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Penalized decomposition using residuals (PeDecURe) for feature extraction in the presence of nuisance variables.
Published in:
Biostatistics, 2023, v. 24, n. 3, p. 653, doi. 10.1093/biostatistics/kxac031
By:
- Weinstein, Sarah M;
- Davatzikos, Christos;
- Doshi, Jimit;
- Linn, Kristin A;
- Shinohara, Russell T;
- Initiative, For the Alzheimer's Disease Neuroimaging
Publication type:
Article
Elevated Markers of Inflammation Are Associated With Longitudinal Changes in Brain Function in Older Adults.
Published in:
2018
By:
- Warren, Kristen N.;
- Beason-Held, Lori L.;
- Carlson, Olga;
- Egan, Josephine M.;
- Yang An;
- Doshi, Jimit;
- Davatzikos, Christos;
- Ferrucci, Luigi;
- Resnick, Susan M.;
- An, Yang
Publication type:
journal article
The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics.
Published in:
Scientific Data, 2022, v. 9, n. 1, p. 1, doi. 10.1038/s41597-022-01560-7
By:
- Bakas, Spyridon;
- Sako, Chiharu;
- Akbari, Hamed;
- Bilello, Michel;
- Sotiras, Aristeidis;
- Shukla, Gaurav;
- Rudie, Jeffrey D.;
- Santamaría, Natali Flores;
- Kazerooni, Anahita Fathi;
- Pati, Sarthak;
- Rathore, Saima;
- Mamourian, Elizabeth;
- Ha, Sung Min;
- Parker, William;
- Doshi, Jimit;
- Baid, Ujjwal;
- Bergman, Mark;
- Binder, Zev A.;
- Verma, Ragini;
- Lustig, Robert A.
Publication type:
Article
MRI signatures of brain age and disease over the lifespan based on a deep brain network and 14 468 individuals worldwide.
Published in:
2020
By:
- Bashyam, Vishnu M;
- Erus, Guray;
- Doshi, Jimit;
- Habes, Mohamad;
- Nasralah, Ilya;
- Truelove-Hill, Monica;
- Srinivasan, Dhivya;
- Mamourian, Liz;
- Pomponio, Raymond;
- Fan, Yong;
- Launer, Lenore J;
- Masters, Colin L;
- Maruff, Paul;
- Zhuo, Chuanjun;
- Völzke, Henry;
- Johnson, Sterling C;
- Fripp, Jurgen;
- Koutsouleris, Nikolaos;
- Satterthwaite, Theodore D;
- Wolf, Daniel
Publication type:
journal article
Two distinct neuroanatomical subtypes of schizophrenia revealed using machine learning.
Published in:
2020
By:
- Chand, Ganesh B;
- Dwyer, Dominic B;
- Erus, Guray;
- Sotiras, Aristeidis;
- Varol, Erdem;
- Srinivasan, Dhivya;
- Doshi, Jimit;
- Pomponio, Raymond;
- Pigoni, Alessandro;
- Dazzan, Paola;
- Kahn, Rene S;
- Schnack, Hugo G;
- Zanetti, Marcus V;
- Meisenzahl, Eva;
- Busatto, Geraldo F;
- Crespo-Facorro, Benedicto;
- Pantelis, Christos;
- Wood, Stephen J;
- Zhuo, Chuanjun;
- Shinohara, Russell T
Publication type:
journal article
Heterogeneity of neuroanatomical patterns in prodromal Alzheimer's disease: links to cognition, progression and biomarkers.
Published in:
2017
By:
- Aoyan Dong;
- Toledo, Jon B.;
- Honnorat, Nicolas;
- Doshi, Jimit;
- Varol, Erdem;
- Sotiras, Aristeidis;
- Wolk, David;
- Trojanowski, John Q.;
- Davatzikos, Christos;
- Dong, Aoyan;
- Alzheimer’s Disease Neuroimaging Initiative
Publication type:
journal article
White matter hyperintensities and imaging patterns of brain ageing in the general population.
Published in:
2016
By:
- Habes, Mohamad;
- Erus, Guray;
- Toledo, Jon B.;
- Tianhao Zhang;
- Bryan, Nick;
- Launer, Lenore J.;
- Rosseel, Yves;
- Janowitz, Deborah;
- Doshi, Jimit;
- Van der Auwera, Sandra;
- von Sarnowski, Bettina;
- Hegenscheid, Katrin;
- Hosten, Norbert;
- Homuth, Georg;
- Völzke, Henry;
- Schminke, Ulf;
- Hoffmann, Wolfgang;
- Grabe, Hans J.;
- Davatzikos, Christos;
- Zhang, Tianhao
Publication type:
journal article
Multisite Machine Learning Analysis Provides a Robust Structural Imaging Signature of Schizophrenia Detectable Across Diverse Patient Populations and Within Individuals.
