A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure

Zhijian Yang, Ilya M. Nasrallah, Haochang Shou, Junhao Wen, Jimit Doshi, Mohamad Habes, Guray Erus, Ahmed Abdulkadir, Susan M. Resnick, Marilyn S. Albert, Paul Maruff, Jurgen Fripp, John C. Morris, David A. Wolk, Christos Davatzikos, Unknown, Yong Fan, Vishnu Bashyam, Elizabeth Mamouiran, Randa Melhem, Raymond Pomponio, Dushyant Sahoo, Singh Ashish, Ioanna Skampardoni, Lasya Sreepada, Dhivya Srinivasan, Fanyang Yu, Sindhuja Govindarajan Tirumalai, Yuhan Cui, Zhen Zhou, Katharina Wittfeld, Hans J. Grabe, Duygun Tosun, Murat Bilgel, Yang An, Daniel S. Marcus, Pamela LaMontagne, Susan R. Heckbert, Thomas R. Austin, Lenore J. Launer, Aristeidis Sotiras, Mark Espeland, Colin L. Masters, Henry Völzk, Sterling C. Johnson, Luigi Ferrucci, R. Nick Bryan, Unknown, Unknown, Michael Weiner, Paul Aisen, Ronald Petersen, Clifford R. Jack, William Jagust, John Q. Trojanowki, Arthur W. Toga, Laurel Beckett, Robert C. Green, Andrew J. Saykin, Leslie M. Shaw, Enchi Liu, Tom Montine, Ronald G. Thomas, Michael Donohue, Sarah Walter, Devon Gessert, Tamie Sather, Gus Jiminez, Danielle Harvey, Matthew Bernstein, Nick Fox, Paul Thompson, Norbert Schuff, Charles DeCArli, Bret Borowski, Jeff Gunter, Matt Senjem, Prashanthi Vemuri, David Jones, Kejal Kantarci, Chad Ward, Robert A. Koeppe, Norm Foster, Eric M. Reiman, Kewei Chen, Chet Mathis, Susan Landau, Nigel J. Cairns, Erin Householder, Lisa Taylor Reinwald, Virginia Lee, Magdalena Korecka, Michal Figurski, Karen Crawford, Scott Neu, Tatiana M. Foroud, Steven Potkin, Li Shen, Faber Kelley, Sungeun Kim, Kwangsik Nho, Zaven Kachaturian, Richard Frank, Peter J. Snyder, Susan Molchan, Jeffrey Kaye, Joseph Quinn, Betty Lind, Raina Carter, Sara Dolen, Lon S. Schneider, Sonia Pawluczyk, Mauricio Beccera, Liberty Teodoro, Bryan M. Spann, James Brewer, Helen Vanderswag, Adam Fleisher, Judith L. Heidebrink, Joanne L. Lord, Sara S. Mason, Colleen S. Albers, David Knopman, Kris Johnson, Rachelle S. Doody, Javier Villanueva Meyer, Munir Chowdhury, Susan Rountree, Mimi Dang, Yaakov Stern, Lawrence S. Honig, Karen L. Bell, Beau Ances, Maria Carroll, Sue Leon, Erin Householder, Mark A. Mintun, Stacy Schneider, Angela OliverNG, Randall Griffith, David Clark, David Geldmacher, John Brockington, Erik Roberson, Hillel Grossman, Effie Mitsis, Leyla deToledo-Morrell, Raj C. Shah, Ranjan Duara, Daniel Varon, Maria T. Greig, Peggy Roberts, Marilyn Albert, Chiadi Onyike, Daniel D’Agostino, Stephanie Kielb, James E. Galvin, Dana M. Pogorelec, Brittany Cerbone, Christina A. Michel, Henry Rusinek, Mony J. de Leon, Lidia Glodzik, Susan De Santi, P. Murali Doraiswamy, Jeffrey R. Petrella, Terence Z. Wong, Steven E. Arnold, Jason H. Karlawish, Charles D. Smith, Greg Jicha, Peter Hardy, Partha Sinha, Elizabeth Oates, Gary Conrad, Oscar L. Lopez, MaryAnn Oakley, Donna M. Simpson, Anton P. Porsteinsson, Bonnie S. Goldstein, Kim Martin, Kelly M. Makino, M. Saleem Ismail, Connie Brand, Ruth A. Mulnard, Gaby Thai, Catherine Mc Adams Ortiz, Kyle Womack, Dana