Will AI replace Radiologists?

Some of your tasks will be automated. People who use AI will have the edge.

Task exposure to today's AI

49/100

Moderate exposure

This is the occupation's typical task mix. Your own score can be up to 30 points higher or lower depending on how you work: routine share, people contact, judgment and how much you already use AI.

Get your personal score

Will AI replace Radiologists?

Not entirely. Today's AI tools can take on about 49% of the typical work in this occupation, mostly: prepare comprehensive interpretive reports of findings. The parts that stay human include: Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.; Prepare comprehensive interpretive reports of findings.; Perform interventional procedures such as image-guided biopsy, percutaneous transluminal angioplasty, transhepatic biliary drainage, or nephrostomy catheter placement..

People who learn to use AI for the automatable parts keep the edge. The 3-phase plan below shows where to start.

Which tasks AI can take on

The largest tasks in this occupation, their share of the working week, and how much of each today's AI tools can do.

TaskAutomatable

Prepare comprehensive interpretive reports of findings.AI already used 70%

Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians. 57%

Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.AI already used 50%

Communicate examination results or diagnostic information to referring physicians, patients, or families. 42%

Confer with medical professionals regarding image-based diagnoses. 40%

Perform interventional procedures such as image-guided biopsy, percutaneous transluminal angioplasty, transhepatic biliary drainage, or nephrostomy catheter placement. 10%

+ 24 more tasks (26% of the week) in the full test.

Your human edge

Perform or interpret the outcomes of diagnostic imaging procedures including magnetic resonance imaging (MRI), computer tomography (CT), positron emission tomography (PET), nuclear cardiology treadmill studies, mammography, or ultrasound.
Prepare comprehensive interpretive reports of findings.
Perform interventional procedures such as image-guided biopsy, percutaneous transluminal angioplasty, transhepatic biliary drainage, or nephrostomy catheter placement.

AI tools to try

Clinical documentation and transcription assistantsChatGPT / Claude for patient information (no patient data)Clinical decision support in your systems

Related roles

A 3-phase AI learning plan

Phase 1

Less documentation time

AI transcription and note drafting where your organisation allows it.
Patient information leaflets in plain language.
Never put identifiable patient data into public tools.

Project

Use an approved AI tool to draft 20 de-identified imaging reports from your dictation and plain-language result leaflets for 5 common exams; log minutes saved per report.

Phase 2

Evidence and decision support

Guideline and literature summaries with AI, checked in the source.
Understand how decision-support tools reach their output.
Know the limits and liability.

Project

Build AI-assisted one-page summaries of current guidelines for 5 frequent findings (e.g. incidental pulmonary nodule), verify every claim in the source, and log error rates.

Phase 3

AI in care processes

Coordination, scheduling and handover with AI help.
Take part in your organisation's AI projects.
Teach colleagues safe use.

Project

Pilot an AI-supported protocolling and worklist-triage workflow for one modality over 2 weeks, measure turnaround change, and run a 1-hour safe-use teaching session for your department.

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