Longitudinal measurement and hierarchical classification framework for the prediction of Alzheimer's disease

Meiyan Huang,Wei Yang,Qianjin Feng,Wufan Chen,Michael W. Weiner,Paul Aisen,Ronald Carl Petersen,Clifford R Jr. Jack,William J. Jagust,John Q. Trojanowki,Arthur W. Toga,Laurel A. Beckett,Robert C. Green,Andrew J. Saykin,John C. Morris,Leslie M. Shaw,Jeffrey Kaye,Joseph F. Quinn,Lisa Silbert,Betty Lind,Raina Carter,Sara Dolen,Lon S. Schneider,Sonia Pawluczyk,Mauricio Beccera,Liberty Teodoro,Bryan M. Spann,James B. Brewer,Helen Vanderswag,Adam S. Fleisher,Judith L. Heidebrink,Joanne L. Lord,Sara S. Mason,Colleen S. Albers,David S. Knopman,Kris Johnson,Rachelle S. Doody,Javier Villanueva-Meyer,Munir Chowdhury,Susan Rountree,Mimi Dang,Yaakov Stern,Lawrence S. Honig,Karen L. Bell,Beau M. Ances,John C. Morris,Maria Carroll,Mary L. Creech,Erin Franklin,Mark A. Mintun,Stacy Schneider,Angela Oliver,Daniel C. Marson,Randall Griffith,David G. Clark,David S. Geldmacher,John Brockington,Erik D. Roberson,Marissa Natelson Love,Hillel Grossman,Effie Mitsis,Raj C. Shah,Leyla deToledo-Morrell,Ranjan Duara,Daniel Varon,Maria T. Greig,Peggy Roberts,Marilyn Albert,Chiadi U. Onyike,Daniel D'Agostino,Stephanie Kielb,James E. Galvin,Brittany Cerbone,Christina A. Michel,Dana M. Pogorelec,Henry Rusinek,Mony J. de Leon,Lidia Glodzik,Susan De Santi,P. Murali Doraiswamy,Jeffrey R. Petrella,Salvador Borges-Neto,Terence Z. Wong,Edward Coleman,Charles D. Smith,Greg Jicha,Peter A. Hardy,Partha Sinha,Elizabeth Oates,Gary R. Conrad,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 B. Womack,Dana Mathews,Mary Quiceno,Allan I. Levey,James J. Lah,Janet S. Cellar,Jeffrey M. Burns,Russell H. Swerdlow,William M. Brooks,Liana G. Apostolova,Kathleen Tingus,Ellen Woo,Daniel H.S. Silverman,Po H. Lu,George Bartzokis,Neill R. Graff-Radford,Francine Parfitt,Tracy Kendall,Heather Johnson,Martin R. Farlow,Ann Marie Hake,Jared R. Brosch,Scott Herring,Cynthia Hunt,Christopher H. van Dyck,Richard E. Carson,Martha G. MacAvoy,Pradeep Varma,Howard Chertkow,Howard Bergman,Chris Hosein,Sandra E. Black,Bojana Stefanovic,Curtis Caldwell,Ging-Yuek Robin Hsiung,Howard Feldman,Benita Mudge,Michele Assaly,Elizabeth Finger,Stephen Pasternack,Irina Rachisky,Dick Trost,Andrew Kertesz,Charles Bernick,Donna Munic,Marek-Marsel Mesulam,Kristine Lipowski,Sandra Weintraub,Borna Bonakdarpour,Diana Kerwin,Chuang Kuo Wu,Nancy Johnson,Carl H. Sadowsky,Teresa Villena,Raymond Scott Turner,Kathleen H. Johnson,Brigid Reynolds,Reisa A. Sperling,Keith Johnson,Gad A. Marshall,Jerome A. Yesavage,Joy L. Taylor,Barton Lane,Allyson Rosen,Jared R. Tinklenberg,Marwan N. Sabbagh,Christine Belden,Sandra Jacobson,Sherye A. Sirrel,Neil W. Kowall,Ronald J. Killiany,Andrew E. Budson,Alexander Norbash,Patricia Lynn Johnson,Thomas O. Obisesan,Saba Wolday,Joanne S. Allard,Alan J. Lerner,Paula Ogrocki,Curtis Tatsuoka,Parianne Fatica,Evan Fletcher,Pauline Maillard,John Olichney,Charles DeCarli,Owen Carmichael,Smita Kittur,Michael Borrie,T-Y Lee,Rob Bartha,Sterling C. Johnson,Sanjay Asthana,Cynthia M. Carlsson,Steven Potkin,Adrian Preda,Dana Nguyen,Pierre N. Tariot,Anna Burke,Nadira Trncic,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,Laura A. Flashman,Marc Seltzer,Mary L. Hynes,Robert B. Santulli,Kaycee M. Sink,Leslie Gordineer,Jeff D. Williamson,Pradeep K. Garg,Franklin Watkins,Brian R. Ott,Henry Querfurth,Geoffrey Tremont,Stephen Salloway,Paul Malloy,Stephen Correia,Howard J. Rosen,Bruce L. Miller,David Perry,Jacobo Mintzer,Kenneth Spicer,David Bachman,Nunzio Pomara,Raymundo Hernando,Antero Sarrael,Norman Relkin,Gloria Chaing,Michael Lin,Lisa D. Ravdin,Amanda G. Smith,Balebail Ashok Raj,Kristin Fargher

Longitudinal measurement and hierarchical classification framework for the prediction of Alzheimer's disease

