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data-analysis
124

forest-plot-styler

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

aipoch
aipoch
data-ai
open
data-analysis
124

visual-content-desc

Generates detailed text descriptions of medical images and charts for.

aipoch
aipoch
data-ai
open
data-analysis
124

meta-results-sensitivity-analysis

Generates the "Results" section for meta-analysis sensitivity analysis based on statistical tables and titles. Use when the user wants to describe sensitivity analysis results or format sensitivity tables for a meta-analysis paper.

aipoch
aipoch
data-ai
open
data-analysis
124

meta-results-risk-of-bias

Generates the "Risk of Bias" results section for a meta-analysis based on assessment tables and statistics. Use when the user wants to draft the risk of bias analysis text from provided data tables.

aipoch
aipoch
data-ai
open
data-analysis
124

meta-results-funnel-plot-generator

Generates a Meta-analysis results section description for funnel plots, including statistical tables (Egger's, Begg's, Trim & Fill) and figure legends. Supports English and Chinese outputs. Use when user provides a funnel plot image and statistics and wants a formatted report.

aipoch
aipoch
data-ai
open
data-analysis
124

meta-baseline-generator

Generates a meta-analysis baseline characteristics section (text + table) from raw data. Supports Chinese and English. Use when the user provides baseline data and wants a formatted results section.

aipoch
aipoch
data-ai
open
data-analysis
124

figure-legend-gen

Generate standardized figure legends for scientific charts and graphs.

aipoch
aipoch
data-ai
open
data-analysis
124

seaborn

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 and heatmaps) with strong default aesthetics on top of matplotlib.

aipoch
aipoch
data-ai
open
data-analysis
124

survival-analysis-km

Kaplan-Meier survival analysis tool for clinical and biological research. Generates publication-ready survival curves with statistical tests.

aipoch
aipoch
data-ai
open
data-analysis
124

table-1-generator

Automated generation of baseline characteristics tables (Table 1) for clinical research papers.

aipoch
aipoch
data-ai
open
data-analysis
124

volcano-plot-labeler

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

aipoch
aipoch
data-ai
open
data-analysis
124

ib-summarizer

Summarize core safety information from Investigator's Brochures for clinical.

aipoch
aipoch
data-ai
open
data-engineering
124

pytdc

Therapeutics Data Commons (PyTDC) for AI-ready therapeutic ML datasets and benchmarks; use it when you need standardized dataset loading, meaningful splits (e.g., scaffold/cold-start), and consistent evaluation for ADME/Toxicity/DTI/DDI or molecular optimization.

aipoch
aipoch
data-ai
open
data-engineering
124

pdb-database

Access the RCSB Protein Data Bank (PDB) to search, download, and programmatically retrieve 3D macromolecular structures and metadata; use when you need structure discovery (text/sequence/3D similarity) or automated structural data ingestion for structural biology and drug discovery workflows.

aipoch
aipoch
data-ai
open
data-engineering
124

grant-gantt-chart-gen

Use grant gantt chart gen for evidence insight workflows that need structured execution, explicit assumptions, and clear output boundaries.

aipoch
aipoch
data-ai
open
data-engineering
124

table-1-generator

Automated generation of baseline characteristics tables (Table 1) for clinical research papers.

aipoch
aipoch
data-ai
open
data-engineering
124

digital-twin-discharge-drafter

Use when drafting patient discharge summaries, creating personalized discharge instructions, simulating post-discharge outcomes, reducing hospital readmissions, or optimizing care transitions. Generates AI-enhanced discharge documentation with digital twin predictions for improved patient safety.

aipoch
aipoch
data-ai
open
data-engineering
124

dnanexus-integration

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 pipelines.

aipoch
aipoch
data-ai
open
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