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Data & Analytics

20 of 509

histolabaipoch-medical-research-skills

Digital pathology image processing toolkit for whole slide images (WSI). Supports WSI formats (SVS, TIFF, NDPI), tile-based analysis, and histological image preprocessing...

Data & Analytics
2K
gtarsaipoch-medical-research-skills

A high-performance Rust toolkit (with Python bindings and a CLI) for genomic interval analysis; use it when you need fast overlap queries, coverage track generation, genomic...

Data & Analytics
2K
geopandasaipoch-medical-research-skills

A Python library for reading, writing, and analyzing geospatial vector data; use it when you need spatial operations (buffer/overlay/join), CRS reprojection, or map visualization...

Data & Analytics
2K
gene-structure-mapperaipoch-medical-research-skills

Use gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Data & Analytics
2K
forest-plot-styleraipoch-medical-research-skills

Analyze data with using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Data & Analytics
2K
flowioaipoch-medical-research-skills

Parse Flow Cytometry Standard (FCS) files v2.0–3.1 and extract events/metadata for preprocessing workflows (e.g., when you need NumPy arrays, channel info, or CSV/DataFrame export...

Data & Analytics
2K
fastqc-report-interpreteraipoch-medical-research-skills

Use when analyzing FASTQC quality reports from sequencing data, identifying quality issues in NGS datasets, or troubleshooting sequencing problems. Interprets quality metrics and...

Data & Analytics
2K
facs-gating-viz-styleaipoch-medical-research-skills

Use facs gating viz style for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Data & Analytics
2K
experimental-data-analysisaipoch-medical-research-skills

Statistical analysis and reporting for experimental datasets; use when you need to interpret experimental results, test significance (t-tests/ANOVA), or generate reproducible...

Data & Analytics
2K
exploratory-data-analysisaipoch-medical-research-skills

Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be used when analyzing any scientific data file to understand...

Data & Analytics
2K
etetoolkitaipoch-medical-research-skills

ETE (Environment for Tree Exploration) toolkit for phylogenetic and hierarchical tree analysis; use it when you need to parse/manipulate Newick/NHX trees, detect...

Data & Analytics
2K
dnanexus-integrationaipoch-medical-research-skills

DNAnexus cloud genomics platform. Build apps/applets, manage data (upload/download), dxpy Python SDK, run workflows, process FASTQ/BAM/VCF, for developing and executing genomics...

Data & Analytics
2K
deeptoolsaipoch-medical-research-skills

NGS analysis toolkit. Used for BAM to bigWig conversion, quality control (correlation, PCA, fingerprint plots), heatmaps/feature plots (TSS, peaks), suitable for ChIP-seq,...

Data & Analytics
2K
data-transformaipoch-medical-research-skills

Transform, clean, reshape, and preprocess data using pandas and numpy. Works with ANY LLM provider (GPT, Gemini, Claude, etc.).

Data & Analytics
2K
data-stats-analysisaipoch-medical-research-skills

Perform statistical tests, hypothesis testing, correlation analysis, and multiple testing corrections using scipy and statsmodels. Works with ANY LLM provider (GPT, Gemini,...

Data & Analytics
2K
crispr-screen-analyzeraipoch-medical-research-skills

Process CRISPR screening data to identify essential genes and hit candidates. Performs quality control, statistical analysis (RRA), and hit calling for pooled CRISPR screens...

Data & Analytics
2K
cnv-caller-plotteraipoch-medical-research-skills

Detect copy number variations from whole genome sequencing data and generate publication-quality genome-wide CNV plots. Supports CNV calling, segmentation, and visualization for...

Data & Analytics
2K
cobrapyaipoch-medical-research-skills

Constraint-based reconstruction and analysis (COBRA) for metabolic models; use when you need to simulate growth/production, analyze flux ranges, or run knockout and medium studies...

Data & Analytics
2K
clinical-data-cleaneraipoch-medical-research-skills

Use when cleaning clinical trial data, preparing data for FDA/EMA submission, standardizing SDTM datasets, handling missing values in clinical studies, detecting outliers in lab...

Data & Analytics
2K
circos-plot-generatoraipoch-medical-research-skills

Generate Circos configuration files for circular genomics data visualization. Supports genomic variations (SNPs, CNVs, structural variants), cell-cell communication networks, and...

Data & Analytics
2K