Neuroinformatics Unveiled: Information-Based Strategies for Analysing the Multifaceted Aspects of Brain Imaging for CNS Disorders

Neuroinformatics: Unraveling Brain Imaging in CNS Disorders

DOI:

https://doi.org/10.37285/ijpsn.2024.17.1.1

Authors

  • Gajendra Choudhary Ph.D. scholar
  • Anushka Ghosh B.Tech. Biotech.
  • Bikash Medhi Professor, Department of Pharmacology

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Keywords:

Neuroinformatics, brain imaging, bioinformatics, CNS

Published

2024-02-01

How to Cite

1.
Gajendra Choudhary, Anushka Ghosh, Bikash Medhi. Neuroinformatics Unveiled: Information-Based Strategies for Analysing the Multifaceted Aspects of Brain Imaging for CNS Disorders: Neuroinformatics: Unraveling Brain Imaging in CNS Disorders. Scopus Indexed [Internet]. 2024 Feb. 1 [cited 2024 Dec. 21];17(1):7115-8. Available from: https://ijpsnonline.com/index.php/ijpsn/article/view/4924

References

Morse TM. Neuroinformatics: From Bioinformatics to Databasing the Brain. Bioinforma Biol Insights. 2008 May 14;2:253–64.

Neuroscience Networks | PLOS Biology [Internet]. [cited 2024 Mar 2]. Available from: https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.0000017

Nayak L, Dasgupta A, Das R, Ghosh K, De RK. Computational neuroscience and neuroinformatics: Recent progress and resources. J Biosci. 2018 Dec 1;43(5):1037–54.

Dipietro L, Gonzalez-Mego P, Ramos-Estebanez C, Zukowski LH, Mikkilineni R, Rushmore RJ, et al. The evolution of Big Data in neuroscience and neurology. J Big Data. 2023 Jul 10;10(1):116.

Van Horn JD. Bridging the Brain and Data Sciences. Big Data. 2021 Jun;9(3):153–87.

Redolfi A, Archetti D, De Francesco S, Crema C, Tagliavini F, Lodi R, et al. Italian, European, and international neuroinformatics efforts: An overview. Eur J Neurosci. 2023 Jun;57(12):2017–39.

Abrams MB, Bjaalie JG, Das S, Egan GF, Ghosh SS, Goscinski WJ, et al. A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility. Neuroinformatics. 2022 Jan 1;20(1):25–36.

Yu HS, Bang J, Jo Y, Lee D. Combining Neuroinformatics Databases for Multi-Level Analysis of Brain Disorders. Interdiscip Bio Cent. 2012;4(3):7.1-7.8.

Kong L, He Q, Li Q, Schreiber R, Kaitin KI, Shao L. Rapid progress in neuroimaging technologies fuels central nervous system translational medicine. Drug Discov Today. 2023 Mar 1;28(3):103485.

Yi SY, Barnett BR, Yu JPJ. Preclinical neuroimaging of gene–environment interactions in psychiatric disease. Br J Radiol. 2019 Sep;92(1101):20180885.

Hannawi Y, Smirnakis SM. Emerging Subspecialties: Neuroinformatics. Neurology. 2013 Apr 9;80(15):e166–8.

Multimodal monitoring and neurocritical care bioinformatics | Nature Reviews Neurology [Internet]. [cited 2024 Mar 2]. Available from: https://www.nature.com/articles/nrneurol.2011.101

The NeuGRID Workflow: a “Swiss Army knife” for MRI processing - De Francesco - 2023 - Alzheimer’s & Dementia - Wiley Online Library [Internet]. [cited 2024 Mar 2]. Available from: https://alz-journals.onlinelibrary.wiley.com/doi/10.1002/alz.074173

Kim H, Irimia A, Hobel SM, Pogosyan M, Tang H, Petrosyan P, et al. The LONI QC System: A Semi-Automated, Web-Based and Freely-Available Environment for the Comprehensive Quality Control of Neuroimaging Data. Front Neuroinformatics [Internet]. 2019 [cited 2024 Mar 2];13. Available from: https://www.frontiersin.org/articles/10.3389/fninf.2019.00060

CBrain – McGill Centre for Integrative Neuroscience [Internet]. [cited 2024 Mar 2]. Available from: https://mcin.ca/technology/cbrain/

Virtual imaging laboratories for marker discovery in neurodegenerative diseases | Nature Reviews Neurology [Internet]. [cited 2024 Mar 2]. Available from: https://www.nature.com/articles/nrneurol.2011.99

Chilibot [Internet]. [cited 2024 Mar 2]. Available from: https://bio.tools/chilibot

PubMed [Internet]. [cited 2024 Mar 2]. PubMed. Available from: https://pubmed.ncbi.nlm.nih.gov/

Villoslada P, Oksenberg J. Neuroinformatics in clinical practice: are computers going to help neurological patients and their physicians? Future Neurol. 2006 Mar 1;1:159–70.

fMRI Beyond the Clinic: Will It Ever Be Ready for Prime Time? | PLOS Biology [Internet]. [cited 2024 Mar 2]. Available from: https://journals.plos.org/plosbiology/article?id=10.1371/journal.pbio.0020150

Looking into the functional architecture of the brain with diffusion MRI | Nature Reviews Neuroscience [Internet]. [cited 2024 Mar 2]. Available from: https://www.nature.com/articles/nrn1119

MRIcro software guide [Internet]. [cited 2024 Mar 2]. Available from: https://people.cas.sc.edu/rorden/mricro/mricro.html

SPM2 Software - Statistical Parametric Mapping [Internet]. [cited 2024 Mar 2]. Available from: https://www.fil.ion.ucl.ac.uk/spm/software/spm2/

Amazon Web Services, Inc. [Internet]. [cited 2024 Mar 2]. What is Deep Learning? - Deep Learning Explained - AWS. Available from: https://aws.amazon.com/what-is/deep-learning/

Hierarchical Fully Convolutional Network for Joint Atrophy Localization and Alzheimer’s Disease Diagnosis Using Structural MRI | IEEE Journals & Magazine | IEEE Xplore [Internet]. [cited 2024 Jan 30]. Available from: https://ieeexplore.ieee.org/document/8585141

Safe Classification with Augmented Features [Internet]. [cited 2024 Jan 30]. Available from: https://www.computer.org/csdl/journal/tp/2019/09/08392390/13rRUx0gewo

Menzli A. neptune.ai. 2022 [cited 2024 Mar 2]. Graph Neural Network and Some of GNN Applications. Available from: https://neptune.ai/blog/graph-neural-network-and-some-of-gnn-applications

Zhang S, Yang J, Zhang Y, Zhong J, Hu W, Li C, et al. The Combination of a Graph Neural Network Technique and Brain Imaging to Diagnose Neurological Disorders: A Review and Outlook. Brain Sci. 2023 Oct 16;13(10):1462.

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