My Bibliography

select

Du L, Yan J, Kim S, Risacher SL, Huang H, Inlow M, Moore JH, Saykin AJ, Shen L. GN-SCCA: GraphNet based Sparse Canonical Correlation Analysis for Brain Imaging Genetics. Brain Informatics and Health, BIH 2015, LNAI 9250. Forthcoming.

select

Li H, Fang S, Goni J, contreras JA, Liang Y, Cai C, West JD, Risacher SL, Wang Y, Sporns O, Saykin AJ, Shen L. Integrated Visualization of Human Brain Connectome Data. Brain Informatics and Health, BIH 2015, LNAI 9250. Forthcoming.

select

Yu M, Risacher SL, Nho KT, Wen Q, Oblak AL, Unverzagt FW, Apostolova LG, Farlow MR, Brosch JR, Clark DG, Wang S, Deardorff R, Wu YC, Gao S, Sporns O, Saykin AJ. Spatial transcriptomic patterns underlying amyloid-β and tau pathology are associated with cognitive dysfunction in Alzheimer's disease. Cell Rep. 2024 Feb 27;43(2):113691. doi: 10.1016/j.celrep.2024.113691. Epub 2024 Jan 19. PubMed PMID: 38244198; PubMed Central PMCID: PMC10926093.

select

Wen Z, Bao J, Yang S, Risacher SL, Saykin AJ, Thompson PM, Davatzikos C, Huang H, Zhao Y, Shen L. Identifying Shared Neuroanatomic Architecture between Cognitive Traits through Multiscale Morphometric Correlation Analysis. Med Image Comput Comput Assist Interv MICCAI 2023 Workshops (2023). 2024;14394:227-240. doi: 10.1007/978-3-031-47425-5_21. Epub 2024 Feb 3. PubMed PMID: 38584725; PubMed Central PMCID: PMC10993314.

select

Archer DB, Eissman JM, Mukherjee S, Lee ML, Choi SE, Scollard P, Trittschuh EH, Mez JB, Bush WS, Kunkle BW, Naj AC, Gifford KA, Cuccaro ML, Pericak-Vance MA, Farrer LA, Wang LS, Schellenberg GD, Mayeux RP, Haines JL, Jefferson AL, Kukull WA, Keene CD, Saykin AJ, Thompson PM, Martin ER, Bennett DA, Barnes LL, Schneider JA, Crane PK, Dumitrescu L, Hohman TJ. Longitudinal change in memory performance as a strong endophenotype for Alzheimer's disease. Alzheimers Dement. 2024 Feb;20(2):1268-1283. doi: 10.1002/alz.13508. Epub 2023 Nov 20. PubMed PMID: 37985223; PubMed Central PMCID: PMC10896586.

select

Pyun JM, Park YH, Wang J, Bennett DA, Bice PJ, Kim JP, Kim S, Saykin AJ, Nho K. Transcriptional risk scores in Alzheimer's disease: From pathology to cognition. Alzheimers Dement. 2024 Jan;20(1):243-252. doi: 10.1002/alz.13406. Epub 2023 Aug 10. PubMed PMID: 37563770; PubMed Central PMCID: PMC10840812.

select

Tosun D, Yardibi O, Benzinger TLS, Kukull WA, Masters CL, Perrin RJ, Weiner MW, Simen A, Schwarz AJ. Identifying individuals with non-Alzheimer's disease co-pathologies: A precision medicine approach to clinical trials in sporadic Alzheimer's disease. Alzheimers Dement. 2024 Jan;20(1):421-436. doi: 10.1002/alz.13447. Epub 2023 Sep 4. PubMed PMID: 37667412; PubMed Central PMCID: PMC10843695.

select

Lee BN, Wang J, Hall MA, Kim D, Stites SD, Shen L. Sex modifies effects of imaging and CSF biomarkers on cognitive and functional outcomes: a study of Alzheimer's disease. Neurobiol Aging. 2024 Jan;133:67-77. doi: 10.1016/j.neurobiolaging.2023.10.002. Epub 2023 Oct 20. PubMed PMID: 37913627; PubMed Central PMCID: PMC10841593.

