Browse by UCL people
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Number of items: 96.
Article
Agarwal, S;
Wood, D;
Grzeda, M;
Suresh, C;
Din, M;
Cole, J;
Modat, M;
(2023)
Systematic Review of Artificial Intelligence for Abnormality Detection in High-volume Neuroimaging and Subgroup Meta-analysis for Intracranial Hemorrhage Detection.
Clinical Neuroradiology
10.1007/s00062-023-01291-1.
(In press).
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Anatürk, M;
Kaufmann, T;
Cole, JH;
Suri, S;
Griffanti, L;
Zsoldos, E;
Filippini, N;
... De Lange, A-MG; + view all
(2020)
Prediction of brain age and cognitive age: Quantifying brain and cognitive maintenance in aging.
Human Brain Mapping
10.1002/hbm.25316.
(In press).
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Benger, Matthew;
Wood, David A;
Kafiabadi, Sina;
Al Busaidi, Aisha;
Guilhem, Emily;
Lynch, Jeremy;
Townend, Matthew;
... Booth, Thomas C; + view all
(2023)
Factors affecting the labelling accuracy of brain MRI studies relevant for deep learning abnormality detection.
Frontiers in Radiology
, 3
, Article 1251825. 10.3389/fradi.2023.1251825.
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Bethlehem, RAI;
Seidlitz, J;
White, SR;
Vogel, JW;
Anderson, KM;
Adamson, C;
Adler, S;
... Alexander-Bloch, AF; + view all
(2022)
Publisher Correction: Brain charts for the human lifespan.
Nature
10.1038/s41586-022-05300-0.
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Bhome, R;
Verdi, S;
Martin, SA;
Hannaway, N;
Dobreva, I;
Oxtoby, NP;
Castro Leal, G;
... Cole, JH; + view all
(2024)
A neuroimaging measure to capture heterogeneous patterns of atrophy in Parkinson's disease and dementia with Lewy bodies.
Neuroimage: Clinical
, 42
, Article 103596. 10.1016/j.nicl.2024.103596.
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Bhome, R;
Zarkali, A;
Thomas, G;
Igelsias, JE;
Cole, J;
Weil, R;
(2022)
Thalamic white matter macrostructure and subnuclei volumes in Parkinson’s disease depression.
Nature Parkinson's disease
, 8
, Article 2. 10.1038/s41531-021-00270-y.
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Bhome, Rohan;
Thomas, George EC;
Hannaway, Naomi;
Dobreva, Ivelina;
Zarkali, Angeliki;
Shmueli, Karin;
Cole, James H;
(2025)
Quantitative susceptibility mapping reveals differences between subtypes of Lewy body dementia.
Brain
, Article awaf325. 10.1093/brain/awaf325.
(In press).
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Biondo, F;
Jewell, A;
Pritchard, M;
Aarsland, D;
Steves, CJ;
Mueller, C;
Cole, JH;
(2022)
Brain-age is associated with progression to dementia in memory clinic patients.
NeuroImage: Clinical
, 36
, Article 103175. 10.1016/j.nicl.2022.103175.
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Booiman, T;
Wit, FW;
Maurer, I;
De Francesco, D;
Sabin, CA;
Harskamp, AM;
Prins, M;
... Comorbidity in Relation to AIDS (COBRA) Collaboration, .; + view all
(2017)
High Cellular Monocyte Activation in People Living With Human Immunodeficiency Virus on Combination Antiretroviral Therapy and Lifestyle-Matched Controls Is Associated With Greater Inflammation in Cerebrospinal Fluid.
Open Forum Infectious Diseases
, 4
(3)
, Article ofx108. 10.1093/ofid/ofx108.
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Bos, Lonneke;
Van Nederpelt, David R;
Cole, JH;
Strijbis, EMM;
Moraal, B;
Kuijer, JPA;
Uitdehaag, BMJ;
... Jasperse, B; + view all
(2025)
Repeatability and reproducibility of brain age estimates in multiple sclerosis for three publicly available models.
NeuroImage: Reports
, 5
(2)
, Article 100252. 10.1016/j.ynirp.2025.100252.
