Medicine & Health

Design EMR encounter workflows, prescriptions and accessible data entry screens

Write SOAP or narrative clinical case reports for rounds and conference talks

Check disease outbreak alerts and PM2.5 air quality warnings for a place

Prepare research-only clinical decision-support evaluations and governance artifacts

Draft safety-bounded clinical research report structures with local deterministic checks

Review ClinGen gene-disease evidence and public literature for a germline variant

Query and download public cancer imaging collections with DICOM access and metadata SQL

Search biomedical papers, FDA documents and clinical trials and read them full text

Load, tile and quantify whole-slide pathology images with PathML

Model drug exposure with PK, PD and population analyses and first-in-human doses

Read, edit and preflight DICOM medical imaging files and pixel data in Python

Build clinical machine learning pipelines on EHR and signal data with PyHealth

Format and check treatment-plan documents after clinicians have made the decisions

Build a prior authorization packet from case files and payer policy documents

Design a clinical study with endpoints, sample size and power estimates

Answer medical education questions and common myths using current guidelines

Record, update or delete doctor registration details used for study subscriptions

Run guideline study tracks with authoritative sources and output format checks

Assess guideline mastery, build study plans and create quizzes for doctors

Explain verified guideline sections in order with source locations and study paths

Send periodic reminders about new medical guidelines matched to specialty and seniority

Summarize local medical insurance policy changes for study, with official sources

Fetch Chinese medical guidelines from fallback copies when official sources fail

Validate structured medical study outputs against a fixed format standard

Teach classical formula TCM reasoning in the Ni Haixia style with its debated limits

Think through TCM diagnosis and care like the Tang dynasty physician Sun Simiao

Work through TCM pattern diagnosis and classic formulas like Zhang Zhongjing

Write complete SOAP notes covering all four sections in one file operation

Write structured SOAP clinical notes with every required section in one file

Turn unstructured clinical encounters into SOAP notes with ICD codes and care plans

Write structured SOAP notes with all four components in a single file

Write detailed SOAP notes to a file in one pass

Search ClinicalTrials.gov studies and pull their metadata as concise summaries

Look up PharmGKB gene-drug annotations, variants and dosing guidelines

Draft clinical decision support reports with cohort analyses and GRADE evidence

Analyze diffusion MRI ADC maps, micro-CT bone and tissue deformation data

Write case, trial and discharge reports to CARE, ICH and SOAP standards

Query ClinPGx pharmacogenomics for gene-drug interactions and CPIC dosing guidance

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

Pull ClinGen gene-disease validity and sourced evidence for germline variants

Extract tissue tiles from whole slide H&E images with stain normalization

Query and download public cancer CT, MR and PET imaging datasets from NCI IDC

Process ECG, EEG, EDA and respiration signals with NeuroKit2

Analyze whole slide pathology images with multiplexed IF and tissue graphs

Check live viral lineage growth and mutations in GenSpectrum LAPIS data

Query the PrimeKG knowledge graph linking genes, drugs, diseases and phenotypes

Read, write and anonymize DICOM medical images and pixel data in Python

Draft concise medical treatment plans with SMART goals as LaTeX and PDF

Reason through Chinese medicine cases with Ni Haixia's six-channel and formula method