Davatzikos, Christos

The Image Biomarker Standardization Initiative: Standardized Quantitative Radiomics for High-Throughput Image-based Phenotyping

Zwanenburg, A., Vallières, M., Abdalah, M. A., Aerts, H. J. W. L., Andrearczyk, V., Apte, A., Ashrafinia, S., Bakas, S., Beukinga, R. J., Boellaard, R., et al. (2020) · Radiology

Radiomics and Machine Learning in Medical ImagingImage Retrieval and Classification Techniques

Cited by 4,177

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features

Bakas, S., Akbari, H., Sotiras, A., Bilello, M., Rozycki, M., Kirby, J. S., Freymann, J. B., Farahani, K., & Davatzikos, C. (2017) · Scientific Data

Radiomics and Machine Learning in Medical ImagingBrain Tumor Detection and Classification

Cited by 3,049

Deformable medical image registration: a survey

Sotiras, A., Davatzikos, C., & Paragios, N. (2013) · IEEE Transactions on Medical Imaging

Medical Image Segmentation TechniquesAdvanced Radiotherapy Techniques

Cited by 1,587

Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge

Bakas, S., Reyes, M., Jakab, A., Bauer, S., Rempfler, M., Crimi, A., Shinohara, R. T., Berger, C., Ha, S. M., Rozycki, M., et al. (2018) · Apollo - University of Cambridge Repository

Brain Tumor Detection and ClassificationMedical Image Segmentation Techniques

Cited by 1,441

Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the brats challenge

Bakas, S., Reyes, M., Jakab, A., Bauer, S., Rempfler, M., Crimi, A., Shinohara, R. T., Berger, C., Ha, S. M., Rozycki, M., et al. (2018) · arXiv

Brain Tumor Detection and ClassificationMedical Image Segmentation Techniques

Cited by 1,441

Longitudinal Magnetic Resonance Imaging Studies of Older Adults: A Shrinking Brain

Resnick, S. M., Pham, D. L., Kraut, M. A., Zonderman, A. B., & Davatzikos, C. (2003) · The Journal of Neuroscience

Dementia and Cognitive Impairment ResearchAdvanced MRI Techniques and Applications

Cited by 1,425

Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity

Ciric, R., Wolf, D. H., Power, J. D., Roalf, D. R., Baum, G. L., Ruparel, K., Shinohara, R. T., Elliott, M. A., Eickhoff, S. B., Davatzikos, C., et al. (2017) · NeuroImage

Functional Brain Connectivity StudiesAdvanced MRI Techniques and Applications

Cited by 1,042

Evaluation of prostate segmentation algorithms for mri: The promise12 challenge

Litjens, G., Toth, R., van de Ven, W., Hoeks, C., Kerkstra, S., van Ginneken, B., Vincent, G., Guillard, G., Birbeck, N., Zhang, J., et al. (2014) · Medical Image Analysis

Medical Image Segmentation TechniquesBrain Tumor Detection and Classification

Cited by 857

A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages

Rathore, S., Habes, M., Iftikhar, M. A., Shacklett, A., & Davatzikos, C. (2017) · NeuroImage

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 622

Effects of intensive glucose lowering on brain structure and function in people with type 2 diabetes (ACCORD MIND): a randomised open-label substudy

Launer, L. J., Miller, M. E., Williamson, J. D., Lazar, R. M., Gerstein, H. C., Murray, A. M., Sullivan, M., Horowitz, K. R., Ding, J., Marcovina, S., et al. (2011) · The Lancet Neurology

Dementia and Cognitive Impairment ResearchDiabetes Treatment and Management

Cited by 574

Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: Results from ADNI☆

MISRA, C., FAN, Y., & DAVATZIKOS, C. (2009) · NeuroImage

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 552

Neuroimaging of the Philadelphia Neurodevelopmental Cohort

Satterthwaite, T. D., Elliott, M. A., Ruparel, K., Loughead, J., Prabhakaran, K., Calkins, M. E., Hopson, R., Jackson, C., Keefe, J., Riley, M., et al. (2014) · NeuroImage

Functional Brain Connectivity StudiesAdvanced Neuroimaging Techniques and Applications

