Medicine & Health

Define primary, secondary and exploratory endpoints with event rules and timing

Plan FAERS safety comparisons across several drugs within one organ system class

Plan FAERS disproportionality studies that screen drug class safety signals

Query openFDA for drug, device and adverse event data and recall records

Explain disease mechanisms, drug actions and differential diagnoses with evidence

Tile and preprocess whole slide pathology images in SVS, TIFF and NDPI formats

Summarize core safety data from investigator brochures for clinical trials

Recommend ICD-10-CM and CPT codes from clinical notes with confidence scores

Draft trial inclusion and exclusion criteria that balance rigor with recruitment

Write executable inclusion and exclusion criteria tied to chart fields and time windows

Draft IRB applications, consent forms and submission checklists for human research

Draw Kaplan-Meier survival curves by risk group with time unit handling and PDF export

Explain blood, lipid, liver, kidney and thyroid lab results in plain language

Find evidence-audited research gaps in medical topics and turn them into study ideas

Turn an audited research gap into an executable, traceable biomedical study plan

Convert physician dictation into structured SOAP notes

Convert lab values between units like mg/dL and mmol/L with reference ranges

Answer medical research questions from a vector knowledge base with cited evidence

Write patient messages that encourage medication adherence

Compare pre-admission and inpatient medication lists to catch omitted or duplicated drugs

Design Mendelian randomization studies from an exposure and outcome direction

Check survival model calibration with a Cox fit and bootstrap calibration curves

Plan NHANES biomarker studies with cross-sectional analysis and retrospective validation

Build a prognosis nomogram from clinical predictors with a C-index table and PDF

Segment nuclei and build tissue graphs from whole slide images with PathML

Select regions of interest in pathology slide images for targeted analysis

Rewrite informed consent forms at a 6th to 8th grade level with compliance checks

Write ethical, patient-friendly ads for recruiting clinical trial participants

Find underrepresented or poorly validated populations in a biomedical research area

Draft prior authorization letters with clinical justification for insurers

Design discovery, modeling and validation workflows for prognostic biomarkers

Classify clinical trial protocol deviations as major or minor under ICH E6 GCP

Read, write and anonymize DICOM medical images and extract their pixel data

Generate simple, blocked and stratified randomization lists for trials

Map patient symptoms to Human Phenotype Ontology terms for rare disease diagnosis

Design real-world evidence studies from EHR, claims or registry data

Write clinical referral letters with patient summary, findings and next steps

Evaluate diagnostic biomarker AUC from case-control data with logistic ROC curves

Plan sample size, power assumptions and fallback enrollment for clinical protocols

Summarize EHR records into shift handovers with critical events and pending tasks

Plan FAERS studies that map a single drug safety profile and label gaps

Suggest emergency, urgent or outpatient triage from red flag symptoms by rules

Compute time-dependent ROC curves and AUC tables for survival markers with follow-up

Assess clinical trial feasibility with population sizing, endpoints and regulatory paths

Match patient profiles to ranked ClinicalTrials.gov trials by molecular eligibility

Assess translational gaps between preclinical models and human disease

Design a translational blueprint with milestones and validation thresholds for a finding

Write concise patient treatment plans with SMART goals, monitoring and PDF output

Plan studies that predict treatment response or drug resistance in clinical research