Gal Mishne

Title(s)Assistant Professor, HALICIOGLU DATA SCIENCE INST
SchoolVc-academic Affairs
Address9500 Gilman Drive #
La Jolla CA 92093
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    Publications listed below are automatically derived from MEDLINE/PubMed and other sources, which might result in incorrect or missing publications. Researchers can login to make corrections and additions, or contact us for help. to make corrections and additions.
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    Altmetrics Details PMC Citations indicate the number of times the publication was cited by articles in PubMed Central, and the Altmetric score represents citations in news articles and social media. (Note that publications are often cited in additional ways that are not shown here.) Fields are based on how the National Library of Medicine (NLM) classifies the publication's journal and might not represent the specific topic of the publication. Translation tags are based on the publication type and the MeSH terms NLM assigns to the publication. Some publications (especially newer ones and publications not in PubMed) might not yet be assigned Field or Translation tags.) Click a Field or Translation tag to filter the publications.
    1. Rapid fluctuations in functional connectivity of cortical networks encode spontaneous behavior. Nat Neurosci. 2024 Jan; 27(1):148-158. Benisty H, Barson D, Moberly AH, Lohani S, Tang L, Coifman RR, Crair MC, Mishne G, Cardin JA, Higley MJ. PMID: 38036743.
      View in: PubMed   Mentions: 3     Fields:    Translation:AnimalsCells
    2. Review of data processing of functional optical microscopy for neuroscience. Neurophotonics. 2022 Oct; 9(4):041402. Benisty H, Song A, Mishne G, Charles AS. PMID: 35937186; PMCID: PMC9351186.
      View in: PubMed   Mentions: 3  
    3. Which features of repetitive negative thinking and positive reappraisal predict depression? An in-depth investigation using artificial neural networks with feature selection. J Psychopathol Clin Sci. 2022 Oct; 131(7):754-768. Everaert J, Benisty H, Gadassi Polack R, Joormann J, Mishne G. PMID: 35862088.
      View in: PubMed   Mentions: 1     Fields:    Translation:Humans
    4. GraFT: Graph Filtered Temporal Dictionary Learning for Functional Neural Imaging. IEEE Trans Image Process. 2022; 31:3509-3524. Charles AS, Cermak N, Affan RO, Scott BB, Schiller J, Mishne G. PMID: 35533160; PMCID: PMC9278524.
      View in: PubMed   Mentions: 3     Fields:    Translation:Cells
    5. Applications and Comparison of Dimensionality Reduction Methods for Microbiome Data. Front Bioinform. 2022; 2:821861. Armstrong G, Rahman G, Martino C, McDonald D, Gonzalez A, Mishne G, Knight R. PMID: 36304280; PMCID: PMC9580878.
      View in: PubMed   Mentions: 1  
    6. Multi-scale affinities with missing data: Estimation and applications. Stat Anal Data Min. 2022 Jun; 15(3):303-313. Zhang M, Mishne G, Chi EC. PMID: 35756358; PMCID: PMC9216212.
      View in: PubMed   Mentions:
    7. COBRAC: a fast implementation of convex biclustering with compression. Bioinformatics. 2021 Oct 25; 37(20):3667-3669. Yi H, Huang L, Mishne G, Chi EC. PMID: 33904580; PMCID: PMC8545294.
      View in: PubMed   Mentions: 3     Fields:    
    8. Uniform Manifold Approximation and Projection (UMAP) Reveals Composite Patterns and Resolves Visualization Artifacts in Microbiome Data. mSystems. 2021 Oct 26; 6(5):e0069121. Armstrong G, Martino C, Rahman G, Gonzalez A, Vázquez-Baeza Y, Mishne G, Knight R. PMID: 34609167; PMCID: PMC8547469.
      View in: PubMed   Mentions: 20     Fields:    
    9. Nonlinear manifold learning in functional magnetic resonance imaging uncovers a low-dimensional space of brain dynamics. Hum Brain Mapp. 2021 10 01; 42(14):4510-4524. Gao S, Mishne G, Scheinost D. PMID: 34184812; PMCID: PMC8410525.
      View in: PubMed   Mentions: 14     Fields:    Translation:Humans
    10. Smooth graph learning for functional connectivity estimation. Neuroimage. 2021 10 01; 239:118289. Gao S, Xia X, Scheinost D, Mishne G. PMID: 34171497; PMCID: PMC8610371.
      View in: PubMed   Mentions: 2     Fields:    Translation:Humans
    11. Kernel-based parameter estimation of dynamical systems with unknown observation functions. Chaos. 2021 Apr; 31(4):043118. Lindenbaum O, Sagiv A, Mishne G, Talmon R. PMID: 34251227.
      View in: PubMed   Mentions:    Fields:    
    12. LDLE: Low Distortion Local Eigenmaps. J Mach Learn Res. 2021 Jan-Dec; 22. Kohli D, Cloninger A, Mishne G. PMID: 35873072; PMCID: PMC9307127.
      View in: PubMed   Mentions: 1  
    13. Multiway Graph Signal Processing on Tensors: Integrative analysis of irregular geometries. IEEE Signal Process Mag. 2020 Nov; 37(6):160-173. Stanley JS, Chi EC, Mishne G. PMID: 33473243; PMCID: PMC7814420.
      View in: PubMed   Mentions: 2  
    14. Randomized near-neighbor graphs, giant components and applications in data science. J Appl Probab. 2020 Jun; 57(2):458-476. Linderman GC, Mishne G, Jaffe A, Kluger Y, Steinerberger S. PMID: 32913373; PMCID: PMC7480951.
      View in: PubMed   Mentions: 1  
    15. Spectral Embedding Norm: Looking Deep into the Spectrum of the Graph Laplacian. SIAM J Imaging Sci. 2020; 13(2):1015-1048. Cheng X, Mishne G. PMID: 34136062; PMCID: PMC8204716.
      View in: PubMed   Mentions: 4  
    16. Data-Driven Tree Transforms and Metrics. IEEE Trans Signal Inf Process Netw. 2018 Sep; 4(3):451-466. Mishne G, Talmon R, Cohen I, Coifman RR, Kluger Y. PMID: 30116772; PMCID: PMC6089386.
      View in: PubMed   Mentions: 3  
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