Mathews, Mary Quiceno, Ramon Diaz Arrastia, Richard King, Myron Weiner, Kristen Martin Cook, Michael DeVous, Allan I. Levey, James J. Lah, Janet S. Cellar, Jeffrey M. Burns, Heather S. Anderson, Russell H. Swerdlow, Liana Apostolova, Kathleen Tingus, Ellen Woo, Daniel H. S. Silverman, Po H. Lu, George Bartzokis, Neill R. Graff Radford, Francine ParfittH, Tracy Kendall, Heather Johnson, Martin R. Farlow, Ann Marie Hake, Brandy R. Matthews, Scott Herring, Cynthia Hunt, Christopher H. van Dyck, Richard E. Carson, Martha G. MacAvoy, Howard Chertkow, Howard Bergman, Chris Hosein, Sandra Black, Bojana Stefanovic, Curtis Caldwell, Ging Yuek Robin Hsiung, Howard Feldman, Benita Mudge, Michele Assaly Past, Andrew Kertesz, John Rogers, Dick Trost, Charles Bernick, Donna Munic, Diana Kerwin, Marek Marsel Mesulam, Kristine Lipowski, Chuang Kuo Wu, Nancy Johnson, Carl Sadowsky, Walter Martinez, Teresa Villena, Raymond Scott Turner, Kathleen Johnson, Brigid Reynolds, Reisa A. Sperling, Keith A. Johnson, Gad Marshall, Meghan Frey, Jerome Yesavage, Joy L. Taylor, Barton Lane, Allyson Rosen, Jared Tinklenberg, Marwan N. Sabbagh, Christine M. Belden, Sandra A. Jacobson, Sherye A. Sirrel, Neil Kowall, Ronald Killiany, Andrew E. Budson, Alexander Norbash, Patricia Lynn Johnson, Thomas O. Obisesan, Saba Wolday, Joanne Allard, Alan Lerner, Paula Ogrocki, Leon Hudson, Evan Fletcher, Owen Carmichael, John Olichney, Charles DeCarli, Smita Kittur, Michael Borrie, T. Y. Lee, Rob Bartha, Sterling Johnson, Sanjay Asthana, Cynthia M. Carlsson, Steven G. Potkin, Adrian Preda, Dana Nguyen, Pierre Tariot, Adam Fleisher, Stephanie Reeder, Vernice Bates, Horacio Capote, Michelle Rainka, Douglas W. Scharre, Maria Kataki, Anahita Adeli, Earl A. Zimmerman, Dzintra Celmins, Alice D. Brown, Godfrey D. Pearlson, Karen Blank, Karen Anderson, Robert B. Santulli, Tamar J. Kitzmiller, Eben S. Schwartz, Kaycee M. SinkS, Jeff D. Williamson, Pradeep Garg, Franklin Watkins, Brian R. Ott, Henry Querfurth, Geoffrey Tremont, Stephen Salloway, Paul Malloy, Stephen Correia, Howard J. Rosen, Bruce L. Miller, Jacobo Mintzer, Kenneth Spicer, David Bachman, Elizabether Finger, Stephen Pasternak, Irina Rachinsky, John Rogers, Andrew Kertesz, Dick Drost, Nunzio Pomara, Raymundo Hernando, Antero Sarrael, Susan K. Schultz, Laura L. Boles Ponto, Hyungsub Shim, Karen Elizabeth Smith, Norman Relkin, Gloria Chaing, Lisa Raudin, Amanda Smith, Kristin Fargher, Balebail Ashok Raj

Open source

DOI
10.1038/s41467-021-26703-z
Published
2021-12-03
Container
Nature Communications
Publisher
Springer Science and Business Media LLC
Open access
unknown

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@article{allodium:10.1038/s41467-021-26703-z,
  title = {A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure},
