A Machine Learning Approach to Predict Cognitive Decline in Alzheimer Disease Clinical Trials
Our results indicate that predictive models have the potential to improve the design of AD trials through selective inclusion and exclusion criteria based on expected cognitive decline. Such predictive models need further validation across data from different AD clinical trials.
Authors
- Arjun V. Masurkar (ORCID: https://orcid.org/0000-0002-2498-2059)
- Richard B. Lipton (ORCID: https://orcid.org/0000-0003-2652-2897)
- Evan Fletcher (ORCID: https://orcid.org/0000-0002-9761-3131)
- Alyssa Miller
- Melanie Chadwick
- Val J. Lowe (ORCID: https://orcid.org/0000-0002-5612-1667)
- Michaela Johnson (ORCID: https://orcid.org/0000-0003-2653-3078)
- Emily A. Largent (ORCID: https://orcid.org/0000-0002-7536-5077)
- Loreece Haddad (ORCID: https://orcid.org/0000-0002-9542-4011)
- Rebecca C. Taylor (ORCID: https://orcid.org/0000-0003-3429-3123)
- Jessica Lam (ORCID: https://orcid.org/0009-0009-4272-7543)
- Aaron Jacobson
- Steven Tam
- Laura Ashe (ORCID: https://orcid.org/0000-0002-5808-0969)
- Debbie Campbell
- Stephen Salloway (ORCID: https://orcid.org/0000-0002-2631-0942)
- James Webster (ORCID: https://orcid.org/0000-0002-7014-6350)
- Pierre N. Tariot (ORCID: https://orcid.org/0000-0002-6058-8032)
- Laura Donnelly
- James Ruszkiewicz
- Anh T. Tran (ORCID: https://orcid.org/0000-0003-1179-3088)
- Matthew R. Jones (ORCID: https://orcid.org/0000-0001-7446-0833)
- Winnie Kwang
- Lawrence S. Honig (ORCID: https://orcid.org/0000-0002-9703-2265)
- Jason Weller
- Ali Ezzati (ORCID: https://orcid.org/0000-0003-1307-4589)
- Steven Lenio (ORCID: https://orcid.org/0000-0003-1690-842X)
- Clifford R. Jack (ORCID: https://orcid.org/0000-0001-7916-622X)
- Mike Nguyen (ORCID: https://orcid.org/0000-0001-5602-7729)
- Alireza Atri (ORCID: https://orcid.org/0000-0003-4405-6973)
- T.-Y. Lee
- Payam Mahboubi
- Warren Barker (ORCID: https://orcid.org/0000-0003-2171-7142)
- Catherine Conti
- Justin M. Long (ORCID: https://orcid.org/0000-0003-0769-604X)
- Magdalena Korecka (ORCID: https://orcid.org/0000-0003-3129-8295)
- Diego Mejia
- Kevin Epperson
- Robert B. Santulli (ORCID: https://orcid.org/0000-0003-1828-5852)
- Terry Camarro
- Beverly Meacham
- Martha A. Combs (ORCID: https://orcid.org/0000-0002-3373-8998)
- Michael Asbach
- Abigail O’Connell
- Catherine E. Munro (ORCID: https://orcid.org/0000-0002-8707-1826)
- Alexander Knaack (ORCID: https://orcid.org/0000-0002-5231-3637)
- Robert I. Reid (ORCID: https://orcid.org/0000-0003-2391-8650)
- Juliet Fockler
- Duygu Tosun (ORCID: https://orcid.org/0000-0001-8644-7724)
- Ruchi Aggarwal
- Donna Munic
- Amanda C. Glueck (ORCID: https://orcid.org/0000-0002-1978-5165)
- Elizabeth Shaffer (ORCID: https://orcid.org/0000-0001-6017-1539)
- Crystal Flynn Longmire
- Faye Sheppard
- Michaël Schumacher (ORCID: https://orcid.org/0000-0001-6117-5371)
- Princess Carter
- Ilya M. Nasrallah (ORCID: https://orcid.org/0000-0003-2346-7562)
- Maria Scanlan
- Richard J. Perrin (ORCID: https://orcid.org/0000-0002-3443-7716)
- Robert A. Swarm
- Jillian Turner
- Judith Neugroschl (ORCID: https://orcid.org/0000-0001-8395-8406)
- Robert Bartha (ORCID: https://orcid.org/0000-0002-7118-9096)
- Anna Middleton (ORCID: https://orcid.org/0000-0003-3103-8098)
- Nasrin Ghesani
- Sudha S. Seshadri (ORCID: https://orcid.org/0000-0001-6135-2622)
- Lucas Quinlan
- Christina Rosario (ORCID: https://orcid.org/0000-0002-2508-4226)
- Jason Karlawish (ORCID: https://orcid.org/0000-0002-6880-2865)
- Kirsten Evans
- Courtney Dawson (ORCID: https://orcid.org/0000-0002-1387-3842)
- Andrea Kippels
- Suzan Lowe