Cited by 504

Spatial patterns of brain atrophy in MCI patients, identified via high-dimensional pattern classification, predict subsequent cognitive decline

Fan, Y., Batmanghelich, N., Clark, C. M., & Davatzikos, C. (2008) · NeuroImage

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 477

Accelerated brain aging in schizophrenia and beyond: a neuroanatomical marker of psychiatric disorders

Koutsouleris, N., Davatzikos, C., Borgwardt, S., Gaser, C., Bottlender, R., Frodl, T., Falkai, P., Riecher-Rossler, A., Moller, H.-J., Reiser, M., et al. (2014) · Schizophrenia Bulletin

Schizophrenia research and treatmentDementia and Cognitive Impairment Research

Cited by 448

Linked dimensions of psychopathology and connectivity in functional brain networks

Xia, C. H., Ma, Z., Ciric, R., Gu, S., Betzel, R. F., Kaczkurkin, A. N., Calkins, M. E., Cook, P. A., García de la Garza, A., Vandekar, S. N., et al. (2018) · Nature Communications

Functional Brain Connectivity StudiesMental Health Research Topics

Cited by 437

Federated learning enables big data for rare cancer boundary detection

Pati, S., Baid, U., Edwards, B., Sheller, M., Wang, S.-H., Reina, G. A., Foley, P., Gruzdev, A., Karkada, D., Davatzikos, C., et al. (2022) · Nature Communications

Privacy-Preserving Technologies in DataBrain Tumor Detection and Classification

Cited by 394

Detection of prodromal Alzheimer's disease via pattern classification of magnetic resonance imaging

Davatzikos, C., Fan, Y., Wu, X., Shen, D., & Resnick, S. M. (2008) · Neurobiology of Aging

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 385

Computer-assisted imaging to assess brain structure in healthy and diseased brains

Ashburner, J., Csernansk, J. G., Davatzikos, C., Fox, N. C., Frisoni, G. B., & Thompson, P. M. (2003) · The Lancet Neurology

Medical Image Segmentation TechniquesDementia and Cognitive Impairment Research

Cited by 371

Segmentation Labels for the Pre-operative Scans of the TCGA-GBM collection

Bakas, S., Akbari, H., Sotiras, A., Bilello, M., Rozycki, M., Kirby, J., Freymann, J., Farahani, K., & Davatzikos, C. (2017) · The Cancer Imaging Archive

Brain Tumor Detection and ClassificationRadiomics and Machine Learning in Medical Imaging

Cited by 316

Longitudinal progression of Alzheimer's-like patterns of atrophy in normal older adults: the SPARE-AD index

Davatzikos, C., Xu, F., An, Y., Fan, Y., & Resnick, S. M. (2009) · Brain

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 315

MUSE: MUlti-atlas region Segmentation utilizing Ensembles of registration algorithms and parameters, and locally optimal atlas selection

Doshi, J., Erus, G., Ou, Y., Resnick, S. M., Gur, R. C., Gur, R. E., Satterthwaite, T. D., Furth, S., & Davatzikos, C. (2016) · NeuroImage

Medical Image Segmentation TechniquesMedical Imaging and Analysis

Cited by 309

Puberty-related influences on brain development

Giedd, J. N., Clasen, L. S., Lenroot, R., Greenstein, D., Wallace, G. L., Ordaz, S., Molloy, E. A., Blumenthal, J. D., Tossell, J. W., Stayer, C., et al. (2006) · Molecular and Cellular Endocrinology

Sexual Differentiation and DisordersHypothalamic control of reproductive hormones

Cited by 300

Segmentation Labels for the Pre-operative Scans of the TCGA-LGG collection

Bakas, S., Akbari, H., Sotiras, A., Bilello, M., Rozycki, M., Kirby, J., Freymann, J., Farahani, K., & Davatzikos, C. (2017) · The Cancer Imaging Archive

Brain Tumor Detection and ClassificationRadiomics and Machine Learning in Medical Imaging

Cited by 290

Structural and functional biomarkers of prodromal Alzheimer's disease: A high-dimensional pattern classification study

Fan, Y., Resnick, S. M., Wu, X., & Davatzikos, C. (2008) · NeuroImage

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 288