select

Tong B, Zhou Z, Tarzanagh DA, Hou B, Saykin AJ, Moore J, Ritchie M, Shen L. Class-Balanced Deep Learning with Adaptive Vector Scaling Loss for Dementia Stage Detection. Mach Learn Med Imaging. 2024;14349:144-154. doi: 10.1007/978-3-031-45676-3_15. Epub 2023 Oct 15. PubMed PMID: 38463442; PubMed Central PMCID: PMC10924683.

select

Xiang S, Lawrence PJ, Peng B, Chiang C, Kim D, Shen L, Ning X. Modeling Path Importance for Effective Alzheimer's Disease Drug Repurposing. Pac Symp Biocomput. 2024;29:306-321. PubMed PMID: 38160288; NIHMSID:NIHMS1974008.

select

Wen J, Nasrallah IM, Abdulkadir A, Satterthwaite TD, Yang Z, Erus G, Robert-Fitzgerald T, Singh A, Sotiras A, Boquet-Pujadas A, Mamourian E, Doshi J, Cui Y, Srinivasan D, Skampardoni I, Chen J, Hwang G, Bergman M, Bao J, Veturi Y, Zhou Z, Yang S, Dazzan P, Kahn RS, Schnack HG, Zanetti MV, Meisenzahl E, Busatto GF, Crespo-Facorro B, Pantelis C, Wood SJ, Zhuo C, Shinohara RT, Gur RC, Gur RE, Koutsouleris N, Wolf DH, Saykin AJ, Ritchie MD, Shen L, Thompson PM, Colliot O, Wittfeld K, Grabe HJ, Tosun D, Bilgel M, An Y, Marcus DS, LaMontagne P, Heckbert SR, Austin TR, Launer LJ, Espeland M, Masters CL, Maruff P, Fripp J, Johnson SC, Morris JC, Albert MS, Bryan RN, Resnick SM, Fan Y, Habes M, Wolk D, Shou H, Davatzikos C. Genomic loci influence patterns of structural covariance in the human brain. Proc Natl Acad Sci U S A. 2023 Dec 26;120(52):e2300842120. doi: 10.1073/pnas.2300842120. Epub 2023 Dec 21. PubMed PMID: 38127979; PubMed Central PMCID: PMC10756284.

select

Hirschfeld LR, Deardorff R, Chumin EJ, Wu YC, McDonald BC, Cao S, Risacher SL, Yi D, Byun MS, Lee JY, Kim YK, Kang KM, Sohn CH, Nho K, Saykin AJ, Lee DY. White matter integrity is associated with cognition and amyloid burden in older adult Koreans along the Alzheimer's disease continuum. Alzheimers Res Ther. 2023 Dec 16;15(1):218. doi: 10.1186/s13195-023-01369-5. PubMed PMID: 38102714; PubMed Central PMCID: PMC10725037.

select

Dempsey DA, Deardorff R, Wu YC, Yu M, Apostolova LG, Brosch J, Clark DG, Farlow MR, Gao S, Wang S, Saykin AJ, Risacher SL. BrainAGE Estimation: Influence of Field Strength, Voxel Size, Race, and Ethnicity. medRxiv. 2023 Dec 5;. doi: 10.1101/2023.12.05.23299222. PubMed PMID: 38106123; PubMed Central PMCID: PMC10723496.

select

Tosun D, Thropp P, Southekal S, Spottiswoode B, Fahmi R. Profiling and predicting distinct tau progression patterns: An unsupervised data-driven approach to flortaucipir positron emission tomography. Alzheimers Dement. 2023 Dec;19(12):5605-5619. doi: 10.1002/alz.13164. Epub 2023 Jun 8. PubMed PMID: 37288753; PubMed Central PMCID: PMC10704003.