- Karen A. Nolan (ORCID: https://orcid.org/0000-0001-7097-5549)
- Nina Silverberg
- Laili Soleimani (ORCID: https://orcid.org/0000-0002-1543-4616)
- Teresa Villena
- Laura Barlow
- Alex Groves
- Gilberto Perez
- Anna G. Mattle (ORCID: https://orcid.org/0000-0002-7593-476X)
- Maria Gallegos
- Nadira Trncic
- Emma Cooper (ORCID: https://orcid.org/0000-0002-8184-5595)
- Harold Matthew Cooper
- Cesar Chirinos
- Sophia I. Thomopoulos (ORCID: https://orcid.org/0000-0002-0046-4070)
- Anaztasia Ulysse
- Aparna Bhan
- Kelly A. Durbin (ORCID: https://orcid.org/0000-0002-8129-8288)
- Francisco Rivera (ORCID: https://orcid.org/0009-0002-0197-0896)
- Shannon L. Risacher (ORCID: https://orcid.org/0000-0002-3304-7943)
- Karen Dagerman
- Parianne Fatica
- Nick C. Fox (ORCID: https://orcid.org/0000-0002-6660-657X)
- Michael Holt (ORCID: https://orcid.org/0000-0001-9317-7216)
- Diana Ferman
- Neda Jahanshad (ORCID: https://orcid.org/0000-0003-4401-8950)
- Paula Villela Nunes (ORCID: https://orcid.org/0000-0001-5323-2110)
- Maria Corona
- Andrew Ellison
- Victor Sotelo (ORCID: https://orcid.org/0009-0003-1251-6928)
- Brendan Kelley (ORCID: https://orcid.org/0000-0002-3440-5191)
- Ridiane Denis
- Allison Perrin
- Trung Dung Nguyen (ORCID: https://orcid.org/0000-0001-8011-016X)
- William T. Hu (ORCID: https://orcid.org/0000-0003-4862-6777)
- Karen Crawford (ORCID: https://orcid.org/0000-0002-3294-0828)
- Carl Sadowsky
- Emmeline Lin (ORCID: https://orcid.org/0009-0002-9911-4210)
- Sara L. Manning
- Michelle Rainka
- Raj C. Shah (ORCID: https://orcid.org/0000-0001-9706-9730)
- Judith L. Heidebrink (ORCID: https://orcid.org/0000-0003-0319-9257)
- Lisa Thomas (ORCID: https://orcid.org/0000-0001-5860-2141)
- Carol Cline
- Sarah Berman (ORCID: https://orcid.org/0000-0002-5096-4962)
- Ellen Kim (ORCID: https://orcid.org/0000-0002-1567-6121)
- Marilyn Albert (ORCID: https://orcid.org/0000-0002-8167-8985)
- Allan I. Levey (ORCID: https://orcid.org/0000-0002-3153-502X)
- Miriam T. Ashford (ORCID: https://orcid.org/0000-0003-4045-6435)
- William Harrison (ORCID: https://orcid.org/0000-0002-8214-1522)
- Chadwick M. Hales (ORCID: https://orcid.org/0000-0002-8757-7325)
- Arthur Williams
- Jaimie Ziolkowski
- Andrea Fidell
- Erin Westerhold (ORCID: https://orcid.org/0000-0002-0967-9297)
- Marissa Natelson-Love
- Ronald Bailey
- Kylee York
- John Q. Trojanowki
- Ricardo Salazar (ORCID: https://orcid.org/0000-0003-0608-2193)
- Mónica Rivera Mindt (ORCID: https://orcid.org/0000-0001-6350-321X)
- Kayla Nichols
- Wendy Baker
- Jelena Pejić (ORCID: https://orcid.org/0000-0002-0214-4361)
- Andrew J. Saykin (ORCID: https://orcid.org/0000-0002-1376-8532)
- Emily McKinley (ORCID: https://orcid.org/0000-0002-7265-480X)
- Steven M. Smith (ORCID: https://orcid.org/0000-0003-1852-3240)
- Dzintra Celmins
- Lisa L. Barnes (ORCID: https://orcid.org/0000-0002-0072-9817)
- María C. Carrillo (ORCID: https://orcid.org/0000-0003-3057-2387)
- Erin Franklin (ORCID: https://orcid.org/0000-0002-6614-4109)
- Marie Bernard (ORCID: https://orcid.org/0000-0003-3807-8009)
- Victoria Sanborn (ORCID: https://orcid.org/0000-0003-1182-3021)
- Kenneth Spicer
- Alison Pietras
- Katherine Britt (ORCID: https://orcid.org/0000-0002-5119-1260)
- Madeline Paczynski
- Steven Chao (ORCID: https://orcid.org/0000-0002-2208-9304)
- Joseph C. Masdeu (ORCID: https://orcid.org/0000-0001-9955-6954)
- Elaine Most
- Vijay K. Ramanan (ORCID: https://orcid.org/0000-0001-6591-8734)
- Robert C. Green
- Gillian Gabriel
- Joe Strong
- Sonia Pawluczyk
- Courtney Williams (ORCID: https://orcid.org/0000-0001-5328-7517)
- Cecily Jenkins
- Allison Ardolino
- Arvin Forghanian-Arani