Published in:
Schizophrenia Bulletin, 2018, v. 44, n. 5, p. 1035, doi. 10.1093/schbul/sbx137
By:
- Rozycki, Martin;
- Satterthwaite, Theodore D;
- Koutsouleris, Nikolaos;
- Erus, Guray;
- Doshi, Jimit;
- Wolf, Daniel H;
- Fan, Yong;
- Gur, Raquel E;
- Gur, Ruben C;
- Meisenzahl, Eva M
Publication type:
Article
Machine‐learning based MRI neuro‐anatomical signatures associated with cardiovascular and metabolic risk factors.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2022, v. 18, n. 6, p. 1, doi. 10.1002/alz.061530
By:
- Govindarajan, Sindhuja Tirumalai;
- Mamourian, Elizabeth;
- Erus, Guray;
- Abdulkadir, Ahmed;
- Melhem, Randa;
- Doshi, Jimit;
- Pomponio, Raymond;
- Tosun, Duygu;
- Bilgel, Murat;
- An, Yang;
- Sotiras, Aristeidis;
- Marcus, Daniel S.;
- LaMontagne, Pamela J.;
- Espeland, Mark A.;
- Masters, Colin L.;
- Maruff, Paul;
- Launer, Lenore J.;
- Fripp, Jurgen;
- Johnson, Sterling C.;
- Morris, John C.
Publication type:
Article
Machine‐learning based MRI neuro‐anatomical signatures associated with cardiovascular and metabolic risk factors.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2022, v. 18, p. 1, doi. 10.1002/alz.067709
By:
- Govindarajan, Sindhuja Tirumalai;
- Mamourian, Elizabeth;
- Erus, Guray;
- Abdulkadir, Ahmed;
- Melhem, Randa;
- Doshi, Jimit;
- Pomponio, Raymond;
- Tosun, Duygu;
- An, Yang;
- Sotiras, Aristeidis;
- Marcus, Daniel S.;
- LaMontagne, Pamela J.;
- Espeland, Mark A.;
- Masters, Colin L.;
- Maruff, Paul;
- Launer, Lenore J.;
- Fripp, Jurgen;
- Johnson, Sterling C.;
- Morris, John C.;
- Albert, Marilyn S.
Publication type:
Article
Disentangling brain heterogeneity via semi‐supervised deep‐learning and MRI: Application to dimensional representations of Alzheimer’s disease.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2021, v. 17, p. 1, doi. 10.1002/alz.052735
By:
- Yang, Zhijian;
- Nasrallah, Ilya M.;
- Shou, Haochang;
- Wen, Junhao;
- Doshi, Jimit;
- Habes, Mohamad;
- Erus, Guray;
- Abdulkadir, Ahmed;
- Resnick, Susan M.;
- Wolk, David A.;
- Davatzikos, Christos
Publication type:
Article
Disentangling Alzheimer’s disease neurodegeneration from typical brain aging using MRI and machine learning.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2021, v. 17, p. 1, doi. 10.1002/alz.051532
By:
- Hwang, Gyujoon;
- Abdulkadir, Ahmed;
- Erus, Guray;
- Habes, Mohamad;
- Pomponio, Raymond;
- Shou, Haochang;
- Doshi, Jimit;
- Mamourian, Elizabeth;
- Rashid, Tanweer;
- Bilgel, Murat;
- Fan, Yong;
- Sotiras, Aristeidis;
- Srinivasan, Dhivya;
- Morris, John C.;
- Marcus, Daniel S.;
- Albert, Marilyn S.;
- Bryan, Nick;
- Resnick, Susan M.;
- Nasrallah, Ilya M.;
- Davatzikos, Christos
Publication type:
Article
The Brain Chart of Aging: Machine‐learning analytics reveals links between brain aging, white matter disease, amyloid burden, and cognition in the iSTAGING consortium of 10,216 harmonized MR scans.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2021, v. 17, n. 1, p. 89, doi. 10.1002/alz.12178
By:
- Habes, Mohamad;
- Pomponio, Raymond;
- Shou, Haochang;
- Doshi, Jimit;
- Mamourian, Elizabeth;
- Erus, Guray;
- Nasrallah, Ilya;
- Launer, Lenore J.;
- Rashid, Tanweer;
- Bilgel, Murat;
- Fan, Yong;
- Toledo, Jon B.;
- Yaffe, Kristine;
- Sotiras, Aristeidis;
- Srinivasan, Dhivya;
- Espeland, Mark;
- Masters, Colin;
- Maruff, Paul;
- Fripp, Jurgen;
- Völzk, Henry
Publication type:
Article
Stages of tau aggregation associated with amyloidosis reflected in non‐negative matrix factorization components: Neuroimaging / Optimal neuroimaging measures for tracking disease progression.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2020, v. 16, n. 11, p. 1, doi. 10.1002/alz.046728
By:
- Srinivasan, Dhivya;
- Truelove‐Hill, Monica;
- Erus, Guray;
- Sotiras, Aristeidis;
- Doshi, Jimit;
- Wolk, David A.;
- Davatzikos, Christos;
- Nasrallah, Ilya M.
