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Automated spatial omics landscape analysis approach reveals novel tissue architectures in ulcerative colitis

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Data set acquisitionCyTOF and segmented and fluorescence-assigned CODEX datasets were acquired from the original authors23,24. The scRNAseq dataset was downloaded from GEO26.CODEX follicle extractionFollicle...
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Focal liver lesion diagnosis with deep learning and multistage CT imaging

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Patient characteristicsReporting of the study adhered to the STARD guidelines. Between June 2012 and December 2022, multiphase contrast-enhanced CT images, including arterial phase (AP)...
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Converging deep learning and human-observed tumor-adipocyte interaction as a biomarker in colorectal cancer

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TAF and SARIFA show a substantial histological overlapTo assess the exact overlap between SARIFA as human-derived histopathologic biomarker and TAF as DL-based image feature...
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Analysis of a class of fractal hybrid fractional differential equation with application to a biological model

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Almeida, R., Malinowska, A. B. & Monteiro, M. T. T. Fractional differential equations with a Caputo derivative with respect to a kernel function and...
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Integrative single-cell analysis of human colorectal cancer reveals patient stratification with distinct immune evasion mechanisms

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The Cancer Genome Atlas Network. Comprehensive molecular characterization of human colon and rectal cancer. Nature 487, 330–337 (2012).Article  ...
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