CD
Christos Davatzikos
Magnetic Resonance ImagingBrainAlgorithmsAlzheimer DiseaseMRIAgingArtificial Intelligencecs.LGeess.IVneuroscience
On Valency
published · living versionsW_ctyr365s·v1 · currentpublished
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
with Spyridon Bakas, Mauricio Reyes, Andras Jakab, Stefan Bauer +422
1 version
Preprints & journals
721 papers in the corpus · 1992–2026Identity-Duplication Auditing in National-Scale Neuroimaging Repositories2610.09614v2 · Jiheng Li, Michael E. Kim, Trent M. Schwartz et al.2026 · 0 citationsarXiv
Imputation-Based Harmonization Mitigates Site Effects Without Data Leakage in Machine Learning Studies.42926376 · Hillman, Noah, Chen, Andrew A, Hu, Fengling et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Cell-based polygenic risk scores predict clinical progression and prioritize network-based therapeutic targets in Alzheimer's disease.42836738 · Sahelijo, Nathan, Rajagopalan, Priya, Qian, Lu et al.2026 · 0 citationsAlzheimer's & dementia : the journal of the Alzheimer's Association. 2026;22(10):e71895
Publisher Correction: Sleep chart of biological ageing clocks in middle and late life.42855521 · MULTI Consortium, O'Toole, Cliodhna Kate, Song, Zhiyuan et al.2026 · 0 citationsNature. 2026;658(8138):E12
Integration of neuroimaging signatures of aging and Alzheimer's with fluid biomarkers.42888952 · Gonzales, Mitzi M, Ho, Ngoc Huynh, Wang, David H et al.2026 · 0 citationsAlzheimer's & dementia : the journal of the Alzheimer's Association. 2026;22(10):e71889
Association of plasma biomarkers with longitudinal change in age- and Alzheimer's disease-related brain atrophy patterns.42780062 · Bilgel, Murat, Shah, Ishaan, Cooper, Jasmine et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Sex-specific biological aging clocks across organs and omics.42749890 · MULTI Consortium, Song, Zhiyuan, Fong, Derek et al.2026 · 0 citationsNature medicine. 2026
White matter hyperintensities and the structural connectome: a network perspective on clinical heterogeneity.42777538 · Mazini, Bianca, Seguin, Caio, Lv, Jinglei et al.2026 · 0 citationsNeuroImage. Clinical. 2026;52:104060
Structural Brain Networks and the Seizure-Survival Paradox in Glioblastoma.42818879 · Zhou, Daniel J, Jaskir, Marc, Gal, Julian et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Poor brain reserve increases mortality risk in glioblastoma.42825191 · Gongala, Sree, Ghotra, Robin, Wang, George et al.2026 · 0 citationsNeuro-oncology advances. 2026;8(1):vdag241
Deep Learning-derived Bone Mineral Density and Longitudinal White Matter Microstructure and Cognitive Decline: Multi-Ethnic Study of Atherosclerosis.42770818 · Momtazmanesh, Sara, Hathaway, Quincy A, Bancks, Michael P et al.2026 · 0 citationsRadiology. 2026;320(3):e260656
Auditable CT Phenotyping Through Report-derived Radiological Observations2608.25948v1 · Riga Wu, Walter Witschey, Yicheng Li et al.2026 · 0 citationsarXiv
GenFAR: A generalized representation of brain structure, derived from 49,246 multi-cohort MRIs via deep learning2608.12185v1 · Vishnu M. Bashyam, Guray Erus, Junhao Wen et al.2026 · 0 citationsarXiv
Intensive versus standard blood pressure control and overall brain small vessel disease burden: a post-hoc analysis of the SPRINT randomized clinical trial.42614618 · Charisis, Sokratis, Pajewski, Nicholas M, Price, Larry R et al.2026 · 0 citationsEClinicalMedicine. 2026;99:104143
Author Correction: Sleep chart of biological ageing clocks in middle and late life.42533160 · MULTI Consortium, O'Toole, Cliodhna Kate, Song, Zhiyuan et al.2026 · 0 citationsNature. 2026;656(8128):E39
Cochlear implants are associated with reduced cognitive decline risk: A 20-year cohort study.42502781 · Anagnostakis, Filippos, Kokkorakis, Michail, Papadimopoulos, Ilias et al.2026 · 0 citationsAlzheimer's & dementia (Amsterdam, Netherlands). 2026;18(3):e70409
CLEAR: an auditable foundation model for radiology grounded in clinical concepts.42486902 · Han, Tianyu, Wu, Riga, Tian, Yu et al.2026 · 0 citationsNature biomedical engineering. 2026
