2024
Neuronal parts list and wiring diagram for a visual system
Matsliah A, Yu S, Kruk K, Bland D, Burke A, Gager J, Hebditch J, Silverman B, Willie K, Willie R, Sorek M, Sterling A, Kind E, Garner D, Sancer G, Wernet M, Kim S, Murthy M, Seung H. Neuronal parts list and wiring diagram for a visual system. Nature 2024, 634: 166-180. PMID: 39358525, PMCID: PMC11446827, DOI: 10.1038/s41586-024-07981-1.Peer-Reviewed Original ResearchDifferentiation of IDH-mutant Glioma Subtypes Using Unsupervised Dimensionality Reduction of MRI Biomarkers
Willms K, Zeevi T, Chadha S, von Reppert M, Lost J, Tillmanns N, Merkaj S, Huttner A, Aneja S, Aboian M. Differentiation of IDH-mutant Glioma Subtypes Using Unsupervised Dimensionality Reduction of MRI Biomarkers. Proceedings Of The International Society For Magnetic Resonance In Medicine ... Scientific Meeting And Exhibition. 2024 DOI: 10.58530/2024/3094.Peer-Reviewed Original Research
2022
SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks
Zhang K, Hu H, Philbrick K, Conte G, Sobek J, Rouzrokh P, Erickson B. SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks. Tomography 2022, 8: 905-919. PMID: 35448707, PMCID: PMC9027099, DOI: 10.3390/tomography8020073.Peer-Reviewed Original ResearchConceptsSingle-image super-resolutionMedical imagesPixel-wise loss functionsHigh-dimensional feature spaceGenerative adversarial networkImage-based tasksSR worksHR imagesPerceptual lossTexture detailsAdversarial networkFeature spaceSuper-ResolutionDeep learningSemantic distanceLoss functionApparent spatial resolutionResolution-enhancement methodsImage qualityInterpolation techniqueMotion-induced artifactsNetworkHigh-resolutionImagesResearch applications
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