Medical Entity Extractor
Extract medical entities (symptoms, medications, lab values, diagnoses) from patient messages.
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Extract medical entities (symptoms, medications, lab values, diagnoses) from patient messages.
Pure Python DICOM for medical imaging (CT, MRI, X-ray, ultrasound). Read/write DICOM, pixels as NumPy, edit tags, windowing (VOI LUT), PHI anonymization, build DICOM, series→3D volumes. Use histolab for WSI pathology; nibabel for NIfTI.
Search medRxiv medical preprints with natural language queries. Powered by Valyu semantic search.
Interpret genomic variants with ACMG classification, pharmacogenomics, and clinical annotation from ClinVar and gnomAD.
Design clinical protocols with evidence-based guidelines. TRIGGERS - Use when user needs help with clinical-protocol related tasks.
Create medical coding guides for billing accuracy. TRIGGERS - Use when user needs help with coding-guide related tasks.
Create medical affairs strategies with KOL management. TRIGGERS - Use when user needs help with medical-affairs-plan related tasks.
Design CDI programs. TRIGGERS - Use when user needs help with clinical-documentation-improvement related tasks.
Plan medical device development with 510k/PMA. TRIGGERS - Use when user needs help with medical-device-plan related tasks.
Designs a realistic, execution-aware biomedical study version under explicit constraints of samples, time, budget, data access, lab capacity, team skill, and validation resources. Always use this skill when the user has a real study idea, a candidate route, or a partially framed project but canno...
Develop and maintain clinical decision support rules including alerts, reminders, order sets, and evidence-based recommendations within EHR systems
Drug delivery formulation skill for optimizing drug loading, encapsulation efficiency, and release kinetics
Analyzes forest plots for meta-analysis, generating detailed descriptions and formatting figure legends in Chinese or English. Use when the user wants to interpret a forest plot image, describe its statistical significance (heterogeneity, p-value), and format the output with specific figure legends.
Evidence-Based Medicine diagnostic test calculator. Computes sensitivity, specificity, PPV, NPV, likelihood ratios, NNT, and pre/post-test probability from 2x2 contingency table inputs.
Calculate medical date windows including gestational age, estimated delivery dates, and follow-up visit scheduling. Produces structured JSON output for clinical research and trial coordination workflows.
Track lab equipment calibration dates and send maintenance reminders for pipettes, balances, centrifuges, and other instruments. Validates date formats and supports update/delete operations.
Compare patient pre-admission medication lists with inpatient orders to automatically identify omitted or duplicated medications and improve medication safety.
Generates a patient-friendly medical case report tweet from case images and disease name. Use when the user provides a medical case image and wants a structured report or tweet.
Assemble 6 sub-figures (A–F) into a high-resolution composite figure with consistent labels, padding, and publication-ready DPI.
A biomedical research topic designer that generates progressive experimental subtitles and detailed research outlines based on a given subject. Use when the user wants to design a research proposal, outline experiments for a topic, or structure a biomedical study.
Dehydration assessment, crystalloid vs. colloid selection, resuscitation bolus protocols by species, maintenance calculation, electrolyte correction and potassium supplementation.
Medical nutrition therapy, macronutrient calculations, lab interpretation, dietary guidelines, and condition-specific protocols
Map clinical study data to FDA Substantial Equivalence and clinical performance criteria for AI-enabled medical devices
Clinical optometry expertise for eye examination, ocular disease, contact lens fitting, and ophthalmic coding
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