- Michael Donohue (ORCID: https://orcid.org/0000-0001-6026-2238)
- Tom Montine
- James Bateman (ORCID: https://orcid.org/0000-0003-4885-2539)
- Ian Grant (ORCID: https://orcid.org/0000-0001-6960-6762)
- Yaakov Stern (ORCID: https://orcid.org/0000-0001-7542-3241)
- Erin Drake
- MaryAnn Oakley
- Ronald Killiany (ORCID: https://orcid.org/0000-0003-4740-2181)
- Jeanine May
- Laura Goins
- Yuliana Cabrera
- Anton P. Porsteinsson (ORCID: https://orcid.org/0000-0002-0166-1738)
- Kristin Harkins (ORCID: https://orcid.org/0000-0001-5360-1043)
- Liana G. Apostolova (ORCID: https://orcid.org/0000-0003-1823-2451)
- Heather Russell
- Martin Ayres
- Allison Lapins
- Gregory M. Pontone (ORCID: https://orcid.org/0000-0002-9540-6913)
- Bradley Wallace
- Alexander O. Frolov (ORCID: https://orcid.org/0000-0003-1444-3104)
- Christos A. Davatzikos (ORCID: https://orcid.org/0000-0002-1025-8561)
- Costin Tanase
- Arun Ramamurthy (ORCID: https://orcid.org/0000-0002-2230-2363)
- Madison DeCapo
- Minal Vasanawala (ORCID: https://orcid.org/0000-0001-6100-4417)
- Amy R. Saklad
- Lorena Monserratt
- Dick Trost
- Nunzio Pomara (ORCID: https://orcid.org/0000-0003-2204-0102)
- Stephanie Rossi Chen
- Caitie Hedberg
- Danielle Harvey
- Ljubica Zotovic
- Michael D. Weiner (ORCID: https://orcid.org/0000-0002-7601-0702)
- Roberta Calzavara
- Sunnie Kenowsky (ORCID: https://orcid.org/0000-0002-9254-064X)
- Ryan S. O’Dell (ORCID: https://orcid.org/0000-0001-7673-6661)
- Brandon Anderson (ORCID: https://orcid.org/0000-0003-0009-7976)
- Soumya Bouchachi
- Julia Waszak (ORCID: https://orcid.org/0009-0001-8725-7049)
- Jeffrey Kaye (ORCID: https://orcid.org/0000-0002-9971-3478)
- Liberty Teodoro
- Perminder Singh Sachdev (ORCID: https://orcid.org/0000-0002-9595-3220)
- Jeremy Pizzola
- Leila Parand
- Erin R. Murphy (ORCID: https://orcid.org/0000-0002-5716-4829)
- Rebecca Logan
- Angelica Forero (ORCID: https://orcid.org/0000-0001-6593-5278)
- A. Williams (ORCID: https://orcid.org/0009-0007-9620-9309)
- Bela Ajtai
- İdris Demirsoy (ORCID: https://orcid.org/0000-0002-3321-4748)
- Prashanthi Vemuri (ORCID: https://orcid.org/0000-0003-4286-0589)
- Thao Rodriguez
- Jonathan Jackson (ORCID: https://orcid.org/0000-0002-3175-4898)
- Jennifer Johns
- Charles Bernick (ORCID: https://orcid.org/0000-0003-4040-3587)
- John K. Hsiao
- Olivia Schultz
- Sheila Ogwang
- Kevin Hopkins
- Sarah Walter (ORCID: https://orcid.org/0009-0003-3222-3102)
- Valory Pavlik (ORCID: https://orcid.org/0000-0003-4376-3756)
- Joanna Gonzalez
- Howard Bergman (ORCID: https://orcid.org/0000-0002-7410-1707)
- I.D. Young (ORCID: https://orcid.org/0000-0003-4713-9504)
- Diana Truran Sacrey
- Audrey Ruan
- Joel P. Felmlee (ORCID: https://orcid.org/0000-0002-6058-5835)
- Hugo Botha (ORCID: https://orcid.org/0000-0003-4390-685X)
- Zoë Potter
- Sandhitsu R. Das (ORCID: https://orcid.org/0000-0003-0530-2887)
- Kaci Lacy
- Romina A. Romero (ORCID: https://orcid.org/0000-0002-6321-2532)
- Marjan Farshadi
- Samantha Sullivan
- Magdalena Brylska
- Robin Bonomi
- Mark Choe
- Chelsea Reichert Plaska (ORCID: https://orcid.org/0000-0001-9662-6179)
- Stephanie Santiago
- Virginia Rogers
- Taeho Jo (ORCID: https://orcid.org/0000-0001-7448-9433)
- Martin G. Pomper (ORCID: https://orcid.org/0000-0001-6753-3010)
- Robert Koeppe
- Michael Shannon
- Fatima Amtashar
- Karen Gagnon
- Lauren Garcia
- Traci Aladeen (ORCID: https://orcid.org/0000-0002-5961-4766)
- Dylan Wint (ORCID: https://orcid.org/0009-0006-9173-457X)
- Glen Nyborg
- Matthew L. Senjem (ORCID: https://orcid.org/0000-0001-9308-9275)
- Laszlo Mechtler (ORCID: https://orcid.org/0000-0002-6105-9159)
- Haley Bernhardt
- Kathleen Johnson
