@aipoch-ai

low-resource-ai-researcher wraps parameter-efficient fine-tuning (lora, qlora) for medical llms on consumer gpus. provides configuration templates, dataset references, and training examples but lacks concrete decision logic and failure handling details.

digital-twin-patient-builder integrates genotype, clinical history, and imaging data to simulate drug efficacy and toxicity predictions via pharmacokinetic modeling, but lacks actionable procedures and explicit failure handling.

comparison-table-gen produces markdown and html tables from comma-separated item and attribute lists. scope limited to two-dimensional comparisons without demonstrated handling of complex medical data semantics or validation.

Recommend suitable high-impact factor or domain-specific journals for manuscript submission based on abstract content. Trigger when user provides paper abstr...

Assist in drafting professional peer review response letters. Trigger when user mentions "reviewer comments", "response letter", "peer review", "revise and r...

Generates Kaplan-Meier survival curves, calculates survival statistics (log-rank test, median survival time), and estimates hazard ratios for clinical and bi...

Query and annotate gene variants from ClinVar and dbSNP databases. Trigger when: - User provides a variant identifier (rsID, HGVS notation, genomic coordinat...

Generates professional cover letters for journal submissions and job applications in medical and academic contexts.

Draft Diversity, Equity, and Inclusion statements for academic applications

Automatically generate NIH 2023-compliant Data Management and Sharing Plan (DMSP) drafts following FAIR principles

Uses analogies to explain complex medical concepts in accessible terms.

Adapt abstracts to meet specific conference word limits and formats

Use when identifying collaboration opportunities across fields, finding experts in complementary disciplines, translating methodologies between scientific do...

Analyze data with `survival-curve-risk-table` using a reproducible workflow, explicit validation, and structured outputs for review-ready interpretation.

Performs GO (Gene Ontology) and KEGG pathway enrichment analysis on gene lists. Trigger when: - User provides a list of genes (symbols or IDs) and asks for e...

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

Design CRISPR gRNA sequences for specific gene exons with off-target prediction and efficiency scoring. Trigger when user needs gRNA design, CRISPR guide RNA...

Batch anonymize DICOM medical images by removing patient sensitive information (name, ID, birth date) while preserving image data for research use. Trigger w...

A medical assistant tool that transforms complex biochemical laboratory test results into clear, patient-friendly explanations with safety disclaimers and se...