select

Dybing KM, Vetter CJ, Dempsey DA, Chaudhuri S, Saykin AJ, Risacher SL. Traumatic brain injury and Alzheimer's Disease biomarkers: A systematic review of findings from amyloid and tau positron emission tomography (PET). medRxiv. 2023 Dec 1;. doi: 10.1101/2023.11.30.23298528. PubMed PMID: 38077068; PubMed Central PMCID: PMC10705648.

select

Bae J, Logan PE, Acri DJ, Bharthur A, Nho K, Saykin AJ, Risacher SL, Nudelman K, Polsinelli AJ, Pentchev V, Kim J, Hammers DB, Apostolova LG. A simulative deep learning model of SNP interactions on chromosome 19 for predicting Alzheimer's disease risk and rates of disease progression. Alzheimers Dement. 2023 Dec;19(12):5690-5699. doi: 10.1002/alz.13319. Epub 2023 Jul 6. PubMed PMID: 37409680; PubMed Central PMCID: PMC10770299.

select

Chung J, Sahelijo N, Maruyama T, Hu J, Panitch R, Xia W, Mez J, Stein TD, Saykin AJ, Takeyama H, Farrer LA, Crane PK, Nho K, Jun GR. Alzheimer's disease heterogeneity explained by polygenic risk scores derived from brain transcriptomic profiles. Alzheimers Dement. 2023 Nov;19(11):5173-5184. doi: 10.1002/alz.13069. Epub 2023 May 11. PubMed PMID: 37166019; PubMed Central PMCID: PMC10638468.

select

Han SW, Pyun JM, Bice PJ, Bennett DA, Saykin AJ, Kim S, Park YH, Nho K. miR-129-5p as a biomarker for pathology and cognitive decline in Alzheimer's disease. Res Sq. 2023 Nov 1;. doi: 10.21203/rs.3.rs-3501125/v1. PubMed PMID: 37961387; PubMed Central PMCID: PMC10635399.

select

Jo T, Kim J, Bice P, Huynh K, Wang T, Arnold M, Meikle PJ, Giles C, Kaddurah-Daouk R, Saykin AJ, Nho K. Circular-SWAT for deep learning based diagnostic classification of Alzheimer's disease: application to metabolome data. EBioMedicine. 2023 Nov;97:104820. doi: 10.1016/j.ebiom.2023.104820. Epub 2023 Oct 7. PubMed PMID: 37806288; PubMed Central PMCID: PMC10579282.

select

Rosewood TJ, Nho K, Risacher SL, Gao S, Shen L, Foroud T, Saykin AJ, On Behalf Of The Alzheimer's Disease Neuroimaging Initiative. Genome-Wide Association Analysis across Endophenotypes in Alzheimer's Disease: Main Effects and Disease Stage-Specific Interactions. Genes (Basel). 2023 Oct 27;14(11). doi: 10.3390/genes14112010. PubMed PMID: 38002954; PubMed Central PMCID: PMC10671827.

select

Suh EH, Lee G, Jung SH, Wen Z, Bao J, Nho K, Huang H, Davatzikos C, Saykin AJ, Thompson PM, Shen L, Kim D. An interpretable Alzheimer's disease oligogenic risk score informed by neuroimaging biomarkers improves risk prediction and stratification. Front Aging Neurosci. 2023;15:1281748. doi: 10.3389/fnagi.2023.1281748. eCollection 2023. PubMed PMID: 37953885; PubMed Central PMCID: PMC10637854.

select

Bao J, Wen J, Wen Z, Yang S, Cui Y, Yang Z, Erus G, Saykin AJ, Long Q, Davatzikos C, Shen L. Brain-wide genome-wide colocalization study for integrating genetics, transcriptomics and brain morphometry in Alzheimer's disease. Neuroimage. 2023 Oct 15;280:120346. doi: 10.1016/j.neuroimage.2023.120346. Epub 2023 Aug 25. PubMed PMID: 37634885; PubMed Central PMCID: PMC10552907.