  author = {Zhijian Yang and Ilya M. Nasrallah and Haochang Shou and Junhao Wen and Jimit Doshi and Mohamad Habes and Guray Erus and Ahmed Abdulkadir and Susan M. Resnick and Marilyn S. Albert and Paul Maruff and Jurgen Fripp and John C. Morris and David A. Wolk and Christos Davatzikos and Unknown and Yong Fan and Vishnu Bashyam and Elizabeth Mamouiran and Randa Melhem and Raymond Pomponio and Dushyant Sahoo and Singh Ashish and Ioanna Skampardoni and Lasya Sreepada and Dhivya Srinivasan and Fanyang Yu and Sindhuja Govindarajan Tirumalai and Yuhan Cui and Zhen Zhou and Katharina Wittfeld and Hans J. Grabe and Duygun Tosun and Murat Bilgel and Yang An and Daniel S. Marcus and Pamela LaMontagne and Susan R. Heckbert and Thomas R. Austin and Lenore J. Launer and Aristeidis Sotiras and Mark Espeland and Colin L. Masters and Henry Völzk and Sterling C. Johnson and Luigi Ferrucci and R. Nick Bryan and Unknown and Unknown and Michael Weiner and Paul Aisen and Ronald Petersen and Clifford R. Jack and William Jagust and John Q. Trojanowki and Arthur W. Toga and Laurel Beckett and Robert C. Green and Andrew J. Saykin and Leslie M. Shaw and Enchi Liu and Tom Montine and Ronald G. Thomas and Michael Donohue and Sarah Walter and Devon Gessert and Tamie Sather and Gus Jiminez and Danielle Harvey and Matthew Bernstein and Nick Fox and Paul Thompson and Norbert Schuff and Charles DeCArli and Bret Borowski and Jeff Gunter and Matt Senjem and Prashanthi Vemuri and David Jones and Kejal Kantarci and Chad Ward and Robert A. Koeppe and Norm Foster and Eric M. Reiman and Kewei Chen and Chet Mathis and Susan Landau and Nigel J. Cairns and Erin Householder and Lisa Taylor Reinwald and Virginia Lee and Magdalena Korecka and Michal Figurski and Karen Crawford and Scott Neu and Tatiana M. Foroud and Steven Potkin and Li Shen and Faber Kelley and Sungeun Kim and Kwangsik Nho and Zaven Kachaturian and Richard Frank and Peter J. Snyder and Susan Molchan and Jeffrey Kaye and Joseph Quinn and Betty Lind and Raina Carter and Sara Dolen and Lon S. Schneider and Sonia Pawluczyk and Mauricio Beccera and Liberty Teodoro and Bryan M. Spann and James Brewer and Helen Vanderswag and Adam Fleisher and Judith L. Heidebrink and Joanne L. Lord and Sara S. Mason and Colleen S. Albers and David Knopman and Kris Johnson and Rachelle S. Doody and Javier Villanueva Meyer and Munir Chowdhury and Susan Rountree and Mimi Dang and Yaakov Stern and Lawrence S. Honig and Karen L. Bell and Beau Ances and Maria Carroll and Sue Leon and Erin Householder and Mark A. Mintun and Stacy Schneider and Angela OliverNG and Randall Griffith and David Clark and David Geldmacher and John Brockington and Erik Roberson and Hillel Grossman and Effie Mitsis and Leyla deToledo-Morrell and Raj C. Shah and Ranjan Duara and Daniel Varon and Maria T. Greig and Peggy Roberts and Marilyn Albert and Chiadi Onyike and Daniel D’Agostino and Stephanie Kielb and James E. Galvin and Dana M. Pogorelec and Brittany Cerbone and Christina A. Michel and Henry Rusinek and Mony J. de Leon and Lidia Glodzik and Susan De Santi and P. Murali Doraiswamy and Jeffrey R. Petrella and Terence Z. Wong and Steven E. Arnold and Jason H. Karlawish and Charles D. Smith and Greg Jicha and Peter Hardy and Partha Sinha and Elizabeth Oates and Gary Conrad and Oscar L. Lopez and MaryAnn