Publication type:
Article
A predictive, modeling‐based screening tool to enrich amyloid beta positivity in a cognitively normal sample: Biomarkers (non‐neuroimaging)/Use in clinical trial design and evaluation.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2020, v. 16, n. 11, p. 1, doi. 10.1002/alz.045242
By:
- Truelove‐Hill, Monica;
- Erus, Guray;
- Pomponio, Raymond;
- Bashyam, Vishnu;
- Doshi, Jimit;
- Habes, Mohamad;
- Ezzati, Ali;
- Bilgel, Murat;
- Resnick, Susan M.;
- Nasrallah, Ilya M.;
- Wolk, David A.;
- Davatzikos, Christos
Publication type:
Article
Data‐driven approach reveals heterogeneity and region‐specific association of white matter hyperintensities with the APOE genotype: Doctor AI: Making computers explain their decisions.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2020, v. 16, n. 11, p. 1, doi. 10.1002/alz.037342
By:
- Habes, Mohamad;
- Sotiras, Aristeidis;
- Erus, Guray;
- Toledo, Jon B.;
- Janowitz, Deborah;
- Wolk, David A.;
- Shou, Haochang;
- Bryan, Nick;
- Doshi, Jimit;
- Voelzke, Henry;
- Schminke, Ulf;
- Hoffmann, Wolfgang;
- Resnick, Susan M.;
- Grabe, Hans J.;
- Davatzikos, Christos
Publication type:
Article
P3‐471: TEMPORAL SEQUENCE OF CEREBELLUM VOLUMES AND MEMORY IN THE BALTIMORE LONGITUDINAL STUDY ON AGING.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2019, v. 15, p. P1147, doi. 10.1016/j.jalz.2019.06.3506
By:
- Cooper, C'iana P.;
- Armstrong, Nicole;
- Shafer, Andrea T.;
- An, Yang;
- Doshi, Jimit;
- Erus, Guray;
- Davatzikos, Christos;
- Rapp, Peter R.;
- Resnick, Susan M.
Publication type:
Article
O3‐09‐02: WHITE MATTER HYPERINTENSITIES IN RELATION TO PATTERNS OF ACCELERATED BRAIN AGING, AD‐LIKE ATROPHY AND AMYLOID BURDEN: RESULTS FROM THE ISTAGING CONSORTIUM ON MACHINE LEARNING AND LARGE‐SCALE IMAGING ANALYTICS.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2019, v. 15, p. P904, doi. 10.1016/j.jalz.2019.06.4673
By:
- Habes, Mohamad;
- Pomponio, Raymond;
- Shou, Haochang;
- Doshi, Jimit;
- Sotiras, Aristeidis;
- Erus, Guray;
- Launer, Lenore J.;
- Mamourian, Elizabeth;
- Bilgel, Murat;
- Yaffe, Kristine;
- Srinivasan, Dhivya;
- Espeland, Mark A.;
- Nasrallah, Ilya M.;
- Rowe, Christopher C.;
- Voelzke, Henry;
- Johnson, Sterling C.;
- Albert, Marilyn S.;
- Bryan, Nick;
- Grabe, Hans J.;
- Resnick, Susan M.
