Design evidence-discovery and validation workflows for drug repurposing studies by integrating disease mechanisms, drug-target logic, expression reversal, real-world evidence, and…
Check for interactions between multiple medications, including severity classification and mechanism explanations.
Analyze data with `volcano-plot-labeler` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.
Use gene structure mapper for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.
Generate popular science short video scripts based on topic, duration, and style. Invoke when the user needs to create scripts for short science videos.
Fix garbled text in PDF/SVG vector graphics caused by font encoding issues, making files editable in AI tools. Supports batch processing and JSON export for manual correction.
Generates complete dual-disease transcriptomic + machine learning research designs from a user-provided disease pair.
Use when analyzing bulk RNA-seq or microarray expression data to identify differentially expressed genes between two biological groups (case vs control), with volcano plots and…
Use poster layout planner for other workflows that need structured execution, explicit assumptions, and clear output boundaries.
Use when creating radiology educational quizzes, preparing board exam questions, or studying medical imaging cases.
Run immune pathway GSVA or ssGSEA analysis from a bulk expression matrix, a sample group file, and a local immune Reactome gene-set table, then export differential pathway results…
Organizes the evidence and competitive landscape around a drug, target, or pathway by separating disease relevance, tractability, preclinical evidence, clinical evidence, modality…
Assists researchers with Institutional Review Board (IRB) application tasks, including drafting informed consent documents, reviewing research protocols for compliance, generating…
Query the Reactome REST API for pathway content and enrichment analyses; use when you need curated pathway data, reaction details, or overrepresentation results for a gene list.
Use when validating an existing prognostic risk signature on an external bulk expression cohort with survival outcomes, producing risk scores, Kaplan-Meier survival curves, risk…
IoT monitoring simulation to predict CO2 tank depletion and prevent weekend gas outages in cell culture facilities.
Generates complete conventional non-oncology bioinformatics research designs from a user-provided disease context, process-related gene family or biological theme, and va — from…
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),…
Generates a meta-analysis baseline characteristics section (text + table) from raw data. Supports Chinese and English.
Use when you need a standardized R CLI workflow to run two-class SVM-RFE feature ranking on an expression-like matrix, choose an informative feature count from cross-validated…
Generates scientifically sound inclusion and exclusion criteria for Meta-Analysis based on a given title or keywords.
Convert medical laboratory values between units (mg/dL to mmol/L, etc.) with formula transparency and clinical reference ranges.
Use blind-review-sanitizer for academic writing workflows that need structured anonymization, explicit assumptions, and clear output boundaries for double-blind submission.
Use Bio.Entrez to access NCBI databases (e.g., PubMed/GenBank) for searching, fetching summaries, and downloading records when your workflow needs to call the NCBI E-utilities API…
Write and revise the Methods section of research papers to ensure reproducibility; use when preparing an IMRAD manuscript or responding to journal/reporting-guideline requirements…
Generate statistics for publication-year and journal distributions from local references or PDFs; use when you need standardized Year/Journal tables and a summary without any…
Automates Risk of Bias 2 (ROB2) assessment for RCT papers by analyzing text against specific domains and synthesizing a report.
Vector database retrieval and evidence-based answering for medical research topics. Use when users need knowledge-base-backed answers about methodology, disease mechanisms, drug…
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.
Perform basic local PDF operations (merge, split, extract pages/text/tables, create) when users request offline PDF processing without external services.
Screen full-text papers against inclusion/exclusion criteria, with optional PubMed metadata check using PMID. Use when the user needs to evaluate a paper for a meta-analysis.
Builds background-gap-objective logic for biomedical manuscript introductions with clear study positioning and disciplined narrative structure.
Access over 200M protein structures from AlphaFold DB; use when you need to retrieve predicted 3D structures (PDB/mmCIF), confidence metrics (pLDDT/PAE), or protein metadata by…
Adjust academic paper formatting and convert between DOCX/LaTeX/Markdown when you need to meet a journal or school template requirement.
Identifies the real underlying study design used in a medical or biomedical paper, distinguishes primary and secondary design components when papers are hybrid, and converts the…
1. Confirm the user objective, required inputs, and non-negotiable constraints before doing detailed work. 2.
Reorganizes a paper into a storyline suitable for scientific posters. Use when planning the section structure, title hierarchy, figure selection, and live-explanation flow for an…
Analyzes the feasibility of a proposed Meta-analysis topic by searching for existing Meta-analyses and Clinical Trials on PubMed/ClinicalTrials.gov.
Use when generating Kaplan-Meier survival curves from tabular survival data containing time, event status, and a precomputed risk group.
Generate and optimize clinical trial subject inclusion/exclusion criteria to balance scientific rigor with recruitment feasibility.
Assesses whether study results are trustworthy by auditing design integrity, sample structure, statistical handling, bias control, validation chain, and claim discipline.
Use medical cv resume builder for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.
Generates high-quality promotional soft articles with structured outlines, tailored introductions, and optimized titles based on product info and hot topics.
Generates a comprehensive research proposal design based on input literature, including hypothesis, mechanism verification, and budget.
Generates the "Results" section for meta-analysis sensitivity analysis based on statistical tables and titles.
Use sanger chromatogram qa for data analysis workflows that need structured execution, explicit assumptions, and clear output boundaries.
Use anki-card-creator for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries for study-card generation.
Evidence-Based Medicine diagnostic test calculator. Computes sensitivity, specificity, PPV, NPV, likelihood ratios, NNT, and pre/post-test probability from 2x2 contingency table…
Use when filtering genes with high missingness and then imputing missing values in a bulk expression matrix with group-aware KNN through `DMwR2`, where donor samples are…
Extract experimental materials and instrument information from PDFs (or PDF-derived text/Markdown) into three CSV tables; use when a paper/report contains sections like Materials…
Generate a complete NSFC (National Natural Science Foundation of China) General Program grant application in Chinese, following the 2026 official template.
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…
Use when determining author order on research manuscripts, assigning CRediT contributor roles for transparency, documenting individual contributions to collaborative projects, or…
Generate renderable, scientific-style SVG graphics directly from natural-language requirements (no image models).
Automates critical appraisal and quality assessment for research papers by analyzing text against established methodological standards (such as risk of bias tools, quality…
Simplify informed consent documents into patient-friendly language while maintaining regulatory compliance (FDA 21CFR50, ICH-GCP, HIPAA) and required legal elements.
Calculate Body Mass Index (BMI) and Body Surface Area (BSA) for clinical assessment, obesity screening, and chemotherapy dosing.
Generates professional interview titles and questions based on expert background and topic. Provides a structured workflow for interview preparation.
Use grant gantt chart gen for evidence insight workflows that need structured execution, explicit assumptions, and clear output boundaries.
Use conference poster pitch for academic writing workflows that need structured execution, explicit assumptions, and clear output boundaries.