Oakley and Donna M. Simpson and Anton P. Porsteinsson and Bonnie S. Goldstein and Kim Martin and Kelly M. Makino and M. Saleem Ismail and Connie Brand and Ruth A. Mulnard and Gaby Thai and Catherine Mc Adams Ortiz and Kyle Womack and Dana Mathews and Mary Quiceno and Ramon Diaz Arrastia and Richard King and Myron Weiner and Kristen Martin Cook and Michael DeVous and Allan I. Levey and James J. Lah and Janet S. Cellar and Jeffrey M. Burns and Heather S. Anderson and Russell H. Swerdlow and Liana Apostolova and Kathleen Tingus and Ellen Woo and Daniel H. S. Silverman and Po H. Lu and George Bartzokis and Neill R. Graff Radford and Francine ParfittH and Tracy Kendall and Heather Johnson and Martin R. Farlow and Ann Marie Hake and Brandy R. Matthews and Scott Herring and Cynthia Hunt and Christopher H. van Dyck and Richard E. Carson and Martha G. MacAvoy and Howard Chertkow and Howard Bergman and Chris Hosein and Sandra Black and Bojana Stefanovic and Curtis Caldwell and Ging Yuek Robin Hsiung and Howard Feldman and Benita Mudge and Michele Assaly Past and Andrew Kertesz and John Rogers and Dick Trost and Charles Bernick and Donna Munic and Diana Kerwin and Marek Marsel Mesulam and Kristine Lipowski and Chuang Kuo Wu and Nancy Johnson and Carl Sadowsky and Walter Martinez and Teresa Villena and Raymond Scott Turner and Kathleen Johnson and Brigid Reynolds and Reisa A. Sperling and Keith A. Johnson and Gad Marshall and Meghan Frey and Jerome Yesavage and Joy L. Taylor and Barton Lane and Allyson Rosen and Jared Tinklenberg and Marwan N. Sabbagh and Christine M. Belden and Sandra A. Jacobson and Sherye A. Sirrel and Neil Kowall and Ronald Killiany and Andrew E. Budson and Alexander Norbash and Patricia Lynn Johnson and Thomas O. Obisesan and Saba Wolday and Joanne Allard and Alan Lerner and Paula Ogrocki and Leon Hudson and Evan Fletcher and Owen Carmichael and John Olichney and Charles DeCarli and Smita Kittur and Michael Borrie and T. Y. Lee and Rob Bartha and Sterling Johnson and Sanjay Asthana and Cynthia M. Carlsson and Steven G. Potkin and Adrian Preda and Dana Nguyen and Pierre Tariot and Adam Fleisher and Stephanie Reeder and Vernice Bates and Horacio Capote and Michelle Rainka and Douglas W. Scharre and Maria Kataki and Anahita Adeli and Earl A. Zimmerman and Dzintra Celmins and Alice D. Brown and Godfrey D. Pearlson and Karen Blank and Karen Anderson and Robert B. Santulli and Tamar J. Kitzmiller and Eben S. Schwartz and Kaycee M. SinkS and Jeff D. Williamson and Pradeep Garg and Franklin Watkins and Brian R. Ott and Henry Querfurth and Geoffrey Tremont and Stephen Salloway and Paul Malloy and Stephen Correia and Howard J. Rosen and Bruce L. Miller and Jacobo Mintzer and Kenneth Spicer and David Bachman and Elizabether Finger and Stephen Pasternak and Irina Rachinsky and John Rogers and Andrew Kertesz and Dick Drost and Nunzio Pomara and Raymundo Hernando and Antero Sarrael and Susan K. Schultz and Laura L. Boles Ponto and Hyungsub Shim and Karen Elizabeth Smith and Norman Relkin and Gloria Chaing and Lisa Raudin and Amanda Smith and Kristin Fargher and Balebail Ashok Raj},