Publication type:
Article
O3‐03‐03: CHANGE IN COGNITION IS CORRELATED WITH CHANGE IN BRAIN VOLUMES IN COGNITIVELY NORMAL OLDER ADULTS.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2019, v. 15, p. P882, doi. 10.1016/j.jalz.2019.06.4638
By:
- Armstrong, Nicole;
- An, Yang;
- Williams, Owen A.;
- Doshi, Jimit;
- Erus, Guray;
- Davatzikos, Christos;
- Resnick, Susan M.
Publication type:
Article
P1‐392: ASSOCIATION OF HIPPOCAMPAL VOLUME POLYGENIC PREDICTOR SCORE WITH CHANGE IN COGNITION AND BRAIN VOLUMES AMONG COGNITIVELY HEALTHY OLDER ADULTS.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2019, v. 15, p. P406, doi. 10.1016/j.jalz.2019.06.997
By:
- Armstrong, Nicole;
- Dumitrescu, Logan;
- Huang, Chiung-Wei;
- An, Yang;
- Doshi, Jimit;
- Erus, Guray;
- Davatzikos, Christos;
- Hohman, Timothy J.;
- Resnick, Susan M.
Publication type:
Article
IC‐P‐108: WHITE MATTER HYPERINTENSITIES IN RELATION TO PATTERNS OF ACCELERATED BRAIN AGING, AD‐LIKE ATROPHY AND AMYLOID BURDEN: RESULTS FROM THE ISTAGING CONSORTIUM ON MACHINE LEARNING AND LARGE‐SCALE IMAGING ANALYTICS.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2019, v. 15, p. P92, doi. 10.1016/j.jalz.2019.06.4222
By:
- Habes, Mohamad;
- Pomponio, Raymond;
- Shou, Haochang;
- Doshi, Jimit;
- Sotiras, Aristeidis;
- Erus, Guray;
- Launer, Lenore J.;
- Mamourian, Elizabeth;
- Bilgel, Murat;
- Yaffe, Kristine;
- Srinivasan, Dhivya;
- Espeland, Mark A.;
- Nasrallah, Ilya M.;
- Rowe, Christopher C.;
- Voelzke, Henry;
- Johnson, Sterling C.;
- Albert, Marilyn S.;
- Bryan, Nick;
- Grabe, Hans J.;
- Resnick, Susan M.
Publication type:
Article
IC‐P‐108: WHITE MATTER HYPERINTENSITIES IN RELATION TO PATTERNS OF ACCELERATED BRAIN AGING, AD‐LIKE ATROPHY AND AMYLOID BURDEN: RESULTS FROM THE ISTAGING CONSORTIUM ON MACHINE LEARNING AND LARGE‐SCALE IMAGING ANALYTICS.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2019, v. 15, p. P92, doi. 10.1016/j.jalz.2019.06.4222
By:
- Habes, Mohamad;
- Pomponio, Raymond;
- Shou, Haochang;
- Doshi, Jimit;
- Sotiras, Aristeidis;
- Erus, Guray;
- Launer, Lenore J.;
- Mamourian, Elizabeth;
- Bilgel, Murat;
- Yaffe, Kristine;
- Srinivasan, Dhivya;
- Espeland, Mark A.;
- Nasrallah, Ilya M.;
- Rowe, Christopher C.;
- Voelzke, Henry;
- Johnson, Sterling C.;
- Albert, Marilyn S.;
- Bryan, Nick;
- Grabe, Hans J.;
- Resnick, Susan M.
Publication type:
Article
O4‐04‐01: APOLIPOPROTEIN E4 GENOTYPE AND LONGITUDINAL CHANGES IN BRAIN STRUCTURE IN SUBSEQUENTLY IMPAIRED AND COGNITIVELY HEALTHY OLDER ADULTS.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2018, v. 14, p. P1407, doi. 10.1016/j.jalz.2018.06.2927
By:
- Armstrong, Nicole;
- An, Yang;
- Beason-Held, Lori L.;
- Doshi, Jimit;
- Erus, Guray;
- Ferrucci, Luigi;
- Davatzikos, Christos;
- Resnick, Susan M.
Publication type:
Article
P2‐410: RIGHT EAR ADVANTAGE: ASSOCIATION OF LATERALITY OF PERIPHERAL HEARING LOSS WITH TEMPORAL LOBE NEURODEGENERATION.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2018, v. 14, p. P864, doi. 10.1016/j.jalz.2018.06.1102
By:
- Armstrong, Nicole;
- An, Yang;
- Doshi, Jimit;
- Erus, Guray;
- Ferrucci, Luigi;
- Davatzikos, Christos;
- Deal, Jennifer A.;
- Lin, Frank R.;
- Resnick, Susan M.
