プロフィール詳細

プロジェクトを作成

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Dr. Shinho C.に依頼

United States

Cross-disciplinary imaging scientist with expertise in preclinical and translational MRI for CNS diseases/biomarker

プロフィール概要

I am a neuroscientist and MRI expert with over 10 years of experience in preclinical and translational imaging. My expertise spans high-field MRI (up to 21.1T), functional and diffusion MRI (fMRI/DTI), and AI-driven image analysis for neuroscience applications. I have led research at top-tier institutes including Mayo Clinic, University of Minnesota, and the U.S. National High Magnetic Field Laboratory. I specialize in designing and analyzing imaging experiments for neurodegenerative diseases (e.g., Alzheimer's), brain connectivity, and biomarker discovery. I offer consultation and data analysis services for biotech, pharma, and academic teams seeking advanced MRI support, imaging protocol development, or scientific writing.

専門分野

• ☆ Biostatistics
• ☆ Neuroscience
• ☆ Visual Neuroscience
• ☆ Behavioral Neuroscience
• ☆ Computational Neuroscience
• ☆ Cognitive Neuroscience
• ☆ Neuropsychology
• ☆ Neuropharmacology
• ☆ Systems Neuroscience
• ☆ Data Analysis
• ☆ Image Processing
• ☆ Algorithm Design
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Data Mining
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Computer Vision
• ☆ Statistics
• ☆ Regression Analysis
• ☆ Multivariate Analysis
• ☆ Nonlinear Regression
• ☆ Bayesian Statistics
• ☆ Correlation Analysis
• ☆ Statistical Computing
• ☆ Mathematical Statistics
• ☆ Python
• ☆ Matlab
• ☆ Excel
• ☆ SAS
• ☆ R
• ☆ Scikit-learn

サービス

• Writing
• Research
• Consulting
• Data & AI
• Product Development

Writing Medical Writing, Non-Medical Regulatory Writing

Research Feasibility Study, Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting, Regulatory Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Data Visualization, Big Data Analytics

Product Development Quality Assurance & Control (QA/QC)

職務経験

Associate Director | Principal Investigator

National High Magnetic Field Lab, Tallahassee, FL

12月 2023 - 現在

Staff Scientist

Department of Radiology, University of Minnesota

5月 2017 - 12月 2023

Research Fellow

Mayo Clinic Minnesota

5月 2015 - 5月 2017

学歴

Cognitive and Brain Psychology

University of Minnesota

9月 2010 - 5月 2015

Neuroscience

Yonsei University, Korea

3月 2006 - 3月 2008

Computer Science

Yonsei University, Korea

3月 1999 - 3月 2006

認定資格

• MRI Safety Level 2

  NHMFL

  12月 2023 - 現在

出版物

JOURNAL ARTICLE

Shinho Cho, Arani Roy, Chao J. Liu, Djaudat Idiyatullin, Wei Zhu, Yi Zhang, Xiao-Hong Zhu, Phillip O'Herron, Austin Leikvoll, Wei Chen, et al. (2022). Cortical layer-specific differences in stimulus selectivity revealed with high-field fMRI and single-vessel resolution optical imaging of the primary visual cortex . NeuroImage.

Cho, Shinho, Roy, Arani, Liu, Chao J, Idiyatullin, Djaudat, Zhu, Wei, Zhang, Yi, Zhu, Xiao-Hong, O'Herron, Phillip, Leikvoll, Austin, Chen, Wei, et al.(2022). Cortical layer-specific differences in stimulus selectivity revealed with high-field fMRI and single-vessel resolution optical imaging of the primary visual cortex. NeuroImage. 251. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 118978. Academic Press

Shinho Cho, Laurentius (Renzo) Huber, Benedikt A. Poser, Peter A. Bandettini, Kabir Arora, Konrad Wagstyl, Jozien Goense, Nils Nothnagel, Andrew Tyler Morgan, Job van den Hurk, et al. (2021). LayNii: A software suite for layer-fMRI . NeuroImage.

Cho, Shinho, Min, Hoon-Ki, In, Myung-Ho, Jo, Hang Joon(2020). Multivariate pattern classification on BOLD activation pattern induced by deep brain stimulation in motor, associative, and limbic brain networks. Scientific reports. 10. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 7528. Nature Publishing Group UK London

Shinho Cho, Jan T. Hachmann, Irena Balzekas, Myung‐Ho In, Lindsey G. Andres‐Beck, Kendall H. Lee, Hoon‐Ki Min, Hang Joon Jo (2019). Resting‐state functional connectivity modulates the BOLD activation induced by nucleus accumbens stimulation in the swine brain . Brain and Behavior.

Cho, S, Hachmann, JT, Balzekas, I(2019). In MH, Andres-Beck LG, Lee KH, et al. Restingstate functional connectivity modulates the BOLD activation induced by nucleus accumbens stimulation in the swine brain. Brain Behav. 9. (12). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString e01431.