- Daniel L. Schwartz (ORCID: https://orcid.org/0000-0002-5578-8312)
- Caileigh Zimmerman
- Lauren Mariotti
- Jennifer Bray (ORCID: https://orcid.org/0000-0002-1315-7643)
- Carolyn English (ORCID: https://orcid.org/0000-0002-5539-6239)
- R Zawislak
- Wisam Elmalik
- Nancy Kowalski
- Michael Callan
- Jeff D. Williamson (ORCID: https://orcid.org/0000-0002-0185-5823)
- Gil Dan Rabinovici (ORCID: https://orcid.org/0000-0002-3626-4265)
- Jeffrey Bishop (ORCID: https://orcid.org/0009-0000-8354-5310)
- Taylor Clanton
- PAUL A. NEWHOUSE (ORCID: https://orcid.org/0000-0002-9298-7185)
- Bret Borowski
- Crystal Duncan
- Derek Flenniken
- Bhargav Teja Nallapu (ORCID: https://orcid.org/0000-0001-6368-8509)
- Karen Blank
- Abey Thomas (ORCID: https://orcid.org/0000-0002-0967-3995)
- Zaven Kachaturian
- Danielle Goldfarb
- Susan P. Good
- Kathy King
- Adam Fleisher (ORCID: https://orcid.org/0000-0002-2556-0878)
- Shaundra Hall
- Marina Reade
- Victor L. Villemagne (ORCID: https://orcid.org/0000-0002-5832-9875)
- Hillel Grossman
- Rawan Tarawneh (ORCID: https://orcid.org/0000-0002-7328-9568)
- David S. Knopman (ORCID: https://orcid.org/0000-0002-6544-066X)
- Kaori Kubo Germano
- Amanda Jiménez (ORCID: https://orcid.org/0000-0003-4967-1174)
- Alexandra Groome (ORCID: https://orcid.org/0009-0009-7759-893X)
- Joshua D. Grill (ORCID: https://orcid.org/0000-0002-4215-7589)
- Paul A. Yushkevich (ORCID: https://orcid.org/0000-0001-8543-4016)
- Christopher G. Schwarz (ORCID: https://orcid.org/0000-0002-1466-8357)
- Molly Goddard
- Brigid Reynolds
- Cyrus A. Raji (ORCID: https://orcid.org/0000-0002-9086-0105)
- Chengshi Jin (ORCID: https://orcid.org/0000-0002-6431-790X)
- Angelica Garcia
- David Bissig (ORCID: https://orcid.org/0000-0001-9664-5433)
- Olusegun Adegoke
- Amanda Smith (ORCID: https://orcid.org/0000-0002-7279-2938)
- Martha R. Forloines (ORCID: https://orcid.org/0000-0002-9312-0700)
- Hannah McCoubrey
- Ging‐Yuek Robin Hsiung (ORCID: https://orcid.org/0000-0002-8017-0856)
- Michael L. Alosco (ORCID: https://orcid.org/0000-0002-8113-8428)
- Akiva Mintz (ORCID: https://orcid.org/0000-0002-9905-3086)
- Giuseppe Esposito (ORCID: https://orcid.org/0000-0002-8751-1895)
- Kimberly S. Blanchard
- Elaheh Salardini
- Kelly McCann (ORCID: https://orcid.org/0000-0001-8233-6242)
- Marwan Sabbagh
- Amy Thomas
- Natalie Martinez
- Grace Nelson (ORCID: https://orcid.org/0000-0001-6945-4842)
- Saurabh Sharma (ORCID: https://orcid.org/0000-0002-4032-6115)
- Meagan Yong
- Rachel L. Henson (ORCID: https://orcid.org/0000-0002-0664-0629)
- Gregory Scott Day (ORCID: https://orcid.org/0000-0001-5133-5538)
- Phyllis Vaughn
- John C. Morris (ORCID: https://orcid.org/0000-0001-9820-5618)
- David Geldmacher (ORCID: https://orcid.org/0000-0003-2958-1876)
- Cynthia Stover
- Stephen Correia (ORCID: https://orcid.org/0000-0003-3416-3660)
- Jennifer Rowell (ORCID: https://orcid.org/0000-0003-1953-9770)
- Gad Marshall
- Siddharth Khasnavis (ORCID: https://orcid.org/0000-0003-4604-6226)
- Virginia M.‐Y. Lee (ORCID: https://orcid.org/0000-0003-3536-6902)
- Bradley F. Boeve (ORCID: https://orcid.org/0000-0002-4153-8187)
- Abhay Moghekar (ORCID: https://orcid.org/0000-0001-9464-1551)
- Jeffrey Murray Burns (ORCID: https://orcid.org/0000-0001-7609-8954)
- Leonie Farrington
- Chris Hosein
- Michael Borrie
- Emily Little (ORCID: https://orcid.org/0000-0001-6378-4971)
- Jennifer Wong (ORCID: https://orcid.org/0000-0003-2745-2771)
- Rema Raman (ORCID: https://orcid.org/0000-0002-4096-6390)
- Brian J. Lopresti
- Ycar Devis
- Emily Clark (ORCID: https://orcid.org/0000-0002-8543-3010)
- Michelle N. McDonnell (ORCID: https://orcid.org/0000-0003-4445-0647)