Publication type:
Article
P2‐400: IMAGING SIGNATURES OF AD, BRAIN AGING AND WHITE MATTER HYPERINTENSITIES SHOW DISSOCIABLE ASSOCIATIONS WITH COGNITIVE DECLINE IN HEALTHY SUBJECTS LONGITUDINALLY FOLLOWED IN ADNI.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2018, v. 14, p. P856, doi. 10.1016/j.jalz.2018.06.1091
By:
- Habes, Mohamad;
- Erus, Guray;
- Sotiras, Aristeidis;
- Doshi, Jimit;
- Fan, Yong;
- Nasrallah, Ilya;
- Wolk, David A.;
- Davatzikos, Christos
Publication type:
Article
P2‐371: CSF‐CAT: A COMPOSITE CSF Aβ AND TAU INDEX TOWARD RADIO‐PATHOMICS OF ALZHEIMER'S DISEASE.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2018, v. 14, p. P836, doi. 10.1016/j.jalz.2018.06.1062
By:
- Erus, Guray;
- Sotiras, Aristeidis;
- Habes, Mohamad;
- Doshi, Jimit;
- Davatzikos, Christos
Publication type:
Article
Genetic and Clinical Correlates of AI-Based Brain Aging Patterns in Cognitively Unimpaired Individuals.
Published in:
JAMA Psychiatry, 2024, v. 81, n. 5, p. 456, doi. 10.1001/jamapsychiatry.2023.5599
By:
- Skampardoni, Ioanna;
- Nasrallah, Ilya M.;
- Abdulkadir, Ahmed;
- Wen, Junhao;
- Melhem, Randa;
- Mamourian, Elizabeth;
- Erus, Guray;
- Doshi, Jimit;
- Singh, Ashish;
- Yang, Zhijian;
- Cui, Yuhan;
- Hwang, Gyujoon;
- Ren, Zheng;
- Pomponio, Raymond;
- Srinivasan, Dhivya;
- Govindarajan, Sindhuja Tirumalai;
- Parmpi, Paraskevi;
- Wittfeld, Katharina;
- Grabe, Hans J.;
- Bülow, Robin
Publication type:
Article
Assessment of Neuroanatomical Endophenotypes of Autism Spectrum Disorder and Association With Characteristics of Individuals With Schizophrenia and the General Population.
Published in:
JAMA Psychiatry, 2023, v. 80, n. 5, p. 498, doi. 10.1001/jamapsychiatry.2023.0409
By:
- Hwang, Gyujoon;
- Wen, Junhao;
- Sotardi, Susan;
- Brodkin, Edward S.;
- Chand, Ganesh B.;
- Dwyer, Dominic B.;
- Erus, Guray;
- Doshi, Jimit;
- Singhal, Pankhuri;
- Srinivasan, Dhivya;
- Varol, Erdem;
- Sotiras, Aristeidis;
- Dazzan, Paola;
- Kahn, Rene S.;
- Schnack, Hugo G.;
- Zanetti, Marcus V.;
- Meisenzahl, Eva;
- Busatto, Geraldo F.;
- Crespo-Facorro, Benedicto;
- Pantelis, Christos
Publication type:
Article
Characterizing Heterogeneity in Neuroimaging, Cognition, Clinical Symptoms, and Genetics Among Patients With Late-Life Depression.
Published in:
2022
By:
- Wen, Junhao;
- Fu, Cynthia H. Y.;
- Tosun, Duygu;
- Veturi, Yogasudha;
- Yang, Zhijian;
- Abdulkadir, Ahmed;
- Mamourian, Elizabeth;
- Srinivasan, Dhivya;
- Skampardoni, Ioanna;
- Singh, Ashish;
- Nawani, Hema;
- Bao, Jingxuan;
- Erus, Guray;
- Shou, Haochang;
- Habes, Mohamad;
- Doshi, Jimit;
- Varol, Erdem;
- Mackin, R. Scott;
- Sotiras, Aristeidis;
- Fan, Yong
Publication type:
journal article
A deep learning framework identifies dimensional representations of Alzheimer's Disease from brain structure.
