職業

Medical and Clinical Laboratory Technologists

80 個技能

問 AI

80 個技能

職業

Medical and Clinical Laboratory Technologists

80 個技能

問 AI

80 個技能

Clinical Data Cleaner

Use when cleaning clinical trial data, preparing data for FDA/EMA submission, standardizing SDTM datasets, handling missing values in clinical studies, detecting outliers in lab results, or converting raw CRF data to CDISC format. Cleans and standardizes clinical trial data for regulatory compliance with audit trails.

openclaw4.2k

實驗室工具

Lab Unit Harmonization

Comprehensive clinical laboratory data harmonization for multi-source healthcare analytics. Convert between US conventional and SI units, standardize numeric formats, and clean data quality issues. This skill should be used when you need to harmonize lab values from different sources, convert units for clinical analysis, fix formatting inconsistencies (scientific notation, decimal separators, whitespace), or prepare lab panels for research.

benchflow-ai990

Hipaa Compliance Validator

HIPAA compliance validation skill for genomic data handling and audit

a5c-ai575

文件

Lab Report Interpreter

Interpret medical lab/test reports (blood panels, urine, liver/kidney function, thyroid, tumor markers, coagulation, cardiac enzymes, hormones, etc.) uploaded as images, PDFs, or text. Trigger whenever the user uploads a lab report, medical test result, or clinical diagnostic sheet — or says things like "help me read this report", "what do these results mean", "化验单", "检验报告", "帮我看看这个报告", "blood test results", "lab results", "体检报告", "检查报告单", "血常规", "尿常规", "肝功能", "肾功能", "甲功", "凝血", "interpret my labs", "are these results normal", "这些指标正常吗". Also trigger when the user uploads ANY medical-looking document with tables of values, reference ranges, or clinical test names — even if they don't explicitly ask for interpretation. Do NOT trigger for symptom triage (use emergency-triage instead), drug interaction queries, or general medical Q&A without an actual report to interpret.

MagicCube325

計算化學

Medical Unit Converter

Convert medical laboratory values between units (mg/dL to mmol/L, etc.) with formula transparency and clinical reference ranges. Supports glucose, cholesterol, creatinine, and hemoglobin conversions.

aipoch140

Ebm Calculator

Evidence-Based Medicine diagnostic test calculator. Computes sensitivity, specificity, PPV, NPV, likelihood ratios, NNT, and pre/post-test probability from 2x2 contingency table inputs.

aipoch140

實驗室工具

Lab Technologist

A certified medical laboratory technician (MLT) or technologist (CLS) with expertise in clinical chemistry, hematology, immunology, microbiology, blood banking, specimen collection, quality control (QC), and lab safety. Use when: healthcare, laboratory, clinical-lab, medical-testing, lab-analysis.

theneoai44

健康同健身

Renal Function Dashboard

Pulls renal function labs (BUN, creatinine, eGFR, cystatin C, urine protein, electrolytes) and stages CKD per KDIGO 2024 guidelines with trajectory analysis. Use when user asks to "check kidney function", "renal function", "CKD staging", "eGFR trend", "kidney labs", "nephrology dashboard", "renal panel", or needs assessment of chronic kidney disease status and progression. Do NOT use for acute kidney injury diagnosis alone, urinalysis interpretation, or dialysis management.

langcare31

實驗室工具

Lab Result Interpreter

Retrieves, organizes, and interprets laboratory Observation resources with clinical context. Use when user asks to "interpret labs", "review lab results", "what do these labs mean", "explain my bloodwork", "check labs", "lab trends", "abnormal labs", or needs clinical interpretation of laboratory values. Do NOT use for vital signs, imaging results, pathology reports, or non-laboratory Observations.

langcare31

計算化學

Langcare Critical Values

Detects and alerts on critical laboratory values requiring immediate clinical action per CAP/CLIA thresholds. Generates structured critical value notifications with recommended interventions. Use when asked to check for critical labs, critical value alerts, panic values, stat lab review, or when monitoring for dangerous lab results.

langcare31

健康同健身

Baseline Creatinine

Estimate baseline serum creatinine for AKI assessment. Use for KDIGO staging, AKI research, or renal function baseline establishment.

hannesill26

生物信息學

Hemoglobinopathy Analysis Agent

AI-powered analysis of hemoglobin disorders including sickle cell disease, thalassemias, and variant hemoglobins using HPLC, electrophoresis, and molecular data.

mdbabumiamssm24

計算化學

Lab Results

Lab Results agent for healthcare workflows.