- William Z. Potter (ORCID: https://orcid.org/0000-0003-2529-6568)
- Amy Rangel
- Kelly Nudelman (ORCID: https://orcid.org/0000-0003-4040-1717)
- Javed Ali Khan (ORCID: https://orcid.org/0000-0003-3306-1195)
- Pamela Friedman
- Veronika Solomon
- Paula Ogrocki
- Luter Liu
- Sanjeev Vaishnavi (ORCID: https://orcid.org/0000-0002-6288-250X)
- Neil Buckholtz
- Charles S DeCarli (ORCID: https://orcid.org/0000-0003-1914-2693)
- Kellen K. Petersen (ORCID: https://orcid.org/0000-0003-3195-3456)
- Howard J. Rosen (ORCID: https://orcid.org/0000-0001-9281-7402)
- Jennifer C. Frascino (ORCID: https://orcid.org/0000-0002-9690-1617)
- Julia Boudreau
- Ian B. Malone (ORCID: https://orcid.org/0000-0001-7512-7856)
- Doris Chen (ORCID: https://orcid.org/0000-0001-8835-0280)
- Thomas O. Obisesan (ORCID: https://orcid.org/0000-0002-0291-512X)
- Connie Mayo
- Mara Acevedo
- Raymundo Hernando
- K. E. Savage (ORCID: https://orcid.org/0000-0002-1649-5314)
- Thomas C. Hawk
- Nicole L. Johnson (ORCID: https://orcid.org/0000-0001-5686-2062)
- James J. Pekar (ORCID: https://orcid.org/0000-0002-9830-0655)
- Michael Erkkinen
- Héctor Alfredo Baptista González (ORCID: https://orcid.org/0000-0003-0340-0942)
- Eliezer Masliah (ORCID: https://orcid.org/0000-0002-2117-5569)
- Regan Buckler
- Jordan P. Harp (ORCID: https://orcid.org/0000-0003-2089-0883)
- Elizeva Phillips
- Anthony Kaplan
- Dorothy Ross
- Talia M. Nir (ORCID: https://orcid.org/0000-0002-7106-7443)
- Mang Yu (ORCID: https://orcid.org/0000-0003-3302-3180)
- Ruby Endre
- Jared R. Brosch (ORCID: https://orcid.org/0000-0002-6578-0584)
- Charles Windon (ORCID: https://orcid.org/0000-0001-8719-1206)
- Duygu Tosun (ORCID: https://orcid.org/0000-0001-5174-3910)
- Maria T. Greig‐Custo
- Jaila Coleman
- Cat Conti
- Kejal Kantarci (ORCID: https://orcid.org/0000-0002-8001-2081)
- Scott Herring
- Jessica Morales (ORCID: https://orcid.org/0000-0002-3250-0099)
- Evan T. Schulze
- Terence Z. Wong (ORCID: https://orcid.org/0000-0002-5236-9139)
- Sochenda Stephens
- Denise Reyes (ORCID: https://orcid.org/0000-0003-0455-8821)
- Richard Frank (ORCID: https://orcid.org/0000-0001-5927-1217)
- Della Carter
- Vanessa Guzmán (ORCID: https://orcid.org/0009-0003-2930-4155)
- Megan C. King (ORCID: https://orcid.org/0000-0002-1688-2226)
- Floyd Jones
- Lindsey Hergesheimer
- Rachel L. Nosheny (ORCID: https://orcid.org/0000-0003-4995-8319)
- Andrew Kertesz (ORCID: https://orcid.org/0000-0002-8658-7046)
- Tia C. Hall
- Martin Sadowski (ORCID: https://orcid.org/0000-0002-3830-1779)
- Heather Rose
- Sandra Talavera (ORCID: https://orcid.org/0000-0001-9272-0547)
- Anne Arthur
- Kathryn Turner
- Jeffrey R. Petrella (ORCID: https://orcid.org/0000-0003-2596-217X)
- Richard H. Le
- Guy H. Harris (ORCID: https://orcid.org/0000-0002-5618-6719)
- Paul Malloy
- Ben Wagner (ORCID: https://orcid.org/0000-0002-2441-4043)
- Adam P. Mecca (ORCID: https://orcid.org/0000-0003-1982-5443)
- Roderick McColl (ORCID: https://orcid.org/0000-0001-7022-100X)
- Hongzheng Zhang (ORCID: https://orcid.org/0000-0001-8105-2256)
- Robert A. Koeppe (ORCID: https://orcid.org/0000-0002-9514-5311)
- Adrienne Kormos
- A. Raja (ORCID: https://orcid.org/0000-0001-5508-5628)
- Joseph Boonsiri
- Sterling C. Johnson (ORCID: https://orcid.org/0000-0002-8501-545X)
- Ryan Townley (ORCID: https://orcid.org/0000-0002-3566-3969)
- Ashton Ellison
- Ranjan Duara (ORCID: https://orcid.org/0000-0001-8060-6309)
- Mario Masellis (ORCID: https://orcid.org/0000-0002-6244-2096)
- Carolyn Liebsack
- Alka Khera (ORCID: https://orcid.org/0000-0003-1714-3617)
- Peter J. Snyder (ORCID: https://orcid.org/0000-0003-0555-4654)
- Alexandra Dahlgren