Published in:
Nature Communications, 2021, v. 12, n. 1, p. 1, doi. 10.1038/s41467-021-26703-z
By:
- Yang, Zhijian;
- Nasrallah, Ilya M.;
- Shou, Haochang;
- Wen, Junhao;
- Doshi, Jimit;
- Habes, Mohamad;
- Erus, Guray;
- Abdulkadir, Ahmed;
- Resnick, Susan M.;
- Albert, Marilyn S.;
- Maruff, Paul;
- Fripp, Jurgen;
- Morris, John C.;
- Wolk, David A.;
- Davatzikos, Christos;
- iSTAGING Consortium;
- Fan, Yong;
- Bashyam, Vishnu;
- Mamouiran, Elizabeth;
- Melhem, Randa
Publication type:
Article
MAPPING THE HETEROGENEITY OF NEUROANATOMY AND FUNCTIONAL CONNECTIVITY DEVIATION FROM TYPICAL BRAIN AGING: A PATTERN ANALYSIS AND MACHINE LEARNING STUDY.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2017, v. 13, p. P1464, doi. 10.1016/j.jalz.2017.07.533
By:
- Eavani, Harini;
- Habes, Mohamad;
- An, Yang;
- Hsieh, Meng-Kang;
- Honnorat, Nicolas;
- Erus, Guray;
- Doshi, Jimit;
- Ferrucci, Luigi;
- Beason-Held, Lori L.;
- Resnick, Susan M.;
- Davatzikos, Christos
Publication type:
Article
REGARDLESS OF THEIR LOCATION, WHITE MATTER HYPERINTENSITIES ARE ASSOCIATED WITH ADVANCED BRAIN AGING THROUGHOUT ADULTHOOD IN THE STUDY OF HEALTH IN POMERANIA.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2017, v. 13, p. P8, doi. 10.1016/j.jalz.2017.06.2633
By:
- Habes, Mohamad;
- Erus, Guray;
- Toledo, Jon B.;
- Bryan, R.N.;
- Janowitz, Deborah;
- Doshi, Jimit;
- Voelzke, Henry;
- Schminke, Ulf;
- Hoffmann, Wolfgang;
- Grabe, Hans J.;
- Wolk, David A.;
- Davatzikos, Christos
Publication type:
Article
NON-RESILIENT BRAIN AGING IN ASSOCIATION WITH CARDIOVASCULAR RISK AND WHITE MATTER HYPERINTENSITIES: THE SHIP STUDY.
Published in:
Alzheimer's & Dementia: The Journal of the Alzheimer's Association, 2016, v. 12, p. P226, doi. 10.1016/j.jalz.2016.06.407
By:
- Habes, Mohamad;
- Guray, Erus;
- Toledo, Jon B.;
- Zhang, Tianhao;
- Bryan, R.N.;
- Janowitz, Deborah;
- Doshi, Jimit;
- von Sarnowski, Bettina;
- Hegenscheid, Katrin;
- Voelzke, Henry;
- Schminke, Ulf;
- Hoffmann, Wolfgang;
- Grabe, Hans J.;
- Davatzikos, Christos
Publication type:
Article
Spatial heterogeneity of patterns of cortical amyloid deposition in healthy aging and its relationship to memory decline
Published in:
2012
By:
- Yotter, Rachel;
- Doshi, Jimit;
- Clark, Vanessa;
- Sojkova, Jitka;
- Zhou, Yungui;
- Wong, Dean;
- Ferrucci, Luigi;
- Resnick, Susan;
- Davatzikos, Christos
Publication type:
Abstract
Spatial heterogeneity of patterns of cortical amyloid deposition in healthy aging and its relationship to memory decline
Published in:
2012
By:
- Yotter, Rachel;
- Doshi, Jimit;
- Clark, Vanessa;
- Sojkova, Jitka;
- Zhou, Yungui;
- Wong, Dean;
- Ferrucci, Luigi;
- Resnick, Susan;
- Davatzikos, Christos
Publication type:
Abstract
Association of brain atrophy and vascular white matter lesions with CERAD score in Alzheimer's disease
Published in:
2011
By:
- Bilello, Michel;
- Doshi, Jimit;
- Xie, Sharon;
- Arnold, Steven;
- Davatzikos, Christos
Publication type:
Abstract
Association of brain atrophy and vascular white matter lesions with CERAD score in Alzheimer's disease
Published in:
2011
By:
- Bilello, Michel;
- Doshi, Jimit;
- Xie, Sharon;
- Arnold, Steven;
- Davatzikos, Christos
Publication type:
Abstract
Multimodal Magnetic Resonance Imaging Study of Treatment-Naïve Adults with Attention-Deficit/Hyperactivity Disorder.
