Christos Davatzikos

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Guray ErusSr. Research Investigator, Radiology Dept.,UPENNVerifisert e-postadresse på uphs.upenn.edu
Dinggang ShenProf. and Founding Dean, School of BME, ShanghaiTech University; Co-CEO, United Imaging IntelligenceVerifisert e-postadresse på shanghaitech.edu.cn
Theodore D. SatterthwaiteMcLure II Associate Professor & Director, PennLINC @ University of PennsylvaniaVerifisert e-postadresse på upenn.edu
Jimit DoshiData Scientist, University of PennsylvaniaVerifisert e-postadresse på uphs.upenn.edu
Hamed Akbari, MD, PhDSanta Clara UniversityVerifisert e-postadresse på scu.edu
Ruben GurUniversity of Pennsylvania Verifisert e-postadresse på upenn.edu
Raquel E. GurProfessor of Psychiatry, University of PennsylvaniaVerifisert e-postadresse på upenn.edu
Aristeidis SotirasAssistant Professor, Washington UniversityVerifisert e-postadresse på wustl.edu
Spyridon BakasAssociate Professor, Indiana University. - Director, Division of Computational PathologyVerifisert e-postadresse på iu.edu
Russell ShinoharaProfessor at the University of PennsylvaniaVerifisert e-postadresse på pennmedicine.upenn.edu
Yong FanUniversity of PennsylvaniaVerifisert e-postadresse på ieee.org
Daniel H. WolfAssociate Professor of Psychiatry, University of PennsylvaniaVerifisert e-postadresse på pennmedicine.upenn.edu
Ragini VermaDepartment of Radiology, University of PennsylvaniaVerifisert e-postadresse på uphs.upenn.edu
Mohamad HabesDirector Biggs Institute Neuroimaging Core, Assoc Prof of Radiology, UT Health San AntonioVerifisert e-postadresse på uthscsa.edu
Luigi FerrucciNational Institute on Aging, NIHVerifisert e-postadresse på mail.nih.gov
Dave WolkProfessor of Neurology, University of PennsylvaniaVerifisert e-postadresse på uphs.upenn.edu
Donald M. O'RourkeUniversity of PennsylvaniaVerifisert e-postadresse på uphs.upenn.edu
Yangming OuHarvard Medical SchoolVerifisert e-postadresse på childrens.harvard.edu
George BirosProfessor, Oden Institute for Computational Engineering and Sciences, The University of Texas atVerifisert e-postadresse på acm.org
Jerry L. PrinceProfessor of Electrical and Computer Engineering, Johns Hopkins UniversityVerifisert e-postadresse på jhu.edu

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Christos Davatzikos

Director, AI2D Center for AI/Data Science for Integrated Diagnostics, Professor Radiology/ESE/DBEI

Verifisert e-postadresse på pennmedicine.upenn.edu - Startside

medical image analysis machine learning in medical imaging


Tittel Sorter etter sitater Sorter etter år Sorter etter tittel	Sitert av Sitert av	År
A Randomized Trial of Intensive versus Standard Blood-Pressure Control TS group New England Journal of Medicine 373, 2103-2116, 2015	6532	2015
The image biomarker standardization initiative: standardized quantitative radiomics for high-throughput image-based phenotyping A Zwanenburg, M Vallières, MA Abdalah, HJWL Aerts, V Andrearczyk, ... Radiology 295 (2), 328-338, 2020	2842	2020
Advancing the cancer genome atlas glioma MRI collections with expert segmentation labels and radiomic features S Bakas, H Akbari, A Sotiras, M Bilello, M Rozycki, JS Kirby, JB Freymann, ... Scientific data 4 (1), 1-13, 2017	2706	2017
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018	2053	2018
Deformable medical image registration: A survey A Sotiras, C Davatzikos, N Paragios IEEE transactions on medical imaging 32 (7), 1153-1190, 2013	1905	2013
Longitudinal magnetic resonance imaging studies of older adults: a shrinking brain SM Resnick, DL Pham, MA Kraut, AB Zonderman, C Davatzikos Journal of Neuroscience 23 (8), 3295-3301, 2003	1810	2003
HAMMER: hierarchical attribute matching mechanism for elastic registration D Shen, C Davatzikos IEEE transactions on medical imaging 21 (11), 1421-1439, 2002	1302	2002
Classification of brain tumor type and grade using MRI texture and shape in a machine learning scheme EI Zacharaki, S Wang, S Chawla, D Soo Yoo, R Wolf, ER Melhem, ... Magnetic Resonance in Medicine: An Official Journal of the International …, 2009	977	2009
Effect of intensive vs standard blood pressure control on probable dementia: a randomized clinical trial JD Williamson, NM Pajewski, AP Auchus, RN Bryan, G Chelune, ... Jama 321 (6), 553-561, 2019	959	2019
Benchmarking of participant-level confound regression strategies for the control of motion artifact in studies of functional connectivity R Ciric, DH Wolf, JD Power, DR Roalf, GL Baum, K Ruparel, ... Neuroimage 154, 174-187, 2017	952	2017
Measurement of radiotracer concentration in brain gray matter using positron emission tomography: MRI-based correction for partial volume effects HW Müller-Gärtner, JM Links, JL Prince, RN Bryan, E McVeigh, JP Leal, ... Journal of Cerebral Blood Flow & Metabolism 12 (4), 571-583, 1992	854	1992
A review of deep learning in medical imaging: Imaging traits, technology trends, case studies with progress highlights, and future promises SK Zhou, H Greenspan, C Davatzikos, JS Duncan, B Van Ginneken, ... Proceedings of the IEEE 109 (5), 820-838, 2021	836	2021
Evaluation of prostate segmentation algorithms for MRI: the PROMISE12 challenge G Litjens, R Toth, W Van De Ven, C Hoeks, S Kerkstra, B Van Ginneken, ... Medical image analysis 18 (2), 359-373, 2014	829	2014
Segmentation labels and radiomic features for the pre-operative scans of the TCGA-LGG collection S Bakas, H Akbari, A Sotiras, M Bilello, M Rozycki, J Kirby, J Freymann, ... The cancer imaging archive 286, 2017	818	2017
The rsna-asnr-miccai brats 2021 benchmark on brain tumor segmentation and radiogenomic classification U Baid, S Ghodasara, S Mohan, M Bilello, E Calabrese, E Colak, ... arXiv preprint arXiv:2107.02314, 2021	726	2021
Imaging cortical association tracts in the human brain using diffusion‐tensor‐based axonal tracking S Mori, WE Kaufmann, C Davatzikos, B Stieltjes, L Amodei, ... Magnetic Resonance in Medicine: An Official Journal of the International …, 2002	685	2002
Prediction of MCI to AD conversion, via MRI, CSF biomarkers, and pattern classification C Davatzikos, P Bhatt, LM Shaw, KN Batmanghelich, JQ Trojanowski Neurobiology of aging 32 (12), 2322. e19-2322. e27, 2011	672	2011
Baseline and longitudinal patterns of brain atrophy in MCI patients, and their use in prediction of short-term conversion to AD: results from ADNI C Misra, Y Fan, C Davatzikos Neuroimage 44 (4), 1415-1422, 2009	661	2009
Longitudinal pattern of regional brain volume change differentiates normal aging from MCI I Driscoll, C Davatzikos, Y An, X Wu, D Shen, M Kraut, SM Resnick Neurology 72 (22), 1906-1913, 2009	649	2009
A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages S Rathore, M Habes, MA Iftikhar, A Shacklett, C Davatzikos NeuroImage 155, 530-548, 2017	643	2017

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