Neuroanatomical Subtypes of Callous-Unemotional Traits in a Community Sample of Youth.42523231 · Murtha, K, Antonaides, M, Seidlitz, J et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
CASL-VAE: Learning Structured Latent Variables from Unpaired Data for Semi-supervised Clustering and Paired Sample Generation2607.08254v1 · Sai Spandana Chintapalli, Pratik Chaudhari, Christos Davatzikos2026 · 0 citationsarXiv
Genetic architecture of the limbic white matter microstructure in aging and Alzheimer's Disease.42410730 · Lorenz, Anna S, Sathe, Aditi, Yang, Yisu et al.2026 · 0 citationsAlzheimer's & dementia : the journal of the Alzheimer's Association. 2026;22(7):e71630
Association of sleep duration with Alzheimer's disease and cognition.42417271 · Anagnostakis, Filippos, O'Toole, Cliodhna Kate, Erus, Guray et al.2026 · 1 citationAlzheimer's & dementia : the journal of the Alzheimer's Association. 2026;22(7):e71528
Advancing fair and explainable machine learning for neuroimaging dementia pattern classification in multi-racial and multi-ethnic populations.42362543 · Ho, Ngoc-Huynh, Charisis, Sokratis, Honnorat, Nicolas et al.2026 · 0 citationsNature communications. 2026;17(1)
Personalized Network-Guided Neuromodulation Enhances Human Working Memory.42284508 · Khan, Ahsan, Li, Hongming, Blaine, Camille et al.2026 · 0 citationsAdvanced science (Weinheim, Baden-Wurttemberg, Germany). 2026;13(49):e23009
Batch Effect Correction for Neuroimaging Data with Heterogeneous Spatial Correlations.42327126 · Xie, Ryan, Srinivasan, Dhivya, Harman, Gareth A et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Robust FDR Control for Neuroimaging-based Classification via Knockoffs.42317833 · Garai, Sumita, Chen, Hongzhuo, Xu, Frederick et al.2026 · 0 citationsAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2026;2026:137-146
Predicting Autopsy-Confirmed Neuropathology across Clinical, Neuroimaging, and CSF Biomarkers using Machine Learning.42239211 · Patterson, Christopher, Chattopadhyay, Tamoghna, Thomopoulos, Sophia I et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Geometric brain signatures of Alzheimer's disease progression and subtypes.42238467 · Tong, Boning, Cao, Trang, Duong-Tran, Duy et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Personalized machine learning-guided radiation dose escalation in newly diagnosed glioblastoma: prospective pilot study.42129213 · Akbari, Hamed, Mohan, Suyash, Liu, Fang et al.2026 · 3 citationsNature communications. 2026;17(1)
Sleep chart of biological ageing clocks in middle and late life.42129562 · MULTI Consortium, O'Toole, Cliodhna Kate, Song, Zhiyuan et al.2026 · 11 citationsNature. 2026
Gene-Modulated Network Diffusion for Improved Modeling of Amyloid- β Spread in Alzheimer's Disease.42146687 · Xu, Frederick H, Duong-Tran, Duy, Huang, Heng et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Neurophysiological Correlates of Neuroanatomical Dimensions in Major Depressive Disorder: Electroencephalographic Markers of Brain Function and Treatment Outcome.42494826 · Xiao, Wenyi, Woodham, Rachel D, Antoniades, Mathilde et al.2026 · 0 citationsBiological psychiatry global open science. 2026;6(5):100750
Spatial and Volumetric Characteristics of Glioblastoma: Associations With Clinical Presentation and Survival.42083734 · Zhou, Daniel J, Jaskir, Marc, Gal, Julian et al.2026 · 0 citationsAnnals of clinical and translational neurology. 2026
Tooth loss is associated with subsequent brain white matter degradation up to over a decade.42082094 · Tian, Qu, Qi, Xiang, Greig, Erin E et al.2026 · 2 citationsJournal of dentistry. 2026;171:106732
Clinical, molecular, and immunologic determinants of survival in WHO-defined IDH-wildtype glioblastoma treated with radiotherapy: a large real-world cohort study.42033515 · Friedes, Cole, Berger, Melanie, Linkowski, Lauren et al.2026 · 1 citationJournal of neuro-oncology. 2026;177(3)
