Interpret the results of neuroimaging studies, such as Magnetic Resonance Imaging (MRI), Single Photon Emission Computed Tomography (SPECT), and Positron Emission Tomography (PET) scans.

“Interpret the results of neuroimaging studies, such as Magnetic Resonance Imaging (MRI), Single Photon Emission Computed Tomography (SPECT), and Positron Emission Tomography (PET) scans.” is a core task performed by Neurologists. Among the occupation's 24 rated tasks, workers place it 12th by importance (#13 most important). About 98% of workers say it is relevant to their job.

This is a single occupation-specific task statement from O*NET. The figures below describe how central the task is to the job and what independent studies measure about AI and this kind of work — not a prediction that the task will be automated.

Work activities this task rolls up to

O*NET groups concrete tasks into broader work activities shared across many occupations.

• Analyze health or medical data. in Analyzing Data or Information

AI exposure

The OpenAI / Eloundou “GPTs are GPTs” study rates this task E2. Exposure with tools — software built on top of a language model (not the model alone) could cut the time by at least half.

Exposure measures whether a model could meaningfully speed the task up — it is an estimate of overlap with model capabilities, not a measure of whether the work will be done by software. The study's intermediate score (β) for this task is 0.50. Automation potential label: T2.

How AI is actually used on this kind of task

The Anthropic Economic Index observes how people actually use AI on tasks like this one across millions of real conversations.

• 0.004% share of AI-use records mapped to this task

Observed AI use describes people choosing to use AI as a tool on this kind of task today. It is augmentation and assistance, not a measure of jobs replaced.

Other tasks in this occupation

• Interview patients to obtain information, such as complaints, symptoms, medical histories, and family histories. · importance 4.9
• Examine patients to obtain information about functional status of areas, such as vision, physical strength, coordination, reflexes, sensations, language skills, cognitive abilities, and mental status. · importance 4.8
• Perform or interpret the outcomes of procedures or diagnostic tests, such as lumbar punctures, electroencephalography, electromyography, and nerve conduction velocity tests. · importance 4.8
• Order or interpret results of laboratory analyses of patients' blood or cerebrospinal fluid. · importance 4.8
• Diagnose neurological conditions based on interpretation of examination findings, histories, or test results. · importance 4.7
• Prescribe or administer medications, such as anti-epileptic drugs, and monitor patients for behavioral and cognitive side effects. · importance 4.7
• Identify and treat major neurological system diseases and disorders, such as central nervous system infection, cranio spinal trauma, dementia, and stroke. · importance 4.7
• Inform patients or families of neurological diagnoses and prognoses, or benefits, risks and costs of various treatment plans. · importance 4.6
• Develop treatment plans based on diagnoses and on evaluation of factors, such as age and general health, or procedural risks and costs. · importance 4.6
• Prepare, maintain, or review records that include patients' histories, neurological examination findings, treatment plans, or outcomes. · importance 4.6
• Communicate with other health care professionals regarding patients' conditions and care. · importance 4.6
• Counsel patients or others on the background of neurological disorders including risk factors, or genetic or environmental concerns. · importance 4.4
• Determine brain death using accepted tests and procedures. · importance 4.3
• Coordinate neurological services with other health care team activities. · importance 4.3

See all tasks on the Neurologists page.

Sources for this page

Every figure above traces to a named public dataset and the exact release below — not hand-written opinion. See the full methodology for what each measure does and does not mean.

• O*NET 30.3 U.S. Department of Labor / National Center for O*NET Development
• Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27) Anthropic
• “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130 OpenAI / academic

Data compiled June 2, 2026. Figures are estimates, not advice.

@misc{singulariki-task-17114,
  title  = {Interpret the results of neuroimaging studies, such as Magnetic Resonance Imaging (MRI), Single Photon Emission Computed Tomography (SPECT), and Positron Emission Tomography (PET) scans.},
  author = {{Singulariki}},
  year   = {2026},
  note   = {O*NET 30.3; Anthropic Economic Index v4 (2026-01-15) + v2 (2025-03-27); “GPTs are GPTs” (Eloundou et al.) arXiv 2303.10130. Accessed June 7, 2026},
  url    = {https://singulariki.com/tasks/task-17114}
}