Cho, Shinho, He, Sheng(2019). Size-invariant but location-specific object-viewpoint adaptation in the absence of awareness. Cognition. 192. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 104035. Elsevier

Cho, Shinho, Settell, Megan L, Testini, Paola, Lee, Jannifer H, Blaha, Charles D, Jo, Hang J, Lee, Kendall H, Min, Hoon-Ki(2017). Functional circuitry effect of ventral tegmental area deep brain stimulation: imaging and neurochemical evidence of mesocortical and mesolimbic pathway modulation. Frontiers in neuroscience. 11. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 104. Frontiers Media SA

Cho, Shinho, Gibson, William S, Abulseoud, Osama A, Gorny, Krzysztof R, Felmlee, Joel P, Welker, Kirk M, Klassen, Bryan T, Min, Hoon-Ki, Lee, Kendall H(2017). The impact of mirth-inducing ventral striatal deep brain stimulation on functional and effective connectivity. Cerebral Cortex. 27. (3). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2183--2194. Oxford University Press

Shinho Cho, Hoon-Ki Min, Erika K. Ross, Hang Joon Jo, Megan L. Settell, Ju Ho Jeong, Penelope S. Duffy, Su-Youne Chang, Kevin E. Bennet, Charles D. Blaha, et al. (2016). Dopamine Release in the Nonhuman Primate Caudate and Putamen Depends upon Site of Stimulation in the Subthalamic Nucleus . The Journal of Neuroscience.

Cho, Shinho, Ciubuc, John, Lee, Kendall, Ludwig, Kip, Tomshine, Jonathan, Jacobs, Josh, Hara, Seth, Manciu, Felicia, Bennet, Kevin(2016). Boron-Doped Diamond Signal Processing. Bulletin of the American Physical Society. 61. American Physical Society

Cho, Shinho, Gibson, William S, Jo, Hang Joon, Testini, Paola, Felmlee, Joel P, Welker, Kirk M, Klassen, Bryan T, Min, Hoon-Ki, Lee, Kendall H(2016). Functional correlates of the therapeutic and adverse effects evoked by thalamic stimulation for essential tremor. Brain. 139. (8). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2198--2210. Oxford University Press

Cho, Shinho, Min, Hoon-Ki, Ross, Erika K, Jo, Hang Joon, Settell, Megan L, Jeong, Ju Ho, Duffy, Penelope S, Chang, Su-Youne, Bennet, Kevin E, Blaha, Charles D, et al.(2016). Dopamine release in the nonhuman primate caudate and putamen depends upon site of stimulation in the subthalamic nucleus. Journal of Neuroscience. 36. (22). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 6022--6029. Society for Neuroscience

Cho, Shin Ho(2015). Spatio-temporal integration of an object's surface information in mid-level vision.

Cho, Shinho, Morgenstern, Yaniv, Kersten, Daniel(2015). Exploring the perceptual similarity structure of dynamic textures. Journal of Vision. 15. (12). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 821--821. The Association for Research in Vision and Ophthalmology

Cho, Shinho, Kersten, Daniel(2014). Surface roughness increases ability to distinguish gloss from matte. Journal of Vision. 14. (10). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 452--452. The Association for Research in Vision and Ophthalmology

Chong, Sang Chul, Jo, Shinho, Park, Kyung Mi, Joo, Eun Yeon, Lee, Min-Joo, Hong, Seung Chyul, Hong, Seung Bong(2013). Interaction between the electrical stimulation of a face-selective area and the perception of face stimuli. NeuroImage. 77. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 70--76. Academic Press

Cho, Shinho, He, Sheng(2012). P2-37: Processing affordance information from invisible tool images. i-Perception. 3. (9). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 696--696. SAGE Publications Sage UK: London, England

Cho, Shinho, He, Sheng(2012). Unconscious processing of affordance information of tool images. Journal of Vision. 12. (9). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 685--685. The Association for Research in Vision and Ophthalmology

정상철, 신길호, 조신호(2008). 시각적 평균 표상의 신경기제. 인지과학. 19. (1). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 75--88.

Cho, Shinho, Zhu, Wei, Cruttenden, Corey, Zhu, Xiao-Hong, Ugurbil, Kamil, Chen, WeiHemodynamic responses based on CBV weighted fMRI strongly correlate with single-unit neuronal action potentials across cortical layers.

Cho, Shinho, In, Myung-Ho, Shu, Yunhong, Min, Hoon-Ki, Bernstein, Matthew A, Speck, Oliver, Lee, Kendall H, Jo, Hang JoonSusceptibility Artifact Correction for DBS-fMRI using a PSF Mapping-based Reversed Gradient Approach.

Cho, Shinho, Zhu, Wei, Idiyatullin, Djaudat, Zhang, Yi, Uğurbil, K̂amil, Zhu, Xiao-Hong, Chen, WeiUltrahigh-resolution Laminar fMRI Mapping of Cat Visual Cortex at 9.4 T: Comparison of 2D GE-EPI and 3D iv-GRASE Sequences.

CONFERENCE PAPER

Cho, Shinho, Kara, Prakash, Roy, Arani, Liu, Chao, O'Herron, Philip, Chen, Wei, Zhu, Xiao-Hong, Leikvoll, Austin, Farinella, Deano, Jayakumar, Harishankar, et al.(2022). Three-photon imaging of neurovascular coupling across neocortical layers to determine the neural basis of fMRI. JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM. 42. (1\_ SUPPL). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 291--291.

Cho, Shinho, Moeller, Steen, Akçakaya, Mehmet, Dowdle, Logan, Vizioli, Luca, Idiyatullin, Djaudat, Chen, Wei, Uğurbil, K̂amil(2021). High Resolution Functional Mapping of Orientation Domains in the Cat Visual Cortex using Denoising with NORDIC.

Cho, Shinho, Roy, Arani, Liu, Chao, Idiyatullin, Djaudat, Zhu, Wei, Zhang, Yi, Zhu, Xiao-Hong, Kara, Prakash, Chen, Wei, Uğurbil, K̂amil(2021). Layer-specific orientation selectivity in cat visual cortex using 9.4 Tesla fMRI and multi-photon optical imaging. Proceedings of ISMRM. 29.