  year = {2021},
  journal = {Nature Communications},
  doi = {10.1038/s41467-021-26703-z},
  url = {https://doi.org/10.1038/s41467-021-26703-z}
}

RIS

TY  - JOUR
TI  - A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure
AU  - Zhijian Yang
AU  - Ilya M. Nasrallah
AU  - Haochang Shou
AU  - Junhao Wen
AU  - Jimit Doshi
AU  - Mohamad Habes
AU  - Guray Erus
AU  - Ahmed Abdulkadir
AU  - Susan M. Resnick
AU  - Marilyn S. Albert
AU  - Paul Maruff
AU  - Jurgen Fripp
AU  - John C. Morris
AU  - David A. Wolk
AU  - Christos Davatzikos
AU  - Unknown
AU  - Yong Fan
AU  - Vishnu Bashyam
AU  - Elizabeth Mamouiran
AU  - Randa Melhem
AU  - Raymond Pomponio
AU  - Dushyant Sahoo
AU  - Singh Ashish
AU  - Ioanna Skampardoni
AU  - Lasya Sreepada
AU  - Dhivya Srinivasan
AU  - Fanyang Yu
AU  - Sindhuja Govindarajan Tirumalai
AU  - Yuhan Cui
AU  - Zhen Zhou
AU  - Katharina Wittfeld
AU  - Hans J. Grabe
AU  - Duygun Tosun
AU  - Murat Bilgel
AU  - Yang An
AU  - Daniel S. Marcus
AU  - Pamela LaMontagne
AU  - Susan R. Heckbert
AU  - Thomas R. Austin
AU  - Lenore J. Launer
AU  - Aristeidis Sotiras
AU  - Mark Espeland
AU  - Colin L. Masters
AU  - Henry Völzk
AU  - Sterling C. Johnson
AU  - Luigi Ferrucci
AU  - R. Nick Bryan
AU  - Unknown
AU  - Unknown
AU  - Michael Weiner
AU  - Paul Aisen
AU  - Ronald Petersen
AU  - Clifford R. Jack
AU  - William Jagust
AU  - John Q. Trojanowki
AU  - Arthur W. Toga
AU  - Laurel Beckett
AU  - Robert C. Green
AU  - Andrew J. Saykin
AU  - Leslie M. Shaw
AU  - Enchi Liu
AU  - Tom Montine
AU  - Ronald G. Thomas
AU  - Michael Donohue
AU  - Sarah Walter
AU  - Devon Gessert
AU  - Tamie Sather
AU  - Gus Jiminez
AU  - Danielle Harvey
AU  - Matthew Bernstein
AU  - Nick Fox
AU  - Paul Thompson
AU  - Norbert Schuff
AU  - Charles DeCArli
AU  - Bret Borowski
AU  - Jeff Gunter
AU  - Matt Senjem
AU  - Prashanthi Vemuri
AU  - David Jones
AU  - Kejal Kantarci
AU  - Chad Ward
AU  - Robert A. Koeppe
AU  - Norm Foster
AU  - Eric M. Reiman
AU  - Kewei Chen
AU  - Chet Mathis
AU  - Susan Landau
AU  - Nigel J. Cairns
AU  - Erin Householder
AU  - Lisa Taylor Reinwald
AU  - Virginia Lee
AU  - Magdalena Korecka
AU  - Michal Figurski
AU  - Karen Crawford
AU  - Scott Neu
AU  - Tatiana M. Foroud
AU  - Steven Potkin
AU  - Li Shen
AU  - Faber Kelley
AU  - Sungeun Kim
AU  - Kwangsik Nho
AU  - Zaven Kachaturian
AU  - Richard Frank
AU  - Peter J. Snyder
AU  - Susan Molchan
AU  - Jeffrey Kaye
AU  - Joseph Quinn
AU  - Betty Lind
AU  - Raina Carter
AU  - Sara Dolen
AU  - Lon S. Schneider
AU  - Sonia Pawluczyk
AU  - Mauricio Beccera
AU  - Liberty Teodoro
AU  - Bryan M. Spann
AU  - James Brewer
AU  - Helen Vanderswag
AU  - Adam Fleisher
AU  - Judith L. Heidebrink
AU  - Joanne L. Lord
AU  - Sara S. Mason
AU  - Colleen S. Albers
AU  - David Knopman
AU  - Kris Johnson
AU  - Rachelle S. Doody
AU  - Javier Villanueva Meyer
AU  - Munir Chowdhury
AU  - Susan Rountree
AU  - Mimi Dang
AU  - Yaakov Stern
AU  - Lawrence S. Honig
AU  - Karen L. Bell
AU  - Beau Ances
AU  - Maria Carroll