select

Zhou Z, Tong B, Tarzanagh DA, Hou B, Saykin AJ, Long Q, Shen L. Multi-Group Tensor Canonical Correlation Analysis. ACM BCB. 2023 Sep;2023. doi: 10.1145/3584371.3612962. Epub 2023 Oct 4. PubMed PMID: 37876849; PubMed Central PMCID: PMC10593155.

select

Swinford CG, Risacher SL, Vosmeier A, Deardorff R, Chumin EJ, Dzemidzic M, Wu YC, Gao S, McDonald BC, Yoder KK, Unverzagt FW, Wang S, Farlow MR, Brosch JR, Clark DG, Apostolova LG, Sims J, Wang DJ, Saykin AJ. Amyloid and tau pathology are associated with cerebral blood flow in a mixed sample of nondemented older adults with and without vascular risk factors for Alzheimer's disease. Neurobiol Aging. 2023 Oct;130:103-113. doi: 10.1016/j.neurobiolaging.2023.06.014. Epub 2023 Jun 28. PubMed PMID: 37499587; PubMed Central PMCID: PMC10529454.

select

Sha J, Bao J, Liu K, Yang S, Wen Z, Wen J, Cui Y, Tong B, Moore JH, Saykin AJ, Davatzikos C, Long Q, Shen L. Preference matrix guided sparse canonical correlation analysis for mining brain imaging genetic associations in Alzheimer's disease. Methods. 2023 Oct;218:27-38. doi: 10.1016/j.ymeth.2023.07.007. Epub 2023 Jul 27. PubMed PMID: 37507059; PubMed Central PMCID: PMC10528049.

select

Hu F, Chen AA, Horng H, Bashyam V, Davatzikos C, Alexander-Bloch A, Li M, Shou H, Satterthwaite TD, Yu M, Shinohara RT. Image harmonization: A review of statistical and deep learning methods for removing batch effects and evaluation metrics for effective harmonization. Neuroimage. 2023 Jul 1;274:120125. doi: 10.1016/j.neuroimage.2023.120125. Epub 2023 Apr 20. Review. PubMed PMID: 37084926; PubMed Central PMCID: PMC10257347.

select

Kang M, Ang TFA, Devine SA, Sherva R, Mukherjee S, Trittschuh EH, Gibbons LE, Scollard P, Lee M, Choi SE, Klinedinst B, Nakano C, Dumitrescu LC, Durant A, Hohman TJ, Cuccaro ML, Saykin AJ, Kukull WA, Bennett DA, Wang LS, Mayeux RP, Haines JL, Pericak-Vance MA, Schellenberg GD, Crane PK, Au R, Lunetta KL, Mez JB, Farrer LA. A genome-wide search for pleiotropy in more than 100,000 harmonized longitudinal cognitive domain scores. Mol Neurodegener. 2023 Jun 22;18(1):40. doi: 10.1186/s13024-023-00633-4. PubMed PMID: 37349795; PubMed Central PMCID: PMC10286470.

select

Tong B, Risacher SL, Bao J, Feng Y, Wang X, Ritchie MD, Moore JH, Urbanowicz R, Saykin AJ, Shen L. Comparing Amyloid Imaging Normalization Strategies for Alzheimer's Disease Classification using an Automated Machine Learning Pipeline. AMIA Jt Summits Transl Sci Proc. 2023;2023:525-533. eCollection 2023. PubMed PMID: 37350880; PubMed Central PMCID: PMC10283108.

select

Wang X, Feng Y, Tong B, Bao J, Ritchie MD, Saykin AJ, Moore JH, Urbanowicz R, Shen L. Exploring Automated Machine Learning for Cognitive Outcome Prediction from Multimodal Brain Imaging using STREAMLINE. AMIA Jt Summits Transl Sci Proc. 2023;2023:544-553. eCollection 2023. PubMed PMID: 37350896; PubMed Central PMCID: PMC10283099.

