data-analysis
124
meta-funnel-plot
Generate Meta-analysis funnel plots and perform publication bias testing. Takes CSV file with Meta-analysis data as input, outputs funnel plot PNG, Egger test and Begg test results.
aipoch
data-ai
sorting
stars
current ordering strategy
query
all entries
refine the visible subset
data-analysis
124
meta-forest-model-plot
Generate forest plots for meta-analysis of survival data. Input is a CSV file containing study names, HR and 95% confidence intervals, output forest plot PNG and data table CSV. Supports both R and Python scripts.
aipoch
data-ai
data-analysis
124
meta-forest-continuous-plot
Generate forest plots for meta-analysis of continuous data. Input a CSV file containing study names, means, standard deviations, and sample sizes for experimental and control groups. Output forest plot PNG and data table CSV.
aipoch
data-ai
data-analysis
124
meta-forest-binary-plot
Generate meta-analysis forest plots for binary classification data. Input is a CSV file containing study names, event counts and sample sizes for experimental and control groups. Output includes forest plot PNG and data table CSV.
aipoch
data-ai
data-analysis
124
meta-baujat-plot
Generate Baujat plots for heterogeneity analysis. Identify studies that contribute most to the overall meta-analysis results and heterogeneity, helping discover potential outlier studies. Input meta-analysis data CSV, output Baujat plot PNG and contribution data CSV.
aipoch
data-ai
data-analysis
124
mechanism-flowchart
Generates Mermaid flowchart code and visual diagrams for pathophysiological.
aipoch
data-ai
data-analysis
124
matplotlib
A low-level plotting library for comprehensive customization. Use when fine-grained control over every plot element is needed, creating new types of charts, or integrating into specific scientific workflows. Can export to PNG/PDF/SVG for publication. For quick statistical charts, use seaborn; for interactive charts, use plotly; for journal-style, publication-ready multi-panel charts, use scientific-visualization.
aipoch
data-ai
data-analysis
124
heatmap-beautifier
Professional beautification tool for gene expression heatmaps, automatically adds clustering trees, color annotation tracks, and intelligently optimizes label layout.
aipoch
data-ai
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
data-ai
data-analysis
124
journal-impact-factor-trend
Show journal impact factor and quartile trends over 5 years.
aipoch
data-ai
data-analysis
124
visual-content-desc
Generates detailed text descriptions of medical images and charts for.
aipoch
data-ai
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
data-ai
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
data-ai
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
data-ai
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
data-ai
data-analysis
124
figure-legend-gen
Generate standardized figure legends for scientific charts and graphs.
aipoch
data-ai
data-analysis
124
discharge-summary-writer
Generate hospital discharge summaries from admission data, hospital course.
aipoch
data-ai
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
data-ai
data-analysis
124
table-1-generator
Automated generation of baseline characteristics tables (Table 1) for clinical research papers.
aipoch
data-ai
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
data-ai
data-analysis
124
ib-summarizer
Summarize core safety information from Investigator's Brochures for clinical.
aipoch
data-ai
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
data-ai
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
data-ai