- Pauline Wu
- Donna Masterman
- Tianchen Qian (ORCID: https://orcid.org/0000-0003-4282-7826)
- Abigail Mathewson
- Lisa C. Silbert (ORCID: https://orcid.org/0000-0002-4525-0068)
- Kwangsik Nho (ORCID: https://orcid.org/0000-0002-7624-3872)
- Samantha Fikru
- Zaven S. Khachaturian
- Raymond Scott Turner (ORCID: https://orcid.org/0000-0001-7534-2935)
- Howard Chertkow (ORCID: https://orcid.org/0000-0003-3749-8132)
- Calvin Reyes
- Maryam Beigi (ORCID: https://orcid.org/0000-0002-4070-2109)
- Wendy A. Stewart
- Abby Brown
- Gary Cornell
- Olga Brawman‐Mintzer
- Hamid Reza Okhravi (ORCID: https://orcid.org/0009-0006-3684-5357)
- Parichita Choudhury (ORCID: https://orcid.org/0000-0002-8750-1160)
- Anish Kapadia (ORCID: https://orcid.org/0000-0002-8779-1962)
- Sarah Jefferson (ORCID: https://orcid.org/0000-0002-3038-1399)
- Jesse Mez (ORCID: https://orcid.org/0000-0003-1438-5442)
- James P.B. O’Connor (ORCID: https://orcid.org/0000-0002-4044-8497)
- Kelly Wallace
- Hannah Craft
- Gladiliz Rivera-Delpin
- Hannatu Amaza
- Mariana Palou
- Amy Boegel
- Michael Glass
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- Helena Colvee
- Jane Mwicigi
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- Alisa Adhikari
- Sarah Malakauskas
- Douglas W. Scharre
- Paul M. Thompson (ORCID: https://orcid.org/0000-0002-4720-8867)
- Oscar L. López (ORCID: https://orcid.org/0000-0002-8546-8256)
- Anil K. Sood (ORCID: https://orcid.org/0000-0002-5415-9901)
- David Jones (ORCID: https://orcid.org/0000-0002-2036-5141)
- Rebecca Hunt
- Andrés Soto
- Li Shen (ORCID: https://orcid.org/0000-0001-8295-7065)
- Michelle L. Hernandez (ORCID: https://orcid.org/0000-0002-0925-1872)
- Mária Tóth (ORCID: https://orcid.org/0000-0001-7620-2889)
- Robert Bryant (ORCID: https://orcid.org/0000-0003-3012-586X)
- Steven MacDonald (ORCID: https://orcid.org/0000-0003-0155-709X)
- Ming-Kai Chen (ORCID: https://orcid.org/0000-0003-2655-4178)
- Walter Martínez (ORCID: https://orcid.org/0009-0004-7249-1563)
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- Jennifer Ryan
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- Jennifer Davis
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- Ozioma C. Okonkwo (ORCID: https://orcid.org/0009-0009-8764-811X)
- Arthur W. Toga (ORCID: https://orcid.org/0000-0003-1454-8643)
- Samantha Rogers (ORCID: https://orcid.org/0000-0003-1876-5944)
- Mary Nguyen (ORCID: https://orcid.org/0000-0002-5454-6143)
- Richard King
- Justin Robison (ORCID: https://orcid.org/0009-0008-6428-693X)
- James Taylor (ORCID: https://orcid.org/0000-0002-1779-1481)
- Naomi Saito (ORCID: https://orcid.org/0009-0006-7858-9267)
- Lon S. Schneider (ORCID: https://orcid.org/0000-0002-1875-3735)
- Haonan Tong (ORCID: https://orcid.org/0000-0002-9121-9408)
- Amber Khan (ORCID: https://orcid.org/0000-0002-9576-9503)
- Sarah Ash (ORCID: https://orcid.org/0000-0002-3866-0237)
- Benjamin Lam (ORCID: https://orcid.org/0009-0003-4772-5738)
- Elizabeth J. Robinson
- Brendan Lynch
- Jan Clark
- Edgardo Rivera
- Deb Thompson
- Ashley Ko
- Sanjay Asthana (ORCID: https://orcid.org/0000-0002-3998-4479)
- Andrew Stone
- Amy Perkins
- Vernice Bates
- Kelsey King
- Carolyn Ward
- Madiha Fairooz
- Connie Kreuger
- Kerry Crawley
- Jonathan Cordona
- Lisa Schoolcraft
- Zach Bonacorsi
- Xiomara Mendoza Apuango
- Amelia Troutman
- Erin Yurko
- Josalen Gondrez
- Sheryl Detling
- Barbara Rodzon
- Tolulope Alo
- David Mossa
- Emilie Geesey
- Emily Petrocca
- Jade Uffelman
- Denece Forenback
- Ann Arlene Malia
- Caitlin Chiado
- Cary Zik
- Russell Kurvach
- Beatriz Vides
- Kathryn Moorlach
- Virginia Boatwright
- Inara Jooma
- Jessica Swiniarski