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Bos, Lonneke;
Wink, Alle Meije;
Cole, James H;
Strijbis, Eva MM;
Moraal, Bastiaan;
Killestein, Joep;
Vrenken, Hugo;
... Jasperse, Bas; + view all
(2026)
Association of Brain Age With Physical Disability and Cognitive Impairment in People With Multiple Sclerosis of the Same Age.
Neurology
, 106
(2)
, Article e214527. 10.1212/WNL.0000000000214527.
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Bostrand, SMK;
Vaher, K;
de Nooij, L;
Harris, MA;
Cole, JH;
Cox, SR;
Marioni, RE;
... Clarke, T-K; + view all
(2021)
Associations between alcohol use and accelerated biological ageing.
Addiction Biology
, Article ARTN e13. 10.1111/adb.13100.
(In press).
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Bourke, NJ;
Yanez Lopez, M;
Jenkins, PO;
De Simoni, S;
Cole, JH;
Lally, P;
Mallas, E-J;
... Sharp, DJ; + view all
(2021)
Traumatic brain injury: a comparison of diffusion and volumetric magnetic resonance imaging measures.
Brain Communications
, 3
(2)
, Article fcab006. 10.1093/braincomms/fcab006.
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Chai, L;
Sun, J;
Zhuo, Z;
Wei, R;
Xu, X;
Duan, Y;
Tian, D;
... Liu, Y; + view all
(2025)
Estimated Brain Age in Healthy Aging and Across Multiple Neurological Disorders.
Journal of Magnetic Resonance Imaging
, 62
(3)
pp. 869-879.
10.1002/jmri.29667.
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Clausen, AN;
Fercho, KA;
Monsour, M;
Disner, S;
Salminen, L;
Haswell, CC;
Rubright, EC;
... Morey, RA; + view all
(2021)
Assessment of brain age in posttraumatic stress disorder: Findings from the ENIGMA PTSD and brain age working groups.
Brain and Behavior
, Article e2413. 10.1002/brb3.2413.
(In press).
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Cole, JH;
(2020)
Multi-modality neuroimaging brain-age in UK Biobank: relationship to biomedical, lifestyle and cognitive factors.
Neurobiology of Aging
10.1016/j.neurobiolaging.2020.03.014.
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Cole, JH;
Annus, T;
Wilson, LR;
Remtulla, R;
Hong, YT;
Fryer, TD;
Acosta-Cabronero, J;
... Holland, AJ; + view all
(2017)
Brain-predicted age in Down syndrome is associated with beta amyloid deposition and cognitive decline.
Neurobiology of Aging
, 56
pp. 41-49.
10.1016/j.neurobiolaging.2017.04.006.
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Cole, JH;
Caan, MWA;
Underwood, J;
De Francesco, D;
van Zoest, RA;
Wit, FWNM;
Mutsaerts, HJMM;
... COBRA collaboration; + view all
(2018)
No evidence for accelerated ageing-related brain pathology in treated HIV: longitudinal neuroimaging results from the Comorbidity in Relation to AIDS (COBRA) project.
Clinical Infectious Diseases
, 66
(12)
pp. 1899-1909.
10.1093/cid/cix1124.
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Cole, JH;
Poudel, RPK;
Tsagkrasoulis, D;
Caan, MWA;
Steves, C;
Spector, TD;
Montana, G;
(2017)
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker.
NeuroImage
, 163
pp. 115-124.
10.1016/j.neuroimage.2017.07.059.
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Cole, JH;
Raffel, J;
Friede, T;
Eshaghi, A;
Brownlee, WJ;
Chard, D;
De Stefano, N;
... MAGNIMS study group; + view all
(2020)
Longitudinal assessment of multiple sclerosis with the brain-age paradigm.
Annals of Neurology
, 88
(1)
pp. 93-105.
10.1002/ana.25746.
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Cole, JH;
Ritchie, SJ;
Bastin, ME;
Hernandez, MCV;
Maniega, SM;
Royle, N;
Corley, J;
... Deary, IJ; + view all
(2018)
Brain age predicts mortality.
Molecular Psychiatry
, 23
(5)
pp. 1385-1392.
10.1038/mp.2017.62.
