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Data & Analytics

20 of 503

statistical-analysisaipoch-medical-research-skills

Guided statistical analysis for test selection, assumption checks, power analysis, and APA-style reporting. Use when you need to choose an appropriate statistical test for your...

Data & Analytics
2K
spatial-transcriptomics-mapperaipoch-medical-research-skills

Map spatial transcriptomics data from 10x Genomics Visium/Xenium onto.

Data & Analytics
2K
statistical-analysis-advisoraipoch-medical-research-skills

Recommends appropriate statistical methods (T-test vs ANOVA, etc.) based.

Data & Analytics
2K
smiles-de-salteraipoch-medical-research-skills

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

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

Statistical visualization library integrated with pandas; use it when you need fast EDA of distributions, relationships, and categorical comparisons (e.g., box/violin/pair plots...

Data & Analytics
2K
scrna-cell-type-annotatoraipoch-medical-research-skills

Auto-annotate cell clusters from single-cell RNA data using marker genes.

Data & Analytics
2K
scikit-survivalaipoch-medical-research-skills

A comprehensive toolkit for survival analysis and time-to-event modeling in Python using scikit-survival; use it when you need to model censored time-to-event outcomes, fit...

Data & Analytics
2K
scikit-bioaipoch-medical-research-skills

A Python bioinformatics toolkit for sequence, phylogeny, and microbiome/community-ecology analysis; use it when you need to compute diversity/ordination/statistics from biological...

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

Standard single-cell RNA-seq analysis pipeline. For quality control (QC), normalization, dimensionality reduction (PCA/UMAP/t-SNE), clustering, differential expression analysis,...

Data & Analytics
2K
sanger-chromatogram-qaaipoch-medical-research-skills

Use sanger chromatogram qa for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Data & Analytics
2K
pyopenms-skillaipoch-medical-research-skills

Comprehensive tool for computational mass spectrometry using PyOpenMS; use when you need to read/write MS formats (mzML/mzXML/MGF), run signal processing (smoothing/peak picking),...

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

Genomic file toolkit. For reading/writing SAM/BAM/CRAM alignment files, VCF/BCF variant files, FASTA/FASTQ sequences, extracting regions, calculating coverage, suitable for NGS...

Data & Analytics
2K
pydeseq2aipoch-medical-research-skills

Differential gene expression analysis for bulk RNA-seq count matrices using a DESeq2-like workflow in Python; use when you need Wald tests, FDR correction, and optional LFC...

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

A Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when you need to read, write, or modify DICOM format medical imaging...

Data & Analytics
2K
protocol-deviation-classifieraipoch-medical-research-skills

Classify clinical trial protocol deviations as major or minor based on ICH E6/GCP guidelines. Three-impact-dimension assessment (safety, data integrity, scientific validity),...

Data & Analytics
2K
pseudotime-trajectory-vizaipoch-medical-research-skills

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

Data & Analytics
2K
preclinical-pkpd-analystaipoch-medical-research-skills

Use preclinical pkpd analyst for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Data & Analytics
2K
pathology-roi-selectoraipoch-medical-research-skills

Use pathology roi selector for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Data & Analytics
2K
phylogenetic-tree-styleraipoch-medical-research-skills

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

Data & Analytics
2K
outlier-detection-handleraipoch-medical-research-skills

Use outlier detection handler for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.

Data & Analytics
2K