- Terra Burney
- Ala Abusalim
- Ercilia Moncayo
- Heather Polson
- Isabell Mwaura
- Patricia Wiesenauer
- Danielle Raynes-Goldfinger
- Kimberly Nelsen
- Kimberly Sacaza
- Yanis Cavrel
- Nathaniel Houghtaling
- Katie Seidenberg
- Ifreke Udodong
- Katherine Stapleton
- Allison Emborsky
- Delaney Fragale
- Heather Macnamara
- Tatiana Jimenez-Knight
- Todd Peehler
- Violet Wenner
- Heather Bauerle
- Michael Reposa
- Joseph Di Benedetto
- Sarah Bohlman
- Lena Moretz
- Kerstin Doyon
- Marie Amoyaw
- Terry Fogerty
- Skieff Acothley
- Lora Gallagher
- Elizabeth Trejo
- Yair Avila
- Nichol Ferng
- Barbara Hackenmiller
- Heather Klemp
- Heather Nicole Elmore
- Jasmina Kusuran
- Sarah Munie
- Stacey Winterton
- Bryan Smelser
- Gregory Ikner
- Haley Hendrix
- Genesis Burgos-Rivera
- Maria Cereijo
- Morris Wishnia
- Corey Demsky
- Jeffrey Maneval
- Bethanie Gamble
- Elizabeth Cheatham
- Morgan Yazell
- Linda Fenice
- Paige C Tacey
- Sarah Bowser
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- Brigit Lieb
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- A’llana Marolt
- Deborah Aloszka
- Kandise Chrestensen
- Mary Imhansiemhonehi
- Kassandra Mejia
- William Korst
- Paul Eigenberger
- Stephen Smilowitz
- Susan DeStefano
- Vanessa Clayton
- Aaliyah Korkoyah
- Hadley Hustead
- Roxxanne Polleys
- Debbie Intorcia
- Jennifer Olgin
- Serena Lowery
- Alexa Puleio
- Omobolanle Ayo
- Mona Lauture
- Melissa Hamski
- Queennie Majorie S Kahulugan
- Richard Isip
- Trinity Weisensel
- Phillip Hunter Ledford
- Ijeoma Mba
- Emily Roglaski
- John Moore-Weiss
- Leonard Matoush
- Dariya Malyarenko
- Jennifer Horenkamp
- Kara Wever
- Renee LaBarge
- Gina Garcia-Camilo
- Victoria Rufo
- Veronica Briglall
- Stephen Hegedus
- Bridget Holvey
- Ivan Mares
- Melanie Tallakson
- Jahmila Al-Amin
- Sarah Basadre
- Heather Dooly
- Katelynn Kreszyn
- Brittney Luong
- Carol Gunnoud
- Zhala Taghi-Zada
- Kailey Basham
- Leena Lukose
- Aferdita Haviari
- Nicole DaSilva
- Sonia Olgin
- Donna Veronelli
- Shaniya Parkins
- Matt Glittenberg
- Debra Ordor
- Hafsanoor Vanya
- Daryn Slazyk
- Joseph Hirtreiter
- Susan Henkle
- Joseph Bottoms
- Daniel Arcuri
- Teresa Kalowsky
- Vita Pomara
- Rebecca Devine
- William Jagust
- Marianne Sanders
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- Elham Ghanbarian
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- Mauro Veras Acosta
- Cyndy Toso
- Scott Wisniewski
- Eben S. Schwartz
- Mary Sano
- Tatiana M. Foroud
- James B. Brewer
- N. J. Cairns
- Michael W. Weiner
- Carole Ho (ORCID: https://orcid.org/0000-0003-4250-092X)
- Kristin Oleary
- Brandi Barger
- Loren Brown Ashley
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- Kristi Ayers
- S.R. Vincent
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- Neill R. Graff‐Radford
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- Sarah Binder
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- Triana Rudd
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- Maurylette Gui
- Robin Bean
- Adam Diaz
- Immaculata Okonkwo
- Stacy Pot
- Steven Presto
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- Joanne Lim
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- B Marti (ORCID: https://orcid.org/0009-0001-7503-7946)
- Susan Molchan
- Caroline Smith
- Adaora Nwosu
- Lynn Nguyen
- Jacob Faircloth
- Nathiel Pacini
- Arlene Richards
- J Knaack
- Cammie Hellegers
- Alexandria Montero
- Maya Farchi
- Anton Thomas
- Sheryl Lynch
- Skylar Wilson
- Traci Day
- Jesse Stanhope
- Meghan Donahue
- Lauren Jennings
- Isabella Levesque
- Sandra Calderon
- Fabiola Magana
- Erin Fransen
- Katlynn Patterson
- Tuba Ahmed