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Cole, JH;
Underwood, J;
Caan, MW;
De Francesco, D;
van Zoest, RA;
Leech, R;
Wit, FW;
... COBRA collaboration; + view all
(2017)
Increased brain-predicted aging in treated HIV disease.
Neurology
10.1212/WNL.0000000000003790.
(In press).
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Constantinides, Constantinos;
Han, Laura KM;
Alloza, Clara;
Antonucci, Linda Antonella;
Arango, Celso;
Ayesa-Arriola, Rosa;
Banaj, Nerisa;
... Walton, Esther; + view all
(2022)
Brain ageing in schizophrenia: evidence from 26 international cohorts via the ENIGMA Schizophrenia consortium.
Molecular Psychiatry
10.1038/s41380-022-01897-w.
(In press).
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Cox, JG;
de Groot, M;
Cole, JH;
Williams, SCR;
Kempton, MJ;
(2022)
A meta-analysis of structural MRI studies of the brain in systemic lupus erythematosus (SLE).
Clinical Rheumatology
10.1007/s10067-022-06482-8.
(In press).
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Cruz-Almeida, Y;
Cole, J;
(2020)
Pain, aging, and the brain: new pieces to a complex puzzle.
Pain
, 161
(3)
pp. 461-463.
10.1097/j.pain.0000000000001757.
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Dafflon, J;
Pinaya, WHL;
Turkheimer, F;
Cole, JH;
Leech, R;
Harris, MA;
Cox, SR;
... Hellyer, PJ; + view all
(2020)
An automated machine learning approach to predict brain age from cortical anatomical measures.
Human Brain Mapping
10.1002/hbm.25028.
(In press).
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De Francesco, D;
Choi, J-P;
Choi, JY;
van Zoest, RA;
Underwood, J;
Schouten, J;
Ku, NS;
... van Zoest, RA; + view all
(2019)
Cognitive function and drivers of cognitive impairment in a European and a Korean cohort of people living with HIV.
International Journal of STD & AIDS
10.1177/0956462419881080.
(In press).
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De Francesco, D;
Wit, FW;
Bürkle, A;
Oehlke, S;
Kootstra, NA;
Winston, A;
Franceschi, C;
... The Co-morBidity in Relation to AIDS (COBRA) Collaboration, .; + view all
(2019)
Do people living with HIV experience greater age advancement than their HIV-negative counterparts?
AIDS
, 33
(2)
pp. 259-268.
10.1097/QAD.0000000000002063.
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De Francesco, D;
Wit, FW;
Cole, JH;
Kootstra, NA;
Winston, A;
Sabin, CA;
Underwood, J;
... COmorBidity in Relation to AIDS (COBRA) collaboration; + view all
(2018)
The 'COmorBidity in Relation to AIDS' (COBRA) cohort: Design, methods and participant characteristics.
PLoS One
, 13
(3)
, Article e0191791. 10.1371/journal.pone.0191791.
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de Lange, Ann-Marie G;
Anatürk, Melis;
Rokicki, Jaroslav;
Han, Laura KM;
Franke, Katja;
Alnaes, Dag;
Ebmeier, Klaus P;
... Cole, James H; + view all
(2022)
Mind the gap: Performance metric evaluation in brain-age prediction.
Human Brain Mapping
10.1002/hbm.25837.
(In press).
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de Lange, A-MG;
Anatürk, M;
Suri, S;
Kaufmann, T;
Cole, JH;
Griffanti, L;
Zsoldos, E;
... Ebmeier, KP; + view all
(2020)
Multimodal brain-age prediction and cardiovascular risk: The Whitehall II MRI sub-study.
Neuroimage
, 222
, Article 117292. 10.1016/j.neuroimage.2020.117292.
(In press).
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de Lange, A-MG;
Cole, JH;
(2020)
Commentary: Correction procedures in brain-age prediction.
NeuroImage: Clinical
, 26
, Article 102229. 10.1016/j.nicl.2020.102229.
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Dennis, EL;
Taylor, BA;
Newsome, MR;
Troyanskaya, M;
Abildskov, TJ;
Betts, AM;
Bigler, ED;
... Wilde, EA; + view all
(2022)
Advanced brain age in deployment-related traumatic brain injury: A LIMBIC-CENC neuroimaging study.
