Medicine & Health

Assess drug-drug interaction risk, CYP450 mechanisms and polypharmacy management

Write sourced drug research reports on pharmacology, trials, safety and ADMET

Turn GWAS hits into druggable targets and drug repurposing leads

Predict checkpoint inhibitor response from TMB, PD-L1 and MSI biomarkers

Characterize emerging pathogens and screen existing drugs for rapid treatment options

Build multi-omics disease profiles with confidence scores and biomarker candidates

Analyze FDA adverse event reports and pharmacogenomic variants for drug safety

Build polygenic risk scores from GWAS summary statistics and interpret percentiles

Stratify patients for precision medicine using genomic, clinical and therapy data

Recommend FDA-approved cancer therapies and trials from a tumor mutation profile

Rank rare disease diagnoses from phenotype terms, gene variants and Orphanet data

Classify structural variants and score pathogenicity with ACMG-adapted criteria

Classify variants with ACMG criteria using ClinVar, gnomAD and CIViC evidence

Write a therapeutic indication dossier on patients, standard of care and trials

Look up Ni Haisha TCM course material on Shang Han Lun, Jingui and clinical cases

Search and analyze clinical trials across ClinicalTrials.gov and EU CTIS offline

Search FDA drug recall enforcement records with cacheable offline lookups

Browse, search and triage New England Journal of Medicine articles from the terminal

Search FDA adverse events, device recalls, food contamination and drug labels

Resolve ambiguous medical abbreviations using clinical context and specialty

Design FAERS safety comparisons between drugs within one adverse event family

Simulate adaptive clinical trials with interim analyses and stopping rules

Write CIOMS I adverse event narratives for FDA and EMA safety submissions

Turn clinical narratives into structured, de-identified SOAP notes

Map basic findings to diagnosis, prognosis and therapy use cases with evidence bridges

Practice clinical reasoning and literature appraisal with a medicine mentor persona

Design bidirectional Mendelian randomization studies for exposure and outcome traits

Map clinical and biomedical text to SNOMED CT and other standard ontologies

Map omics findings to diagnostic and therapeutic use cases and audit validation burden

Map biomarkers in a disease area by type, evidence layer, validation status and maturity

Calculate BMI and body surface area with several BSA formulas and pediatric options

Design case-control studies with control selection, matching and bias checkpoints

Structure protocols for diagnostic, efficacy, etiology and prognosis clinical studies

Write retrospective or prospective cohort protocols with enrollment and follow-up rules

Spot and correct cognitive biases in diagnostic and treatment reasoning

Turn a vague clinical research idea into a bounded, testable and searchable question

Draft clinical trial protocols for a medical device or drug and find similar trials

Search ClinicalTrials.gov by condition or drug and pull study protocols and status

Query ClinPGx for gene-drug interactions, CPIC guidelines and allele functions

Estimate temperature excursion risk for cold chain shipments of samples and drugs

Plan confounder control, adjustment sets and bias mitigation at the protocol stage

Calculate gestational age, due dates and follow-up visit windows as JSON

Evaluate the clinical utility of a prediction model with decision and impact curves

Remove PHI tags from DICOM images for research sharing with audit logs

Draft discharge summaries and patient instructions using digital twin predictions

Write hospital discharge summaries from admission data and follow-up plans

Check interactions between several medications with severity and mechanisms

Compute sensitivity, specificity, predictive values, likelihood ratios and NNT

Convert drug application Word and PDF files into eCTD XML skeletons