select

Dasariraju S, Gragert L, Wager GL, McCullough K, Brown NK, Kamoun M, Urbanowicz RJ. HLA amino acid Mismatch-Based risk stratification of kidney allograft failure using a novel Machine learning algorithm. J Biomed Inform. 2023 Jun;142:104374. doi: 10.1016/j.jbi.2023.104374. Epub 2023 Apr 27. PubMed PMID: 37120046; PubMed Central PMCID: PMC10286565.

select

Coleman ME, Roessler MEH, Peng S, Roth AR, Risacher SL, Saykin AJ, Apostolova LG, Perry BL. Social enrichment on the job: Complex work with people improves episodic memory, promotes brain reserve, and reduces the risk of dementia. Alzheimers Dement. 2023 Jun;19(6):2655-2665. doi: 10.1002/alz.13035. Epub 2023 Apr 10. PubMed PMID: 37037592; PubMed Central PMCID: PMC10272079.

select

Nudelman K, Nho K, Zhang M, McDonald BC, Zhai W, Small BJ, Wegel CE, Jacobsen PB, Jim HSL, Patel SK, Graham DMA, Ahles TA, Root JC, Foroud T, Breen EC, Carroll JE, Mandelblatt JS, Saykin AJ. Genetic Variants Associated with Longitudinal Cognitive Performance in Older Breast Cancer Patients and Controls. Cancers (Basel). 2023 May 23;15(11). doi: 10.3390/cancers15112877. PubMed PMID: 37296840; PubMed Central PMCID: PMC10252108.

select

Mukherjee S, Choi SE, Lee ML, Scollard P, Trittschuh EH, Mez J, Saykin AJ, Gibbons LE, Sanders RE, Zaman AF, Teylan MA, Kukull WA, Barnes LL, Bennett DA, Lacroix AZ, Larson EB, Cuccaro M, Mercado S, Dumitrescu L, Hohman TJ, Crane PK. Cognitive domain harmonization and cocalibration in studies of older adults. Neuropsychology. 2023 May;37(4):409-423. doi: 10.1037/neu0000835. Epub 2022 Aug 4. PubMed PMID: 35925737; PubMed Central PMCID: PMC9898463.

select

Kim JP, Kim BH, Bice PJ, Seo SW, Bennett DA, Saykin AJ, Nho K. Integrative Co-methylation Network Analysis Identifies Novel DNA Methylation Signatures and Their Target Genes in Alzheimer's Disease. Biol Psychiatry. 2023 May 1;93(9):842-851. doi: 10.1016/j.biopsych.2022.06.020. Epub 2022 Jun 24. PubMed PMID: 36150909; PubMed Central PMCID: PMC9789210.

select

Pyun JM, Park YH, Wang J, Bice PJ, Bennett DA, Kim S, Saykin AJ, Nho K. Aberrant GAP43 Gene Expression Is Alzheimer Disease Pathology-Specific. Ann Neurol. 2023 May;93(5):1047-1048. doi: 10.1002/ana.26637. Epub 2023 Mar 21. PubMed PMID: 36897291; PubMed Central PMCID: PMC10464844.

select

Moreau CA, Kumar K, Harvey A, Huguet G, Urchs SGW, Schultz LM, Sharmarke H, Jizi K, Martin CO, Younis N, Tamer P, Martineau JL, Orban P, Silva AI, Hall J, van den Bree MBM, Owen MJ, Linden DEJ, Lippé S, Bearden CE, Almasy L, Glahn DC, Thompson PM, Bourgeron T, Bellec P, Jacquemont S. Brain functional connectivity mirrors genetic pleiotropy in psychiatric conditions. Brain. 2023 Apr 19;146(4):1686-1696. doi: 10.1093/brain/awac315. PubMed PMID: 36059063; PubMed Central PMCID: PMC10319760.