Published in:
PLoS ONE, 2014, v. 9, n. 10, p. 1, doi. 10.1371/journal.pone.0110199
By:
- Chaim, Tiffany M.;
- Zhang, Tianhao;
- Zanetti, Marcus V.;
- da Silva, Maria Aparecida;
- Louzã, Mário R.;
- Doshi, Jimit;
- Serpa, Mauricio H.;
- Duran, Fabio L. S.;
- Caetano, Sheila C.;
- Davatzikos, Christos;
- Busatto, Geraldo F.
Publication type:
Article
Deep Generative Medical Image Harmonization for Improving Cross-Site Generalization in Deep Learning Predictors.
Published in:
Journal of Magnetic Resonance Imaging, 2022, v. 55, n. 3, p. 908, doi. 10.1002/jmri.27908
By:
- Bashyam, Vishnu M.;
- Doshi, Jimit;
- Erus, Guray;
- Srinivasan, Dhivya;
- Abdulkadir, Ahmed;
- Singh, Ashish;
- Habes, Mohamad;
- Yong Fan;
- Masters, Colin L.;
- Maruff, Paul;
- Chuanjun Zhuo;
- Völzke, Henry;
- Johnson, Sterling C.;
- Fripp, Jurgen;
- Koutsouleris, Nikolaos;
- Satterthwaite, Theodore D.;
- Wolf, Daniel H.;
- Gur, Raquel E.;
- Gur, Ruben C.;
- Morris, John C.
Publication type:
Article
Radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma: implications for personalized radiotherapy planning.
Published in:
Journal of Medical Imaging, 2018, v. 5, n. 2, p. 021219-1, doi. 10.1117/1.JMI.5.2.021219
By:
- Rathore, Saima;
- Akbari, Hamed;
- Doshi, Jimit;
- Shukla, Gaurav;
- Rozycki, Martin;
- Bilello, Michel;
- Lustig, Robert;
- Davatzikos, Christos
Publication type:
Article
Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome.
Published in:
Journal of Medical Imaging, 2018, v. 5, n. 1, p. 011018-1, doi. 10.1117/1.JMI.5.1.011018
By:
- Davatzikos, Christos;
- Rathore, Saima;
- Bakas, Spyridon;
- Pati, Sarthak;
- Bergman, Mark;
- Kalarot, Ratheesh;
- Sridharan, Patmaa;
- Gastounioti, Aimilia;
- Jahani, Nariman;
- Cohen, Eric;
- Akbari, Hamed;
- Tunc, Birkan;
- Doshi, Jimit;
- Parker, Drew;
- Hsieh, Michael;
- Sotiras, Aristeidis;
- Hongming Li;
- Yangming Ou;
- Doot, Robert K.;
- Bilello, Michel
Publication type:
Article
Addressing Confounding in Predictive Models with an Application to Neuroimaging.
Published in:
International Journal of Biostatistics, 2016, v. 12, n. 1, p. 31, doi. 10.1515/ijb-2015-0030
By:
- Linn, Kristin A.;
- Gaonkar, Bilwaj;
- Doshi, Jimit;
- Davatzikos, Christos;
- Shinohara, Russell T.
Publication type:
Article
Alzheimer's disease pattern of brain atrophy predicts cognitive decline in Parkinson's disease.
Published in:
Brain: A Journal of Neurology, 2012, v. 135, n. 1, p. 170, doi. 10.1093/brain/awr277
By:
- Weintraub, Daniel;
- Dietz, Nicole;
- Duda, John E.;
- Wolk, David A.;
- Doshi, Jimit;
- Xie, Sharon X.;
- Davatzikos, Christos;
- Clark, Christopher M.;
- Siderowf, Andrew
Publication type:
Article
Bile acid synthesis, modulation, and dementia: A metabolomic, transcriptomic, and pharmacoepidemiologic study.
Published in:
2021
By:
- Varma, Vijay R.;
- Wang, Youjin;
- An, Yang;
- Varma, Sudhir;
- Bilgel, Murat;
- Doshi, Jimit;
- Legido-Quigley, Cristina;
- Delgado, João C.;
- Oommen, Anup M.;
- Roberts, Jackson A.;
- Wong, Dean F.;
- Davatzikos, Christos;
- Resnick, Susan M.;
- Troncoso, Juan C.;
- Pletnikova, Olga;
- O'Brien, Richard;
- Hak, Eelko;
- Baak, Brenda N.;
- Pfeiffer, Ruth;
- Baloni, Priyanka
Publication type:
journal article
Disentangling Alzheimer's disease neurodegeneration from typical brain ageing using machine learning.