2017

Meiyan Huang
Wei Yang
Qianjin Feng
Wufan Chen
Michael W. Weiner
Paul Aisen
Ronald Carl Petersen
Clifford R Jr. Jack
William J. Jagust
John Q. Trojanowki
Arthur W. Toga
Laurel A. Beckett
Robert C. Green
Andrew J. Saykin
John C. Morris
Leslie M. Shaw
Jeffrey Kaye
Joseph F. Quinn
Lisa Silbert
Betty Lind
Raina Carter
Sara Dolen
Lon S. Schneider
Sonia Pawluczyk
Mauricio Beccera
Liberty Teodoro
Bryan M. Spann
James B. Brewer
Helen Vanderswag
Adam S. Fleisher
Judith L. Heidebrink
Joanne L. Lord
Sara S. Mason
Colleen S. Albers
David S. Knopman
Kris Johnson
Rachelle S. Doody
Javier Villanueva-Meyer
Munir Chowdhury
Susan Rountree
Mimi Dang
Yaakov Stern
Lawrence S. Honig
Karen L. Bell
Beau M. Ances
John C. Morris
Maria Carroll
Mary L. Creech
Erin Franklin
Mark A. Mintun
Stacy Schneider
Angela Oliver
Daniel C. Marson
Randall Griffith
David G. Clark
David S. Geldmacher
John Brockington
Erik D. Roberson
Marissa Natelson Love
Hillel Grossman
Effie Mitsis
Raj C. Shah
Leyla deToledo-Morrell
Ranjan Duara
Daniel Varon
Maria T. Greig
Peggy Roberts
Marilyn Albert
Chiadi U. Onyike
Daniel D'Agostino
Stephanie Kielb
James E. Galvin
Brittany Cerbone
Christina A. Michel
Dana M. Pogorelec
Henry Rusinek
Mony J. de Leon
Lidia Glodzik
Susan De Santi
P. Murali Doraiswamy
Jeffrey R. Petrella
Salvador Borges-Neto
Terence Z. Wong
Edward Coleman
Charles D. Smith
Greg Jicha
Peter A. Hardy
Partha Sinha
Elizabeth Oates
Gary R. Conrad
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 B. Womack
Dana Mathews
Mary Quiceno
Allan I. Levey
James J. Lah
Janet S. Cellar
Jeffrey M. Burns
Russell H. Swerdlow
William M. Brooks
Liana G. Apostolova
Kathleen Tingus
Ellen Woo
Daniel H.S. Silverman
Po H. Lu
George Bartzokis
Neill R. Graff-Radford
Francine Parfitt
Tracy Kendall
Heather Johnson
Martin R. Farlow
Ann Marie Hake
Jared R. Brosch
Scott Herring
Cynthia Hunt
Christopher H. van Dyck
Richard E. Carson
Martha G. MacAvoy
Pradeep Varma
Howard Chertkow
Howard Bergman
Chris Hosein
Sandra E. Black
Bojana Stefanovic
Curtis Caldwell
Ging-Yuek Robin Hsiung
Howard Feldman
Benita Mudge
Michele Assaly
Elizabeth Finger
Stephen Pasternack
Irina Rachisky
Dick Trost
Andrew Kertesz
Charles Bernick
Donna Munic
Marek-Marsel Mesulam
Kristine Lipowski
Sandra Weintraub
Borna Bonakdarpour
Diana Kerwin
Chuang Kuo Wu
Nancy Johnson
Carl H. Sadowsky
Teresa Villena
Raymond Scott Turner
Kathleen H. Johnson
Brigid Reynolds
Reisa A. Sperling
Keith Johnson
Gad A. Marshall
Jerome A. Yesavage
Joy L. Taylor
Barton Lane
Allyson Rosen
Jared R. Tinklenberg
Marwan N. Sabbagh
Christine Belden
Sandra Jacobson
Sherye A. Sirrel
Neil W. Kowall
Ronald J. Killiany
Andrew E. Budson
Alexander Norbash
Patricia Lynn Johnson
Thomas O. Obisesan
Saba Wolday
Joanne S. Allard
Alan J. Lerner
Paula Ogrocki
Curtis Tatsuoka
Parianne Fatica
Evan Fletcher
Pauline Maillard
John Olichney
Charles DeCarli
Owen Carmichael
Smita Kittur
Michael Borrie
T-Y Lee
Rob Bartha
Sterling C. Johnson
Sanjay Asthana
Cynthia M. Carlsson
Steven Potkin
Adrian Preda
Dana Nguyen
Pierre N. Tariot
Anna Burke
Nadira Trncic
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
Laura A. Flashman
Marc Seltzer
Mary L. Hynes
Robert B. Santulli
Kaycee M. Sink
Leslie Gordineer
Jeff D. Williamson
Pradeep K. Garg
Franklin Watkins
Brian R. Ott
Henry Querfurth
Geoffrey Tremont
Stephen Salloway
Paul Malloy
Stephen Correia
Howard J. Rosen
Bruce L. Miller
David Perry
Jacobo Mintzer
Kenneth Spicer
David Bachman
Nunzio Pomara
Raymundo Hernando
Antero Sarrael
Norman Relkin
Gloria Chaing
Michael Lin
Lisa D. Ravdin
Amanda G. Smith
Balebail Ashok Raj
Kristin Fargher

Longitudinal measurement and hierarchical classification framework for the prediction of Alzheimer’s disease

Keywords:

Disease
Data mining
Dementia
Computer science
Pattern recognition
Artificial intelligence
Spatial analysis
cognitive impairment
classification methods
Neuroimaging
Classifier (linguistics)

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