select

Singhal P, Veturi Y, Dudek SM, Lucas A, Frase A, van Steen K, Schrodi SJ, Fasel D, Weng C, Pendergrass R, Schaid DJ, Kullo IJ, Dikilitas O, Sleiman PMA, Hakonarson H, Moore JH, Williams SM, Ritchie MD, Verma SS. Evidence of epistasis in regions of long-range linkage disequilibrium across five complex diseases in the UK Biobank and eMERGE datasets. Am J Hum Genet. 2023 Apr 6;110(4):575-591. doi: 10.1016/j.ajhg.2023.03.007. PubMed PMID: 37028392; PubMed Central PMCID: PMC10119154.

select

Hirschfeld LR, Deardorff R, Chumin EJ, Wu YC, McDonald BC, Cao S, Risacher SL, Yi D, Byun MS, Lee JY, Kim YK, Kang KM, Sohn CH, Nho K, Saykin AJ, Lee DY. White matter integrity is associated with cognition and amyloid burden in older adult Koreans along the Alzheimer's disease continuum. medRxiv. 2023 Apr 6;. doi: 10.1101/2023.04.05.23288147. PubMed PMID: 37066317; PubMed Central PMCID: PMC10104207.

select

Tometich DB, Mosher CE, Cyders M, McDonald BC, Saykin AJ, Small BJ, Zhai W, Zhou X, Jim HSL, Jacobsen P, Ahles TA, Root JC, Graham D, Patel SK, Mandelblatt J. An Examination of the Longitudinal Relationship Between Cognitive Function and Physical Activity Among Older Breast Cancer Survivors in the Thinking and Living With Cancer Study. Ann Behav Med. 2023 Apr 5;57(3):237-248. doi: 10.1093/abm/kaac048. PubMed PMID: 36356044; PubMed Central PMCID: PMC10074030.

select

Grothe MJ, Moscoso A, Silva-Rodríguez J, Lange C, Nho K, Saykin AJ, Nelson PT, Schöll M, Buchert R, Teipel S. Differential diagnosis of amnestic dementia patients based on an FDG-PET signature of autopsy-confirmed LATE-NC. Alzheimers Dement. 2023 Apr;19(4):1234-1244. doi: 10.1002/alz.12763. Epub 2022 Aug 15. PubMed PMID: 35971593; PubMed Central PMCID: PMC9929029.

select

Swinford CG, Risacher SL, Wu YC, Apostolova LG, Gao S, Bice PJ, Saykin AJ. Altered cerebral blood flow in older adults with Alzheimer's disease: a systematic review. Brain Imaging Behav. 2023 Apr;17(2):223-256. doi: 10.1007/s11682-022-00750-6. Epub 2022 Dec 9. Review. PubMed PMID: 36484922; PubMed Central PMCID: PMC10117447.

select

Wang R, Bashyam V, Yang Z, Yu F, Tassopoulou V, Chintapalli SS, Skampardoni I, Sreepada LP, Sahoo D, Nikita K, Abdulkadir A, Wen J, Davatzikos C. Applications of generative adversarial networks in neuroimaging and clinical neuroscience. Neuroimage. 2023 Apr 1;269:119898. doi: 10.1016/j.neuroimage.2023.119898. Epub 2023 Jan 24. Review. PubMed PMID: 36702211; PubMed Central PMCID: PMC9992336.

select

Zhou Z, Li H, Srinivasan D, Abdulkadir A, Nasrallah IM, Wen J, Doshi J, Erus G, Mamourian E, Bryan NR, Wolk DA, Beason-Held L, Resnick SM, Satterthwaite TD, Davatzikos C, Shou H, Fan Y. Multiscale functional connectivity patterns of the aging brain learned from harmonized rsfMRI data of the multi-cohort iSTAGING study. Neuroimage. 2023 Apr 1;269:119911. doi: 10.1016/j.neuroimage.2023.119911. Epub 2023 Jan 30. PubMed PMID: 36731813; PubMed Central PMCID: PMC9992322.