Brain Injury
, 36
(5)
pp. 662-672.
10.1080/02699052.2022.2033844.
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Dijsselhof, Mathijs BJ;
Barboure, Michelle;
Stritt, Michael;
Nordhøy, Wibeke;
Wink, Alle Meije;
Beck, Dani;
Westlye, Lars T;
... Petr, Jan; + view all
(2023)
The value of arterial spin labelling perfusion MRI in brain age prediction.
Human Brain Mapping
10.1002/hbm.26242.
(In press).
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Dijsselhof, Mathijs BJ;
Moore, Candace;
Amiri, Saba;
Tee, Mervin;
Hilal, Saima;
Chen, Christopher;
van den Born, Bert-Jan H;
... Petr, Jan; + view all
(2025)
Multi-cohort, multi-sequence harmonisation for cerebrovascular brain age.
Imaging Neurosci (Camb)
, 3
, Article IMAG.a.964. 10.1162/IMAG.a.964.
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Fisch, L;
Leenings, R;
Winter, NR;
Dannlowski, U;
Gaser, C;
Cole, JH;
Hahn, T;
(2021)
Editorial: Predicting Chronological Age From Structural Neuroimaging: The Predictive Analytics Competition 2019.
Frontiers in Psychiatry
, 12
, Article 710932. 10.3389/fpsyt.2021.710932.
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Foret, JT;
Dekhtyar, M;
Cole, JH;
Gourley, DD;
Caillaud, M;
Tanaka, H;
Haley, AP;
(2021)
Network Modeling Sex Differences in Brain Integrity and Metabolic Health.
Frontiers in Aging Neuroscience
, 13
, Article 691691. 10.3389/fnagi.2021.691691.
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Fürtjes, Anna E;
Arathimos, Ryan;
Coleman, Jonathan RI;
Cole, James H;
Cox, Simon R;
Deary, Ian J;
de la Fuente, Javier;
... Ritchie, Stuart J; + view all
(2023)
General dimensions of human brain morphometry inferred from genome-wide association data.
Human Brain Mapping
10.1002/hbm.26283.
(In press).
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Fürtjes, Anna E;
Cole, James H;
Couvy-Duchesne, Baptiste;
Ritchie, Stuart J;
(2023)
A quantified comparison of cortical atlases on the basis of trait morphometricity.
Cortex
, 158
pp. 110-126.
10.1016/j.cortex.2022.11.001.
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Gaser, Christian;
Kalc, Polona;
Cole, James H;
(2024)
A perspective on brain-age estimation and its clinical promise.
Nature Computational Science
, 4
pp. 744-751.
10.1038/s43588-024-00659-8.
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Graham, Neil SN;
Cole, James H;
Bourke, Niall J;
Schott, Jonathan M;
Sharp, David J;
(2023)
Distinct patterns of neurodegeneration after TBI and in Alzheimer's disease.
Alzheimer's & Dementia: The Journal of the Alzheimer's Association
10.1002/alz.12934.
(In press).
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Graham, NSN;
Jolly, A;
Zimmerman, K;
Bourke, NJ;
Scott, G;
Cole, JH;
Schott, JM;
(2020)
Diffuse axonal injury predicts neurodegeneration after moderate–severe traumatic brain injury.
Brain
, 143
(12)
pp. 3685-3698.
10.1093/brain/awaa316.
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Han, LKM;
Dinga, R;
Leenings, R;
Hahn, T;
Cole, JH;
Aftanas, LI;
Amod, AR;
... Schmaal, L; + view all
(2022)
A large-scale ENIGMA multisite replication study of brain age in depression.
Neuroimage: Reports
, 2
(4)
, Article 100149. 10.1016/j.ynirp.2022.100149.
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Han, LKM;
Dinga, R;
Hahn, T;
Ching, CRK;
Eyler, LT;
Aftanas, L;
Aghajani, M;
... Schmaal, L; + view all
(2020)
Brain aging in major depressive disorder: results from the ENIGMA major depressive disorder working group.
Molecular Psychiatry
10.1038/s41380-020-0754-0.
(In press).