AU  - Sue Leon
AU  - Erin Householder
AU  - Mark A. Mintun
AU  - Stacy Schneider
AU  - Angela OliverNG
AU  - Randall Griffith
AU  - David Clark
AU  - David Geldmacher
AU  - John Brockington
AU  - Erik Roberson
AU  - Hillel Grossman
AU  - Effie Mitsis
AU  - Leyla deToledo-Morrell
AU  - Raj C. Shah
AU  - Ranjan Duara
AU  - Daniel Varon
AU  - Maria T. Greig
AU  - Peggy Roberts
AU  - Marilyn Albert
AU  - Chiadi Onyike
AU  - Daniel D’Agostino
AU  - Stephanie Kielb
AU  - James E. Galvin
AU  - Dana M. Pogorelec
AU  - Brittany Cerbone
AU  - Christina A. Michel
AU  - Henry Rusinek
AU  - Mony J. de Leon
AU  - Lidia Glodzik
AU  - Susan De Santi
AU  - P. Murali Doraiswamy
AU  - Jeffrey R. Petrella
AU  - Terence Z. Wong
AU  - Steven E. Arnold
AU  - Jason H. Karlawish
AU  - Charles D. Smith
AU  - Greg Jicha
AU  - Peter Hardy
AU  - Partha Sinha
AU  - Elizabeth Oates
AU  - Gary Conrad
AU  - Oscar L. Lopez
AU  - MaryAnn Oakley
AU  - Donna M. Simpson
AU  - Anton P. Porsteinsson
AU  - Bonnie S. Goldstein
AU  - Kim Martin
AU  - Kelly M. Makino
AU  - M. Saleem Ismail
AU  - Connie Brand
AU  - Ruth A. Mulnard
AU  - Gaby Thai
AU  - Catherine Mc Adams Ortiz
AU  - Kyle Womack
AU  - Dana Mathews
AU  - Mary Quiceno
AU  - Ramon Diaz Arrastia
AU  - Richard King
AU  - Myron Weiner
AU  - Kristen Martin Cook
AU  - Michael DeVous
AU  - Allan I. Levey
AU  - James J. Lah
AU  - Janet S. Cellar
AU  - Jeffrey M. Burns
AU  - Heather S. Anderson
AU  - Russell H. Swerdlow
AU  - Liana Apostolova
AU  - Kathleen Tingus
AU  - Ellen Woo
AU  - Daniel H. S. Silverman
AU  - Po H. Lu
AU  - George Bartzokis
AU  - Neill R. Graff Radford
AU  - Francine ParfittH
AU  - Tracy Kendall
AU  - Heather Johnson
AU  - Martin R. Farlow
AU  - Ann Marie Hake
AU  - Brandy R. Matthews
AU  - Scott Herring
AU  - Cynthia Hunt
AU  - Christopher H. van Dyck
AU  - Richard E. Carson
AU  - Martha G. MacAvoy
AU  - Howard Chertkow
AU  - Howard Bergman
AU  - Chris Hosein
AU  - Sandra Black
AU  - Bojana Stefanovic
AU  - Curtis Caldwell
AU  - Ging Yuek Robin Hsiung
AU  - Howard Feldman
AU  - Benita Mudge
AU  - Michele Assaly Past
AU  - Andrew Kertesz
AU  - John Rogers
AU  - Dick Trost
AU  - Charles Bernick
AU  - Donna Munic
AU  - Diana Kerwin
AU  - Marek Marsel Mesulam
AU  - Kristine Lipowski
AU  - Chuang Kuo Wu
AU  - Nancy Johnson
AU  - Carl Sadowsky
AU  - Walter Martinez
AU  - Teresa Villena
AU  - Raymond Scott Turner
AU  - Kathleen Johnson
AU  - Brigid Reynolds
AU  - Reisa A. Sperling
AU  - Keith A. Johnson
AU  - Gad Marshall
AU  - Meghan Frey
AU  - Jerome Yesavage
AU  - Joy L. Taylor
AU  - Barton Lane
AU  - Allyson Rosen
AU  - Jared Tinklenberg
AU  - Marwan N. Sabbagh
AU  - Christine M. Belden
AU  - Sandra A. Jacobson
AU  - Sherye A. Sirrel
AU  - Neil Kowall
AU  - Ronald Killiany
AU  - Andrew E. Budson
AU  - Alexander Norbash
AU  - Patricia Lynn Johnson
AU  - Thomas O. Obisesan
AU  - Saba Wolday
AU  - Joanne Allard
AU  - Alan Lerner
AU  - Paula Ogrocki
AU  - Leon Hudson
AU  - Evan Fletcher
AU  - Owen Carmichael
AU  - John Olichney
AU  - Charles DeCarli
AU  - Smita Kittur