select

Bao J, Chang C, Zhang Q, Saykin AJ, Shen L, Long Q. Integrative analysis of multi-omics and imaging data with incorporation of biological information via structural Bayesian factor analysis. Brief Bioinform. 2023 Mar 19;24(2). doi: 10.1093/bib/bbad073. PubMed PMID: 36882008; PubMed Central PMCID: PMC10387302.

select

Rashid T, Liu H, Ware JB, Li K, Romero JR, Fadaee E, Nasrallah IM, Hilal S, Bryan RN, Hughes TM, Davatzikos C, Launer L, Seshadri S, Heckbert SR, Habes M. Deep Learning Based Detection of Enlarged Perivascular Spaces on Brain MRI. Neuroimage Rep. 2023 Mar;3(1). doi: 10.1016/j.ynirp.2023.100162. Epub 2023 Mar 7. PubMed PMID: 37035520; PubMed Central PMCID: PMC10078801.

select

Hampel H, Gao P, Cummings J, Toschi N, Thompson PM, Hu Y, Cho M, Vergallo A. The foundation and architecture of precision medicine in neurology and psychiatry. Trends Neurosci. 2023 Mar;46(3):176-198. doi: 10.1016/j.tins.2022.12.004. Epub 2023 Jan 13. Review. PubMed PMID: 36642626; PubMed Central PMCID: PMC10720395.

select

Jirsaraie RJ, Kaufmann T, Bashyam V, Erus G, Luby JL, Westlye LT, Davatzikos C, Barch DM, Sotiras A. Benchmarking the generalizability of brain age models: Challenges posed by scanner variance and prediction bias. Hum Brain Mapp. 2023 Feb 15;44(3):1118-1128. doi: 10.1002/hbm.26144. Epub 2022 Nov 8. PubMed PMID: 36346213; PubMed Central PMCID: PMC9875922.

select

Wang R, Chaudhari P, Davatzikos C. Bias in machine learning models can be significantly mitigated by careful training: Evidence from neuroimaging studies. Proc Natl Acad Sci U S A. 2023 Feb 7;120(6):e2211613120. doi: 10.1073/pnas.2211613120. Epub 2023 Jan 30. PubMed PMID: 36716365; PubMed Central PMCID: PMC9962919.

select

Cui H, Dai W, Zhu Y, Kan X, Gu AAC, Lukemire J, Zhan L, He L, Guo Y, Yang C. BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks. IEEE Trans Med Imaging. 2023 Feb;42(2):493-506. doi: 10.1109/TMI.2022.3218745. Epub 2023 Feb 2. PubMed PMID: 36318557; PubMed Central PMCID: PMC10079627.

select

Fu CHY, Erus G, Fan Y, Antoniades M, Arnone D, Arnott SR, Chen T, Choi KS, Fatt CC, Frey BN, Frokjaer VG, Ganz M, Garcia J, Godlewska BR, Hassel S, Ho K, McIntosh AM, Qin K, Rotzinger S, Sacchet MD, Savitz J, Shou H, Singh A, Stolicyn A, Strigo I, Strother SC, Tosun D, Victor TA, Wei D, Wise T, Woodham RD, Zahn R, Anderson IM, Deakin JFW, Dunlop BW, Elliott R, Gong Q, Gotlib IH, Harmer CJ, Kennedy SH, Knudsen GM, Mayberg HS, Paulus MP, Qiu J, Trivedi MH, Whalley HC, Yan CG, Young AH, Davatzikos C. AI-based dimensional neuroimaging system for characterizing heterogeneity in brain structure and function in major depressive disorder: COORDINATE-MDD consortium design and rationale. BMC Psychiatry. 2023 Jan 23;23(1):59. doi: 10.1186/s12888-022-04509-7. PubMed PMID: 36690972; PubMed Central PMCID: PMC9869598.