Editorial: Emerging trends in large-scale data analysis for neuroscience research by Farouk S. Nathoo, Olave E. Krigolson, Fang Wang

Subjects: “…neuroimaging data analysis…”
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A quantitative multi-parameter mapping protocol standardized for clinical research in multiple sclerosis by Henri Trang, Tim J. Hartung, Qianlan Chen, Stefan Hetzer, Claudia Chien, Pia S. Sperber, Tanja Schmitz-Hübsch, Susanna Asseyer, Rebekka Rust, Darius Mewes, Lina Anderhalten, Michael Sy, Alexander U. Brandt, Carsten Finke, Friedemann Paul

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A machine learning approach for identifying anatomical biomarkers of early mild cognitive impairment by Alwani Liyana Ahmad, Jose M. Sanchez-Bornot, Roberto C. Sotero, Damien Coyle, Zamzuri Idris, Ibrahima Faye

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Improved Generalizability in Medical Computer Vision: Hyperbolic Deep Learning in Multi-Modality Neuroimaging by Cyrus Ayubcha, Sulaiman Sajed, Chady Omara, Anna B. Veldman, Shashi B. Singh, Yashas Ullas Lokesha, Alex Liu, Mohammad Ali Aziz-Sultan, Timothy R. Smith, Andrew Beam

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Accuracy deficits during robotic time-constrained reaching are related to altered prefrontal cortex activity in children with cerebral palsy by Owais A. Khan, Tarkeshwar Singh, Deborah A. Barany, Christopher M. Modlesky

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Cortical structural network characteristics in non-cognitive impairment end-stage renal disease by Yimin Wang, Shihua Chen, Peng Zhang, Zixuan Zhai, Zheng Chen, Zhiming Li, Zhiming Li

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Neurological involvement in patients with systemic autoimmune rheumatic diseases: a descriptive study in an Egyptian cohort by Doaa Hassan Sayed Attia, Alshaimaa Aboul Fotouh, Reem Hamdy Abdellatif Mohammed

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Advanced Magnetic Resonance Imaging for Early Diagnosis and Monitoring of Movement Disorders by Emmanuel Ortega-Robles, Benito de Celis Alonso, Jessica Cantillo-Negrete, Ruben I. Carino-Escobar, Oscar Arias-Carrión

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Completely non-invasive prediction of IDH mutation status based on preoperative native CT images by Manfred Musigmann, Melike Bilgin, Sabriye Sennur Bilgin, Hermann Krähling, Walter Heindel, Manoj Mannil

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Biomarker Investigation Using Multiple Brain Measures from MRI Through Explainable Artificial Intelligence in Alzheimer’s Disease Classification by Davide Coluzzi, Valentina Bordin, Massimo W. Rivolta, Igor Fortel, Liang Zhan, Alex Leow, Giuseppe Baselli

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Grand Challenges at the Interface of Engineering and Medicine by Shankar Subramaniam, Metin Akay, Mark A. Anastasio, Vasudev Bailey, David Boas, Paolo Bonato, Ashutosh Chilkoti, Jennifer R. Cochran, Vicki Colvin, Tejal A. Desai, James S. Duncan, Frederick H. Epstein, Stephanie Fraley, Cecilia Giachelli, K. Jane Grande-Allen, Jordan Green, X. Edward Guo, Isaac B. Hilton, Jay D. Humphrey, Chris R Johnson, George Karniadakis, Michael R. King, Robert F. Kirsch, Sanjay Kumar, Cato T. Laurencin, Song Li, Richard L. Lieber, Nigel Lovell, Prashant Mali, Susan S. Margulies, David F. Meaney, Brenda Ogle, Bernhard Palsson, Nicholas A. Peppas, Eric J. Perreault, Rick Rabbitt, Lori A. Setton, Lonnie D. Shea, Sanjeev G. Shroff, Kirk Shung, Andreas S. Tolias, Marjolein C.H. van der Meulen, Shyni Varghese, Gordana Vunjak-Novakovic, John A. White, Raimond Winslow, Jianyi Zhang, Kun Zhang, Charles Zukoski, Michael I. Miller

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Psychotic relapse prediction via biomarker monitoring: a systematic review by Alexandros Smyrnis, Christos Theleritis, Christos Theleritis, Panagiotis Ferentinos, Nikolaos Smyrnis, Nikolaos Smyrnis

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Neuroimaging techniques, gene therapy, and gut microbiota: frontier advances and integrated applications in Alzheimer’s Disease research by Haitao Wang, Haitao Wang, Chen Shi, Ling Jiang, Xiaozhu Liu, Rui Tang, Mingxi Tang, Mingxi Tang

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Investigating Sepsis-Associated Delirium Through Optical Neuroimaging: A New Frontier in Critical Care Research by Shixie Jiang, Matthew Gunther, Jose R. Maldonado, Philip A. Efron, Steven T. DeKosky, Huabei Jiang

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Gray matter volume abnormalities in vascular cognitive impairment and their association with gene expression profiles by Juanwei Ma, Kaizhong Xue, Xinyu Wang, Mengjing Cai, Xinli Wang, Jiaojiao Li, Linlin Song, He Wang, Yali Niu, Jing Wang, Zhaoxiang Ye, Jing Zhang, Feng Liu

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PET in neurotherapeutic discovery and development by Melissa Chassé, Neil Vasdev

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Editorial: Reproducible analysis in neuroscience by Stavros I. Dimitriadis, Stavros I. Dimitriadis, Stavros I. Dimitriadis, Stavros I. Dimitriadis, Vignayanandam Ravindernath Muddapu, Roberto Guidotti, Roberto Guidotti

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Exploratory Data Analysis Methods for Functional Magnetic Resonance Imaging (fMRI): A Comprehensive Review of Software Programs Used in Research by Hussain A. Jaber, Basma A. Al-Ghali, Muna M. Kareem, Ilyas Çankaya, Oktay Algin

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Test–Retest Reliability of Deep Learning Analysis of Brain Volumes in Adolescent Brain by Anna-Maria Kasparbauer, Heidrun Lioba Wunram, Fabian Abuhsin, Friederike Körber, Eckhard Schönau, Stephan Bender, Ibrahim Duran

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Progressive multifocal leukoencephalopathy, the role of the susceptibility-weighted imaging sequence in a case of immunosuppression of an initially unknown cause by Giuseppe Maria Andrea D’Arma, Rosario Francesco Balzano, Federica Masino, Giuseppe Guglielmi

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