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200 Skillscompensation

bio-flow-cytometry-compensation-transformation

bio-flow-cytometry-compensation-transformation

Corrects fluorophore spillover (conventional compensation) or spectral overlap (spectral unmixing) and applies variance-stabilizing transforms (logicle/biexponential, arcsinh, log) for flow and mass cytometry. Covers spillover-matrix estimation from single-stain controls, AutoSpill, the spillover spreading matrix and why panel design (not compensation) boun…

디자인 및 창작SKILL.md전체 ZIP

bio-imaging-mass-cytometry-data-preprocessing

bio-imaging-mass-cytometry-data-preprocessing

Load and preprocess imaging mass cytometry (IMC) and MIBI data from raw MCD/TXT through hot-pixel removal, spillover compensation, and variance-stabilizing transformation, covering readimc/steinbock ingestion, NNLS spillover compensation (CATALYST), IMC-Denoise, and the IMC arcsinh-cofactor question. Use when starting analysis from raw MCD files, building p…

데이터 및 연구SKILL.md전체 ZIP
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