos Arfanakis, Ranjan Duara, Daniel Varón, Maria T. Greig, P. Murali Doraiswamy, Jeffrey R. Petrella, Olga James, Salvador Borges‐Neto, Terence Z. Wong, Anton P. Porsteinsson, Bonnie S. Goldstein, Kimberly S. Martin, Gaby Thai, Aimee Pierce, Christopher Reist, Beatriz Yáñez‐Rivera, Elizabeth Sosa, Megan Witbracht, Carl Sadowsky, Walter Martínez, Teresa Villena, Howard J. Rosen, David C. Perry, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Kelly McCann, Jessica Poe, Reisa A. Sperling, Keith A. Johnson, Gad A. Marshall, Christine M. Belden, Alireza Atri, Bryan M. Spann, Kelly Clark, Edward Zamrini, Marwan N. Sabbagh, Thomas O. Obisesan, Oyonumo Ntekim, Saba Wolday, Evaristus Nwulia, Sheeba Nadarajah, Sterling C. Johnson, Sanjay Asthana, Cynthia M. Carlsson, Elaine R. Peskind, Eric C. Petrie, Gail Li, Jerome A. Yesavage, Joy L. Taylor, Steven Chao, Jaila Coleman, Jessica D. White, Barton Lane, Allyson Rosen, Jared Tinklenberg, Michael Z. Lin, Gloria Chiang, Lisa Ravdin, Norman Relkin, Abigail O’Connelll, Jacobo Mintzer, Arthur Wiliams, Scott Mackin, Paul Aisen, Rema Raman, Gustavo Jimenez‐Maggiora, Michael Donohue, Devon Gessert, Jennifer Salazar, Caileigh Zimmerman, Sarah Walter, Olusegun Adegoke, Payam Mahboubi, Scott Mackin, Michael W. Weiner, Paul Aisen, Rema Raman, Clifford R. Jack, Susan Landau, Andrew J. Saykin, Arthur W. Toga, Charles DeCarli, Robert A. Koeppe, Robert C. Green, Erin Drake, Michael W. Weiner, Paul Aisen, Rema Raman, Mike Donohue, Scott Mackin, Craig Nelson, David Bickford, Meryl A. Butters, Michelle Zmuda, Clifford R. Jack, Matt A. Bernstein, Bret Borowski, Jeff Gunter, Matthew L. Senjem, Kejal Kantarci, Chad Ward, Denise A. Reyes, Robert A. Koeppe, Susan Landau, Arthur W. Toga, Karen Crawford, Scott Neu, Andrew J. Saykin, Tatiana Foroud, Kelley M. Faber, Kwangsik Nho, Kelly Nudelman, Scott Mackin, Howard J. Rosen, Craig Nelson, David Bickford, Yiu Ho Au, Kelly Scherer, Daniel Catalinotto, Samuel Stark, Elise Ong, Dariella Fernandez, Meryl A. Butters, Michelle Zmuda, Oscar L. López, MaryAnn Oakley, Donna M. Simpson
Journal Name:Journal of the Royal Statistical Society Series B: Statistical Methodology
Publisher:Oxford University Press (OUP)
Vol:86
Issue #:4
Start Page:1013
End Page:1044
Publication Date:
Open Access(OA) Status:OPEN
License:cc-by
DOI - Digital Object Identifier:10.1093/jrsssb/qkae023
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