SKU/Artículo: AMZ-B0G2XJPZXM
Specialized Python/R Spatial Data Niches: A Cross-Language Reference Guide for Spatial Transcriptomics, Cellular Niche Detection, and Hybrid Computational Workflows
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Paperback
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Disponibilidad:
En stock
En stock
Peso con empaque:
0.46 kg
0.46 kg
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Sí
Sí
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Nuevo
Nuevo
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Amazon
Amazon
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USA
USA
Sobre este producto
- The first complete, cross-language field manual for spatial transcriptomics, cellular niche detection, and hybrid Python–R computational workflows.While the R ecosystem offers powerful tools like SPIAT, Seurat, and Giotto, the Python ecosystem still lacks many essential functions for biological spatial analysis. This creates a documented gap for researchers who need to move between languages or build hybrid workflows for spatial omics, tissue microenvironment mapping, and spatial gene expression analysis.This book fills that gap.Specialized Python/R Spatial Data Niches is an authoritative, code-heavy reference guide designed for computational biologists, research engineers, and bioinformatics professionals. It provides one-to-one translations of algorithms, pipelines, and statistical methods, offering both R and Python implementations—or prototype Python equivalents where none currently exist.Inside you will learn how to:Build cross-language environments using RPy2, reticulate, and unified Conda/R setupsConvert data between AnnData and Seurat objectsReproduce SPIAT niche detection techniques in PythonPerform spatial clustering, neighborhood graph analysis, and co-localization studiesRun ligand–receptor interaction workflows in hybrid pipelinesCompute spatial statistics including Moran’s I, Geary’s C, and Ripley’s KBuild reproducible end-to-end workflows for spatial transcriptomics datasetsDevelop new Python modules to fill ecosystem gapsThis is not an introductory text—it is a professional scientific manual for advanced practitioners who need speed, accuracy, reproducibility, and true cross-language integration.Whether you are migrating workflows, building tools, or leading computational initiatives in spatial biology, this book becomes your essential reference.
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AR$35.756
31% OFF
AR$24.655
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