Analyze test data or images to inform diagnosis or treatment

Most of the output can be produced by software today.

Software can pull the data, run the comparison and write up what it found. The accuracy depends almost entirely on whether it is wired into the real system of record rather than a stale copy, which is the problem the tools and auth layer exists to solve.

Key facts about this work activity
How automatableMostly automatable
Kind of workAnalysis and evaluation work
Jobs that do it37 occupations
Tool categories that applyBuilders, Tools and auth
O*NET activityAnalyzing Data or Information (4.A.2.a.4)

What this looks like on the job

Not our paraphrase. These are real task statements recorded against this activity, spread across the 37 occupations that perform it.

  • Analyze x-rays to locate the sources of patients' difficulties and to rule out fractures or diseases as sources of problems.
  • Analyze test results and develop a treatment plan.
  • Interpret diagnostic test results for deviations from normal.
  • Diagnose diseases and deformities of the foot using medical histories, physical examinations, x-rays, and laboratory test results.
  • Operate diagnostic equipment, such as radiographic or ultrasound equipment, and interpret the resulting images.
  • Order, interpret, and evaluate diagnostic tests to identify and assess patient's condition.
  • Interpret information obtained from electrocardiograms (EKGs) or radiographs (x-rays).
  • Interpret diagnostic or laboratory tests, such as electrocardiograms (EKGs) and renal functioning tests.
  • Evaluate patients' vital signs or laboratory data to determine emergency intervention needs.
  • Perform or evaluate the results of diagnostic tests, such as radiographs (x-rays) and electrocardiograms (EKGs).
  • Order and interpret diagnostic or laboratory tests.
  • Order, perform, or interpret the results of diagnostic tests, such as complete blood counts (CBCs), electrocardiograms (EKGs), and radiographs (x-rays).
  • Evaluate hearing and balance disorders to determine diagnoses and courses of treatment.
  • Compare measurements of heart wall thickness and chamber sizes to standards to identify abnormalities, using the results of an echocardiogram.
  • Analyze records, examination information, or test results to diagnose medical conditions.
  • Order, perform, and interpret tests and analyze records, reports, and examination information to diagnose patients' condition.
  • Analyze records, reports, test results, or examination information to diagnose medical condition of patient.
  • Interpret the results of neuroimaging studies, such as Magnetic Resonance Imaging (MRI), Single Photon Emission Computed Tomography (SPECT), and Positron Emission Tomography (PET) scans.

What we would actually use

One recommendation rather than a shortlist, because a shortlist is just your problem handed back. This is what we would buy for analysis and evaluation work, and what it costs.

Our pickFrom $20/mo · one upgrade when you outgrow it
ClaudeStart hereLong-context assistant with computer use, plus Claude Code for engineering work.From $20/moMakeWhen you outgrow itVisual scenario builder over 3,000-plus apps, materially cheaper than Zapier at volume.From $9/mo

Start in the assistant with an export of the real data, because the accuracy problem here is a stale copy rather than a weak model. Make, at $9 a month, is the cheapest way to put the pull on a schedule once the analysis is worth repeating.

Chosen for the cheapest thing that does the job, not the best funded. Nothing on this site is sponsored, and the full landscape is there when you want to disagree with us.

The rest of the category

Context, not alternatives to weigh up. We name the layer rather than promise a named product does your specific task.

Builders

n8n
Free self-host
Zapier
From $29.99/mo
Lindy
From $19.99/mo
Relevance AI
From $29/mo

Tools and auth

Composio
Free tier
Arcade.dev
Free tier
StackOne
Custom
Nango
Free tier

Matched from the kind of work, not from vendor marketing. Check any of them can reach the system your records actually live in — that connection, not the model, is where these projects stall.

How people actually do it

No workflow names this activity yet, but these automate the same kind of work, with the prompts to paste and what to keep for yourself.

Catalogue content auditGet a complete audit of missing descriptions, alt text, and metadata across your entire product catalogue in one report.Catalogue · 8 stepsAnswer-engine optimisationTurn your ranking pages into answer engine magnets by restructuring content around direct, quotable statements.Search · 9 stepsCompetitor watch on a scheduleGet weekly competitor updates delivered to your inbox without manually checking their sites.Search · 7 steps

Who does this work

37 occupations in the O*NET database perform this activity. Each one has a full breakdown of its other tasks.

Work that goes with it

O*NET groups these under “Analyze health or medical data”. In practice they tend to be done by the same person, in the same sitting.

Related work activities
ActivityJobs
Analyze patient data to determine patient needs or treatment goals27
Analyze health-related data9
Calculate numerical data for medical activities8
Analyze quantitative data to determine effectiveness of treatments or therapies7
Analyze medical data to determine cause of death2

Method. The activity, its taxonomy placement and the occupations that perform it come straight from the public-domain O*NET 30.3 database. The automatability band is ours: we map each of O*NET’s 41 generalized work activities to how much of its output current software can produce, assuming a person still reviews and owns the result. It is a coarse three-way judgment on purpose. A precise-looking percentage here would be invented.