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He, Qiling;
Shi, Lin;
Luo, Yishan;
Wan, Chao;
Malone, Ian B;
Mok, Vincent CT;
Cole, James H;
(2022)
Validation of the Alzheimer's disease-resemblance atrophy index in classifying and predicting progression in Alzheimer's disease.
Frontiers in Aging Neuroscience
, 14
, Article 932125. 10.3389/fnagi.2022.932125.
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Hermann, Andreas;
Tarakdjian, Gaël Nils;
Temp, Anna Gesine Marie;
Kasper, Elisabeth;
Machts, Judith;
Kaufmann, Jörn;
Vielhaber, Stefan;
... Dyrba, Martin; + view all
(2022)
Cognitive and behavioural but not motor impairment increases brain age in amyotrophic lateral sclerosis.
Brain Communications
, 4
(5)
, Article fcac239. 10.1093/braincomms/fcac239.
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Hobbs, NZ;
Farmer, RE;
Rees, EM;
Cole, JH;
Haider, S;
Malone, IB;
Sprengelmeyer, R;
... Tabrizi, SJ; + view all
(2015)
Short-interval observational data to inform clinical trial design in Huntington's disease.
Journal of Neurology, Neurosurgery and Psychiatry
10.1136/jnnp-2014-309768.
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Hobday, Harriet;
Cole, James H;
Stanyard, Ryan A;
Daws, Richard E;
Giampietro, Vincent;
O'Daly, Owen;
Leech, Robert;
(2022)
Tissue volume estimation and age prediction using rapid structural brain scans.
Scientific Reports
, 12
, Article 12005. 10.1038/s41598-022-14904-5.
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Jacobs, SAH;
Muraro, PA;
Cencioni, MT;
Knowles, S;
Cole, JH;
Nicholas, R;
(2022)
Worse Physical Disability Is Associated With the Expression of PD-1 on Inflammatory T-Cells in Multiple Sclerosis Patients With Older Appearing Brains.
Frontiers in Neurology
, 12
, Article 801097. 10.3389/fneur.2021.801097.
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Jenkins, PO;
Roussakis, A-A;
De Simoni, S;
Bourke, N;
Fleminger, J;
Cole, J;
Piccini, P;
(2020)
Distinct dopaminergic abnormalities in traumatic brain injury and Parkinson's disease.
Journal of Neurology, Neurosurgery and Psychiatry
, 91
(6)
pp. 631-637.
10.1136/jnnp-2019-321759.
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Johnson, AJ;
Buchanan, T;
Nodarse, CL;
Valdes Hernandez, PA;
Huo, Z;
Cole, JH;
Buford, TW;
... Cruz-Almeida, Y; + view all
(2022)
Cross-Sectional Brain-Predicted Age Differences in Community-Dwelling Middle-Aged and Older Adults with High Impact Knee Pain.
Journal of Pain Research
, 15
pp. 3575-3587.
10.2147/JPR.S384229.
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Johnson, AJ;
Cole, J;
Fillingim, RB;
Cruz-Almeida, Y;
(2022)
Persistent Non-pharmacological Pain Management and Brain-Predicted Age Differences in Middle-Aged and Older Adults With Chronic Knee Pain.
Frontiers in Pain Research
, 3
, Article 868546. 10.3389/fpain.2022.868546.
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Liew, Sook-Lei;
Schweighofer, Nicolas;
Cole, James H;
Zavaliangos-Petropulu, Artemis;
Lo, Bethany P;
Han, Laura KM;
Hahn, Tim;
... Thompson, Paul M; + view all
(2023)
Association of Brain Age, Lesion Volume, and Functional Outcome in Patients With Stroke.
Neurology
, 100
(20)
e2103-e2113.
10.1212/WNL.0000000000207219.
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Liu, Mengting;
Lu, Minhua;
Kim, Sharon Y;
Lee, Hyun Ju;
Duffy, Ben A;
Yuan, Shiyu;
Chai, Yaqiong;
... Kim, Hosung; + view all
(2023)
Brain age predicted using graph convolutional neural network explains neurodevelopmental trajectory in preterm neonates.
European Radiology
10.1007/s00330-023-10414-8.
