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Agent skills

Reusable instructions for compatible AI agents.

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Agent skill

IMC Data Preprocessing

Load and preprocess imaging mass cytometry (IMC) and MIBI data. Covers MCD/TIFF handling, hot pixel removal, and image normalization. Use when starting IMC analysis from raw MCD files or preparing images for segmentation.

OpenClawData & Analytics
David-Li04063
Apache-2.0View resource
Agent skill

Cell Segmentation for IMC

Segment single cells from multiplexed IMC/MIBI tissue images using Mesmer/DeepCell, Cellpose, or ilastik+CellProfiler, covering whole-cell vs nuclear segmentation, the summed-membrane-channel decision, nuclear-expansion bias, lateral spillover, resolution-floor parameters, and downstream-proxy ev...

ClaudeCodexOpenClawEducation & Research
GPTomics1,232
Agent skill

IMC 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 quest...

ClaudeCodexOpenClawEducation & Research
GPTomics1,232
Agent skill

Imaging Mass Cytometry Pipeline

End-to-end imaging mass cytometry workflow from raw acquisitions to spatial cell analysis. Orchestrates image preprocessing, segmentation, phenotyping, and spatial statistics. Use when analyzing imaging mass cytometry data end-to-end.

ClaudeCodexOpenClawData & Analytics
GPTomics1,232
Agent skill · Reference

bio-workflows-imc-pipeline

Agent skill for Data Scientist, Researcher, Clinical Research, published by FridrichMethod. Project details and file access are provided by the publisher.

Data & Analytics
FridrichMethod16

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