Published in:
Brain Communications, 2022, v. 4, n. 3, p. 1, doi. 10.1093/braincomms/fcac117
By:
- Gyujoon Hwang;
- Abdulkadir, Ahmed;
- Erus, Guray;
- Habes, Mohamad;
- Pomponio, Raymond;
- Haochang Shou;
- Doshi, Jimit;
- Mamourian, Elizabeth;
- Rashid, Tanweer;
- Bilgel, Murat;
- Yong Fan;
- Sotiras, Aristeidis;
- Srinivasan, Dhivya;
- Morris, John C.;
- Albert, Marilyn S.;
- Bryan, Nick R.;
- Resnick, Susan M.;
- Nasrallah, Ilya M.;
- Davatzikos, Christos;
- Wolk, David A.
Publication type:
Article
Leveraging machine learning predictive biomarkers to augment the statistical power of clinical trials with baseline magnetic resonance imaging.
Published in:
Brain Communications, 2021, v. 3, n. 4, p. 1, doi. 10.1093/braincomms/fcab264
By:
- Lou, Carolyn;
- Habes, Mohamad;
- Illenberger, Nicholas A.;
- Ezzati, Ali;
- Lipton, Richard B.;
- Shaw, Pamela A.;
- Stephens-Shields, Alisa J.;
- Akbari, Hamed;
- Doshi, Jimit;
- Davatzikos, Christos;
- Shinohara, Russell T.
Publication type:
Article
Association of Midlife Hearing Impairment With Late-Life Temporal Lobe Volume Loss.
Published in:
2019
By:
- Armstrong, Nicole M.;
- An, Yang;
- Doshi, Jimit;
- Erus, Guray;
- Ferrucci, Luigi;
- Davatzikos, Christos;
- Deal, Jennifer A.;
- Lin, Frank R.;
- Resnick, Susan M.
Publication type:
journal article
Association of Intensive vs Standard Blood Pressure Control With Cerebral White Matter Lesions.
Published in:
2019
By:
- Nasrallah, Ilya M.;
- Pajewski, Nicholas M.;
- Auchus, Alexander P.;
- Chelune, Gordon;
- Cheung, Alfred K.;
- Cleveland, Maryjo L.;
- Coker, Laura H.;
- Crowe, Michael G.;
- Cushman, William C.;
- Cutler, Jeffrey A.;
- Davatzikos, Christos;
- Desiderio, Lisa;
- Doshi, Jimit;
- Erus, Guray;
- Fine, Larry J.;
- Gaussoin, Sarah A.;
- Harris, Darrin;
- Johnson, Karen C.;
- Kimmel, Paul L.;
- Kurella Tamura, Manjula
Publication type:
journal article
Neuroimaging Findings in US Government Personnel With Possible Exposure to Directional Phenomena in Havana, Cuba.
Published in:
2019
By:
- Verma, Ragini;
- Swanson, Randel L.;
- Parker, Drew;
- Ould Ismail, Abdol Aziz;
- Shinohara, Russell T.;
- Alappatt, Jacob A.;
- Doshi, Jimit;
- Davatzikos, Christos;
- Gallaway, Michael;
- Duda, Diana;
- Chen, H. Isaac;
- Kim, Junghoon J.;
- Gur, Ruben C.;
- Wolf, Ronald L.;
- Grady, M. Sean;
- Hampton, Stephen;
- Diaz-Arrastia, Ramon;
- Smith, Douglas H.
Publication type:
journal article
An Alzheimer’s Disease-Derived Biomarker Signature Identifies Parkinson’s Disease Patients with Dementia.
Published in:
PLoS ONE, 2016, v. 11, n. 1, p. 1, doi. 10.1371/journal.pone.0147319
By:
- Berlyand, Yosef;
- Weintraub, Daniel;
- Xie, Sharon X.;
- Mellis, Ian A.;
- Doshi, Jimit;
- Rick, Jacqueline;
- McBride, Jennifer;
- Davatzikos, Christos;
- Shaw, Leslie M.;
- Hurtig, Howard;
- Trojanowski, John Q.;
- Chen-Plotkin, Alice S.
Publication type:
Article

Found: 54