- Ezequiel Zamora
- Allison Acree
- Campbell Long
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- Charles J. Duffy
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- Leon J. Thal
- Edward B. Lee
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- Ronald Petersen (ORCID: https://orcid.org/0009-0006-8296-6416)
- Cynthia Muñoz
- Esteban Figueroa
- Sylvia White Salazar
- John Rogers
- Ellen Hartman
- Robert Hernandez
- Stephanie Reeder
- Cynthia M. Carlsson
- Scott McGinnis
- Kimberly Jackson
- Bennett Myers
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- Nicole Barcelos
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- Rima Kaddurah-Daouk
- Tera Clay
- Carlota Conant
- Socorro Trujillo
- Tascha Helland
- Jessica Nath
- Cierra McCurry
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- TaNisha Wilson
- Tanya Harte
- Charna Bates (ORCID: https://orcid.org/0009-0001-1927-658X)
- Lindsey Booth Robbins
- J. Plenge
- Michelle Villar
- Alayne Nieto
- Prabin Mandal
- Michael Rafii
- Asa Widman
- Stephen D’Ambrosio
- Tiffani Fox
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- Sallie Carpentier
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- Ella Wright
- Kayley Lawrence
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- Mikell White
- Morgan Blackburn
- Jenny Echevarria
- Micah Ellis Slaughter
- Lindsey Gillen
- Kelly Clark
- Daniel Bandy
- Mai Seng Thao
- Dana Mathews
- Chi Hun Kim
- P. Murali Doraiswamy (ORCID: https://orcid.org/0000-0003-0697-3893)
- Amanda Brennan
- Bruce L. Miller
- Horacio Capote
- J. A. Mahaffey
- Latasha Chapman
- Jennifer Salazar
- Jasmine Stewart
- Jonathan Graff-Radford
- Christopher van Dyck
- Lisa Taylor‐Reinwald
- Catherine Mc-Adams-Ortiz
- Chad Ward
- Mauricio Becerra
- Patricia O’Donnell
- Sandra Black
- Oshoze Kadiri
- Melanie J. Miller (ORCID: https://orcid.org/0000-0002-7189-1109)
- Linda Watts
- Jessica Magnuson
- Aimee Pierce
- Jeff Gunter
- Wendy Qiu
- Eugene Yau
- Michele Assaly
- G. Devereux
- Katherin Martin
- Sonia Garrison
- Antonio Gama
- Nicole Robert
- Maria Chaudhary
- Regan Brooks
- Abbey Arnold
- Julia Greeson
- Nicole Gagliano
- Kirsten Hendrickson
- Christine Dittrich
- Tatianne Martinez
- Anjana Mandal
- Milagros Rangel
- Patricia Place
- Maribel Nunez
- Matalin Miller
- Sari Pham
- Casie Lyons
- Mary Locke
- Rachael Penn
- Katherine Berner
- Mercedes Madison
- Nicole Mathis
- Phyllis Switzer
- Sylvia Grant
- Caitlin Webb
- Mayer Joshua Hasbani
- YuQuan Oliver Lu
- Maria Samira Gutierrez
- Kedir Adem Hussen
- Brittani Evans
- Candy Monarrez
- Michele Gutierrez
- Alyssa Ton
- Kyliah Hughes
- Alicia Leader
- E. R. C. Walker
- Bevan Hoover
- Ava Stipanovich
- Alexis DeMarco
- Gustavo Jiménez
- Leslie M. Shaw
- Stephanie O'Malley
- Tahlee Marian
- Jacobo Mintzer
- R.M. Silver
- Chuang-Kuo Wu
- Gaby Thai
- Debra Silberberg Kovac
- Meghan Riddle
- M. G. McMillan
- Nadeen Elayan
- Randall Barker
- Blake Vogler
- Amber Watkins
- Kimberly Martin
- Neetha Basheer
- Amy Browning
- Lorena Macias
- Elisa Hidalgo
- Caila Ryan
- Margaret Bassett
- Sydni Jenee Hill
- Seth A. Gale (ORCID: https://orcid.org/0000-0003-2880-2112)
- Meghan Mitchellc
- Lisa RankinW
- Christopher Scottc
Institutions
- Albert Einstein College of Medicine (US)
- University of California, Irvine (US)
- Washington University in St. Louis (US)
- Usak University (TR)
- University of Pennsylvania (US)
Publication Details
- Journal
- Neurology
- Published
- 2025-03-29
- DOI
- https://doi.org/10.1212/wnl.0000000000213490
- Citations
- 5
- Primary Topic
- Dementia and Cognitive Impairment Research
- Type
- article
- Field-Weighted Citation Impact
- 7.36