AU  - Michael Borrie
AU  - T. Y. Lee
AU  - Rob Bartha
AU  - Sterling Johnson
AU  - Sanjay Asthana
AU  - Cynthia M. Carlsson
AU  - Steven G. Potkin
AU  - Adrian Preda
AU  - Dana Nguyen
AU  - Pierre Tariot
AU  - Adam Fleisher
AU  - Stephanie Reeder
AU  - Vernice Bates
AU  - Horacio Capote
AU  - Michelle Rainka
AU  - Douglas W. Scharre
AU  - Maria Kataki
AU  - Anahita Adeli
AU  - Earl A. Zimmerman
AU  - Dzintra Celmins
AU  - Alice D. Brown
AU  - Godfrey D. Pearlson
AU  - Karen Blank
AU  - Karen Anderson
AU  - Robert B. Santulli
AU  - Tamar J. Kitzmiller
AU  - Eben S. Schwartz
AU  - Kaycee M. SinkS
AU  - Jeff D. Williamson
AU  - Pradeep Garg
AU  - Franklin Watkins
AU  - Brian R. Ott
AU  - Henry Querfurth
AU  - Geoffrey Tremont
AU  - Stephen Salloway
AU  - Paul Malloy
AU  - Stephen Correia
AU  - Howard J. Rosen
AU  - Bruce L. Miller
AU  - Jacobo Mintzer
AU  - Kenneth Spicer
AU  - David Bachman
AU  - Elizabether Finger
AU  - Stephen Pasternak
AU  - Irina Rachinsky
AU  - John Rogers
AU  - Andrew Kertesz
AU  - Dick Drost
AU  - Nunzio Pomara
AU  - Raymundo Hernando
AU  - Antero Sarrael
AU  - Susan K. Schultz
AU  - Laura L. Boles Ponto
AU  - Hyungsub Shim
AU  - Karen Elizabeth Smith
AU  - Norman Relkin
AU  - Gloria Chaing
AU  - Lisa Raudin
AU  - Amanda Smith
AU  - Kristin Fargher
AU  - Balebail Ashok Raj
PY  - 2021
JO  - Nature Communications
DO  - 10.1038/s41467-021-26703-z
UR  - https://doi.org/10.1038/s41467-021-26703-z
ER  - 

APA

Yang, Z., Nasrallah, I. M., Shou, H., Wen, J., Doshi, J., Habes, M., Erus, G., Abdulkadir, A., Resnick, S. M., Albert, M. S., Maruff, P., Fripp, J., Morris, J. C., Wolk, D. A., Davatzikos, C., Unknown, Fan, Y., Bashyam, V., Mamouiran, E., Melhem, R., Pomponio, R., Sahoo, D., Ashish, S., Skampardoni, I., Sreepada, L., Srinivasan, D., Yu, F., Tirumalai, S. G., Cui, Y., Zhou, Z., Wittfeld, K., Grabe, H. J., Tosun, D., Bilgel, M., An, Y., Marcus, D. S., LaMontagne, P., Heckbert, S. R., Austin, T. R., Launer, L. J., Sotiras, A., Espeland, M., Masters, C. L., Völzk, H., Johnson, S. C., Ferrucci, L., Bryan, R. N., Unknown, Unknown, Weiner, M., Aisen, P., Petersen, R., Jack, C. R., Jagust, W., Trojanowki, J. Q., Toga, A. W., Beckett, L., Green, R. C., Saykin, A. J., Shaw, L. M., Liu, E., Montine, T., Thomas, R. G., Donohue, M., Walter, S., Gessert, D., Sather, T., Jiminez, G., Harvey, D., Bernstein, M., Fox, N., Thompson, P., Schuff, N., DeCArli, C., Borowski, B., Gunter, J., Senjem, M., Vemuri, P., Jones, D., Kantarci, K., Ward, C., Koeppe, R. A., Foster, N., Reiman, E. M., Chen, K., Mathis, C., Landau, S., Cairns, N. J., Householder, E., Reinwald, L. T., Lee, V., Korecka, M., Figurski, M., Crawford, K., Neu, S., Foroud, T. M., Potkin, S., Shen, L., Kelley, F., Kim, S., Nho, K., Kachaturian, Z., Frank, R., Snyder, P. J., Molchan, S., Kaye, J., Quinn, J., Lind, B., Carter, R., Dolen, S., Schneider, L. S., Pawluczyk, S., Beccera, M., Teodoro, L., Spann, B. M., Brewer, J., Vanderswag, H., Fleisher, A., Heidebrink, J. L., Lord, J. L., Mason, S. S., Albers, C. S., Knopman, D., Johnson, K., Doody, R. S., Meyer, J. V., Chowdhury, M., Rountree, S., Dang, M., Stern, Y., Honig, L. S., Bell, K. L., Ances, B., Carroll, M., Leon, S., Householder, E., Mintun, M. A., Schneider, S., OliverNG, A., Griffith, R., Clark, D., Geldmacher, D., Brockington, J., Roberson, E., Grossman, H., Mitsis, E., deToledo-Morrell, L., Shah, R. C., Duara, R., Varon, D., Greig, M. T., Roberts, P., Albert, M., Onyike, C., D’Agostino, D., Kielb, S., Galvin, J. E., Pogorelec, D. M., Cerbone, B., Michel, C. A., Rusinek, H., Leon, M. J. D., Glodzik, L., Santi, S. D., Doraiswamy, P. M., Petrella, J. R., Wong, T. Z., Arnold, S. E., Karlawish, J. H., Smith, C. D., Jicha, G., Hardy, P., Sinha, P., Oates, E., Conrad, G., Lopez, O. L., Oakley, M., Simpson, D. M., Porsteinsson, A. P., Goldstein, B. S., Martin, K., Makino, K. M., Ismail, M. S., Brand, C., Mulnard, R. A., Thai, G., Ortiz, C. M. A., Womack, K., Mathews, D., Quiceno, M., Arrastia, R. D., King, R., Weiner, M., Cook, K. M., DeVous, M., Levey, A. I., Lah, J. J., Cellar, J. S., Burns, J. M., Anderson, H. S., Swerdlow, R. H., Apostolova, L., Tingus, K., Woo, E., Silverman, D. H. S., Lu, P. H., Bartzokis, G., Radford, N. R. G., ParfittH, F., Kendall, T., Johnson, H., Farlow, M. R., Hake, A. M., Matthews, B. R., Herring, S., Hunt, C., Dyck, C. H. V., Carson, R. E., MacAvoy, M. G., Chertkow, H., Bergman, H., Hosein, C., Black, S., Stefanovic, B., Caldwell, C., Hsiung, G. Y. R., Feldman, H., Mudge, B., Past, M. A., Kertesz, A., Rogers, J., Trost, D., Bernick, C., Munic, D., Kerwin, D., Mesulam, M. M., Lipowski, K., Wu, C. K., Johnson, N., Sadowsky, C., Martinez, W., Villena, T., Turner, R. S., Johnson, K., Reynolds, B., Sperling, R. A., Johnson, K. A., Marshall, G., Frey, M., Yesavage, J., Taylor, J. L., Lane, B., Rosen, A., Tinklenberg, J., Sabbagh, M. N., Belden, C. M., Jacobson, S. A., Sirrel, S. A., Kowall, N., Killiany, R., Budson, A. E., Norbash, A., Johnson, P. L., Obisesan, T. O., Wolday, S., Allard, J., Lerner, A., Ogrocki, P., Hudson, L., Fletcher, E., Carmichael, O., Olichney, J., DeCarli, C., Kittur, S., Borrie, M., Lee, T. Y., Bartha, R., Johnson, S., Asthana, S., Carlsson, C. M., Potkin, S. G., Preda, A., Nguyen, D., Tariot, P., Fleisher, A., Reeder, S., Bates, V., Capote, H., Rainka, M., Scharre, D. W., Kataki, M., Adeli, A., Zimmerman, E. A., Celmins, D., Brown, A. D., Pearlson, G. D., Blank, K., Anderson, K., Santulli, R. B., Kitzmiller, T. J., Schwartz, E. S., SinkS, K. M., Williamson, J. D., Garg, P., Watkins, F., Ott, B. R., Querfurth, H., Tremont, G., Salloway, S., Malloy, P., Correia, S., Rosen, H. J., Miller, B. L., Mintzer, J., Spicer, K., Bachman, D., Finger, E., Pasternak, S., Rachinsky, I., Rogers, J., Kertesz, A., Drost, D., Pomara, N., Hernando, R., Sarrael, A., Schultz, S. K., Ponto, L. L. B., Shim, H., Smith, K. E., Relkin, N., Chaing, G., Raudin, L., Smith, A., Fargher, K., & Raj, B. A. (2021). A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure. Nature Communications. https://doi.org/10.1038/s41467-021-26703-z

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