(In press).
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Loreto, Flavia;
Verdi, Serena;
Kia, Seyed Mostafa;
Duvnjak, Aleksandar;
Hakeem, Haneen;
Fitzgerald, Anna;
Patel, Neva;
... Malhotra, Paresh; + view all
(2024)
Alzheimer's disease heterogeneity revealed by neuroanatomical normative modeling.
Alzheimer's & Dementia
, 16
(1)
, Article e12559. 10.1002/dad2.12559.
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Martin, Sophie A;
Townend, Florence J;
Barkhof, Frederik;
Cole, James H;
(2023)
Interpretable machine learning for dementia: A systematic review.
Alzheimer's & Dementia
10.1002/alz.12948.
(In press).
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McColgan, P;
Seunarine, KK;
Razi, A;
Cole, JH;
Gregory, S;
Durr, A;
Roos, RA;
... Track-HD Investigators, .; + view all
(2015)
Selective vulnerability of Rich Club brain regions is an organizational principle of structural connectivity loss in Huntington's disease.
Brain
, 138
(Pt 11)
pp. 3327-3344.
10.1093/brain/awv259.
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McLachlan, KJJ;
Cole, JH;
Harris, SE;
Marioni, RE;
Deary, IJ;
Gale, CR;
(2020)
Attitudes to ageing, biomarkers of ageing and mortality: the Lothian Birth Cohort 1936.
Journal of Epidemiology & Community Health
10.1136/jech-2019-213462.
(In press).
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Mcmurran, Christopher E;
De Meo, Ermelinda;
Cunniffe, Nick G;
Brown, J William L;
Prados, Ferran;
Kanber, Baris;
Cole, James H;
... Chard, Declan T; + view all
(2025)
Exploratory analysis of biological age measures in a remyelination clinical trial.
Brain Communications
, 7
(1)
, Article fcaf032. 10.1093/braincomms/fcaf032.
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Montella, Alfredo;
Tranfa, Mario;
Scaravilli, Alessandra;
Barkhof, Frederik;
Brunetti, Arturo;
Cole, James;
Gravina, Michela;
... Pontillo, Giuseppe; + view all
(2024)
Assessing brain involvement in Fabry disease with deep learning and the brain-age paradigm.
Human Brain Mapping
, 45
(5)
, Article e26599. 10.1002/hbm.26599.
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Montesino-Goicolea, Soamy;
Valdes-Hernandez, Pedro;
Laffitte Nodarse, Chavier;
Johnson, Alisa J;
Cole, James H;
Antoine, Lisa H;
Goodin, Burel R;
... Cruz-Almeida, Yenisel; + view all
(2023)
Brain-predicted age difference mediates the association between PROMIS sleep impairment, and self-reported pain measure in persons with knee pain.
Aging Brain
, 4
, Article 100088. 10.1016/j.nbas.2023.100088.
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Peterson, JA;
Johnson, A;
Nordarse, CL;
Huo, Z;
Cole, J;
Fillingim, RB;
Cruz-Almeida, Y;
(2023)
Brain predicted age difference mediates pain impact on physical performance in community dwelling middle to older aged adults.
Geriatric Nursing
, 50
pp. 181-187.
10.1016/j.gerinurse.2023.01.019.
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Peterson, Jessica A;
Strath, Larissa J;
Nodarse, Chavier Laffitte;
Rani, Asha;
Huo, Zhiguang;
Meng, Lingsong;
Yoder, Sean;
... Cruz-Almeida, Yenisel; + view all
(2022)
Epigenetic Aging Mediates the Association between Pain Impact and Brain Aging in Middle to Older Age Individuals with Knee Pain.
Epigenetics
10.1080/15592294.2022.2111752.
(In press).
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Pontillo, G;
Prados, F;
Colman, J;
Kanber, B;
Abdel-Mannan, O;
Al-Araji, S;
Bellenberg, B;
... Barkhof, F; + view all
(2024)
Disentangling Neurodegeneration From Aging in Multiple Sclerosis Using Deep Learning: The Brain-Predicted Disease Duration Gap.
Neurology
, 103
(10)
, Article e209976. 10.1212/WNL.0000000000209976.
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