Coupled cross-sectional and longitudinal non-negative matrix factorization reveals dominant brain aging trajectories in 48,949 individuals.42034902 · Skampardoni, Ioanna, Erus, Guray, Nasrallah, Ilya M et al.2026 · 0 citationsNature communications. 2026;17(1)
Highly replicable multisite patterns of adolescent white matter maturation.42039622 · Meisler, Steven L, Cieslak, Matthew, Bagautdinova, Joëlle et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2026
Impaired intrinsic motivation in psychosis risk relates to ventral striatum activation to self-generated reinforcement signals.41996963 · Prettyman, Greer E, Kales, Eli, Didier, Paige et al.2026 · 0 citationsSchizophrenia research. 2026;294:7-16
Age-dependent acceleration of structural brain aging in medication-free major depressive disorder linked to neuroanatomical phenotype findings from COORDINATE-MDD consortium.42006788 · Sharma, Bhanu, Ballester, Pedro L, Minuzzi, Luciano et al.2026 · 0 citationsmedRxiv : the preprint server for health sciences. 2026
Circadian rest/activity rhythms and change in MRI-derived brain volumes: Differences by age in a cognitively healthy sample.41979141 · Kaizi-Lutu, Marc A, Callow, Daniel D, Rabinowitz, Jill A et al.2026 · 2 citationsAlzheimer's & dementia : the journal of the Alzheimer's Association. 2026;22(4):e71190
Brain texture alterations predict subtle visual perceptual dysfunctions in recent onset psychosis and clinical high-risk state.41680137 · Lencer, Rebekka, Sprenger, Andreas, Meyhöfer, Inga et al.2026 · 1 citationTranslational psychiatry. 2026;16(1)
Accelerated brain aging in prolonged grief disorder of later life: Influence of comorbid depression.41690630 · Hwang, Gyujoon, Blair, Nutta-On, Claesges, Stacy A et al.2026 · 1 citationJournal of affective disorders. 2026;402:121387
An MRI-based macro- and microstructural neuroimaging-wide association study of subsequent cognitive impairment.41630640 · Duran, Tugce, Bilgel, Murat, An, Yang et al.2026 · 1 citationAlzheimer's & dementia : the journal of the Alzheimer's Association. 2026;22(2):e71135
Association of epigenetic age acceleration with MRI biomarkers of aging and Alzheimer's disease neurodegeneration.41646682 · McEvoy, Linda K, Zhang, Bowei, Nguyen, Steve et al.2026 · 1 citationmedRxiv : the preprint server for health sciences. 2026
The Role of Brain Structure in Explaining Physical Functioning in Male Veterans With Impaired Kidney Function.41532876 · Rekant, Julie S, Malik, Hinza B, Giffuni, Jamie E et al.2026 · 0 citationsJournal of the American Geriatrics Society. 2026;74(2):470-478
AI-powered segmentation and prognosis with missing MRI in pediatric brain tumors.41530498 · Chrysochoou, Dimosthenis, Gandhi, Deep B, Adib, Sahand et al.2026 · 5 citationsNPJ precision oncology. 2026;10(1):63
Multi-organ AI endophenotypes chart the heterogeneity of brain, eye and heart pan-disease.42559122 · MULTI Consortium, Boquet-Pujadas, Aleix, Anagnostakis, Filippos et al.2026 · 2 citationsNature. Mental health. 2026;4(2):203-230
OMG! A proteomic determinant of neurodegenerative resiliency.41491993 · Duggan, Michael R, Oh, Hamilton Se-Hwee, Frank, Philipp et al.2026 · 4 citationsMolecular neurodegeneration. 2026;21(1):9
Staging and Pseudotime Inference of Alzheimer's Disease Progression using Multimodal Imaging Data.42609863 · Nair, Akira A, Wen, Zixuan, Wang, Zexuan et al.2026 · 0 citationsProceedings. IEEE International Conference on Healthcare Informatics. 2026;2026:331-340
Interpretable Alzheimer's Diagnosis via Multimodal Fusion of Regional Brain Experts.42609893 · Zhuang, Farica, Yang, Shu, Aliyeva, Dinara et al.2026 · 0 citationsProceedings. IEEE International Conference on Healthcare Informatics. 2026;2026:311-320
Expert-Driven Survival Machines: Improving Stratification and Interpretability in Multiple Clinical Cohorts.42770090 · Zhuang, Farica, Wen, Zixuan, Davatzikos, Christos et al.2026 · 0 citationsACM-BCB ... ... : the ... ACM Conference on Bioinformatics, Computational Biology and Biomedicine. ACM Conference on Bioinformatics, Computational Biology and Biomedicine. 2026;2026:29
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