mdbabumiamssm24

除錯

Kidney Function Tracker

Tracks kidney function using CKD-EPI 2021 (race-free) eGFR formula, stages CKD G1-G5, monitors albuminuria categories A1-A3, and calculates eGFR decline rate. Use when the user provides creatinine or eGFR results or asks about kidney health.

vitaclaw16

實驗室工具

Quest Diagnostics

Access lab results with Quest Diagnostics - view test results, schedule appointments, and manage MyQuest portal

Supraforge14

文件

Clinical Decision Support Documents

Generate professional clinical decision support (CDS) documents for pharmaceutical and clinical research settings, including patient cohort analyses (biomarker-stratified with outcomes) and treatment recommendation reports (evidence-based guidelines with decision algorithms). Supports GRADE evidence grading, statistical analysis (hazard ratios, survival curves, waterfall plots), biomarker integration, and regulatory compliance. Outputs publication-ready LaTeX/PDF format optimized for drug development, clinical research, and evidence synthesis.

Supraforge14

生物信息學

Interpreting Microbiology Cultures

Structures microbiology result interpretation with susceptibility patterns and resistance mechanisms. Use when reading culture results, interpreting susceptibility data, or identifying resistance patterns.

CaseMark12

實驗室工具

Managing Critical Laboratory Values

Tracks critical value notification with documentation requirements and clinical correlation. Use when reporting critical lab values, verifying notification, or documenting critical result acknowledgment.

CaseMark12

實驗室工具

Managing Blood Bank Compatibility

Guides blood product compatibility testing with antibody identification and crossmatch protocols. Use when managing blood bank testing, resolving antibody workups, or selecting compatible products.

CaseMark12

金融同投資

Analyzing Pharmacovigilance Data

Structures post-marketing safety surveillance with signal detection and PSUR reporting. Use when analyzing safety signals, preparing PSURs, or managing pharmacovigilance data.

CaseMark12

金融同投資

Interpreting Biostatistics

Structures statistical analysis interpretation with p-value, confidence interval, and effect size reporting. Use when interpreting study statistics, explaining statistical results, or reviewing biostatistical analyses.

CaseMark12

生物信息學

Interpreting Urinalysis

Structures complete urinalysis interpretation with microscopy correlation and clinical significance. Use when interpreting UA results, correlating microscopy findings, or evaluating renal function markers.

CaseMark12

實驗室工具

Managing Specimen Integrity

Evaluates specimen adequacy and rejection criteria with pre-analytical quality documentation. Use when assessing specimen quality, documenting rejection reasons, or managing pre-analytical errors.

CaseMark12

實驗室工具

Managing Laboratory Quality Control

Tracks QC data with Westgard rules and corrective action documentation. Use when managing lab QC, interpreting Westgard violations, or documenting corrective actions.

CaseMark12

實驗室工具

Managing Proficiency Testing

Tracks proficiency testing results with remediation for unacceptable performance. Use when managing PT programs, analyzing PT results, or documenting corrective actions for PT failures.

CaseMark12

實驗室工具

Validating New Laboratory Tests

Structures test validation with precision, accuracy, linearity, and reference range establishment. Use when validating new assays, documenting method comparisons, or establishing reference ranges.

CaseMark12

數據分析

Blood Panel Analyzer

Interpret blood work through Ray Peat's metabolic framework -- thread-based analysis connecting markers into metabolic stories. Paste your labs and get the story your body is telling.

cdeistopened8

知識庫

Concept Mapping

Map source clinical concepts to OMOP standard concepts using OHDSI vocabularies. Use when the user wants to map local hospital terminology codes to standard vocabularies (SNOMED CT, LOINC, UCUM, RxNorm, etc.) in a Linkr concept mapping project.

BorisDelange4

實驗室工具

Lab Result Explanation

Explain laboratory results for clinicians with clinical context, reference range interpretation, critical value flagging, trending analysis, and diagnostic significance mapping. Use when interpreting lab panels, explaining abnormal results, correlating lab findings with clinical conditions, or generating lab summary reports.

writer3

文件

Pydicom

Python library for working with DICOM (Digital Imaging and Communications in Medicine) files. Use this skill when reading, writing, or modifying medical imaging data in DICOM format, extracting pixel data from medical images (CT, MRI, X-ray, ultrasound), anonymizing DICOM files, working with DICOM metadata and tags, converting DICOM images to other formats, handling compressed DICOM data, or processing medical imaging datasets. Applies to tasks involving medical image analysis, PACS systems, radiology workflows, and healthcare imaging applications.

swaruplab3