Radiólogos
SaludExposición a la IA
- Fuente de datos: BLSPublicado: '26.08
Alto· relativa
BajoCuatro bandas relativasMuy altoValor por grupo ocupacional
Escala, base y fuente
Cuatro bandas relativas (Bajo / Moderado / Alto / Muy alto)
831 ocupaciones detalladas de la tabla de proyecciones de empleo de BLS. El valor se asigna por código de la National Employment Matrix (NEM), de modo que las ocupaciones que comparten un código NEM reciben la misma banda
- Fuente de datos: AnthropicPublicado: '26.03
0.199
0.000Rango de los valores aquí recogidos0.745Escala, base y fuente
Índice de exposición observada, 0–1 tal como se publica
Mapeado sobre tareas de O*NET
- Fuente de datos: ILOPublicado: '25
0.27
0.09Rango de los valores aquí recogidos0.70Valor por grupo ocupacional
Escala, base y fuente
Índice de exposición a la IA generativa, 0–1 tal como se publica
Grupo primario de la CIUO-08 — todas las ocupaciones con ese código reciben este valor
Calculado por este sitio, no publicado por la OIT: de las 1012 ocupaciones que este sitio vincula al conjunto de datos de la OIT, un 74% alcanza o supera este valor.
Qué tipo de cifra publica esta fuente
La categoría de BLS es un rango relativo, no un nivel absoluto, y tampoco es una medición de primera mano: agrupa en cuatro bandas los rangos percentiles de la ocupación en varios estudios publicados. No es una previsión de empleo ni de salarios, no es una probabilidad de adopción y no distingue entre automatización y aumento.
Task-level exposure
| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Prepare comprehensive interpretive reports of findings.29-1224 | 0.00000.0 | 0.00000.0 |
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.29-1224 | 0.00000.0 | 0.00000.0 |
Communicate examination results or diagnostic information to referring physicians, patients, or families.29-1224 | 0.00000.0 | —0 |
| Not observed on any surface — 27 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | ||
Participate in quality improvement activities including discussions of areas where risk of error is high. | —0 | —0 |
Participate in continuing education activities to maintain and develop expertise. | —0 | —0 |
Establish or enforce standards for protection of patients or personnel. | —0 | —0 |
Review or transmit images and information using picture archiving or communications systems. | —0 | —0 |
Recognize or treat complications during and after procedures, including blood pressure problems, pain, oversedation, or bleeding. | —0 | —0 |
Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians. | —0 | —0 |
Confer with medical professionals regarding image-based diagnoses. | —0 | —0 |
Instruct radiologic staff in desired techniques, positions, or projections. | —0 | —0 |
Document the performance, interpretation, or outcomes of all procedures performed. | —0 | —0 |
Develop or monitor procedures to ensure adequate quality control of images. | —0 | —0 |
Coordinate radiological services with other medical activities. | —0 | —0 |
Provide counseling to radiologic patients to explain the processes, risks, benefits, or alternative treatments. | —0 | —0 |
Develop treatment plans for radiology patients. | —0 | —0 |
Perform interventional procedures such as image-guided biopsy, percutaneous transluminal angioplasty, transhepatic biliary drainage, or nephrostomy catheter placement. | —0 | —0 |
Administer radioisotopes to clinical patients or research subjects. | —0 | —0 |
Advise other physicians of the clinical indications, limitations, assessments, or risks of diagnostic and therapeutic applications of radioactive materials. | —0 | —0 |
Calculate, measure, or prepare radioisotope dosages. | —0 | —0 |
Check and approve the quality of diagnostic images before patients are discharged. | —0 | —0 |
Compare nuclear medicine procedures with other types of procedures, such as computed tomography, ultrasonography, nuclear magnetic resonance imaging, and angiography. | —0 | —0 |
Direct nuclear medicine technologists or technicians regarding desired dosages, techniques, positions, and projections. | —0 | —0 |
Establish and enforce radiation protection standards for patients and staff. | —0 | —0 |
Formulate plans and procedures for nuclear medicine departments. | —0 | —0 |
Monitor handling of radioactive materials to ensure that established procedures are followed. | —0 | —0 |
Prescribe radionuclides and dosages to be administered to individual patients. | —0 | —0 |
Review procedure requests and patients' medical histories to determine applicability of procedures and radioisotopes to be used. | —0 | —0 |
Teach nuclear medicine, diagnostic radiology, or other specialties at graduate educational level. | —0 | —0 |
Test dosage evaluation instruments and survey meters to ensure they are operating properly. | —0 | —0 |
Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task | βE1 + 0.5 × E2 |
|---|---|
Participate in quality improvement activities including discussions of areas where risk of error is high.O*NET Task ID 17231 | 0.5 |
Participate in continuing education activities to maintain and develop expertise.O*NET Task ID 17234 | 0.5 |
Develop treatment plans for radiology patients.O*NET Task ID 17235 | 0.5 |
Establish or enforce standards for protection of patients or personnel.O*NET Task ID 17236 | 0.5 |
Review or transmit images and information using picture archiving or communications systems.O*NET Task ID 17239 | 0.5 |
Recognize or treat complications during and after procedures, including blood pressure problems, pain, oversedation, or bleeding.O*NET Task ID 17241 | 0.5 |
Prepare comprehensive interpretive reports of findings.O*NET Task ID 17242 | 0.5 |
Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.O*NET Task ID 17243 | 0.5 |
Confer with medical professionals regarding image-based diagnoses.O*NET Task ID 17245 | 0.5 |
Instruct radiologic staff in desired techniques, positions, or projections.O*NET Task ID 17246 | 0.5 |
β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.
Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
Occupation information
Cambios recientes que afectan a esta ocupación
mar 2026: Brookings: radiology identified as theoretically well-suited for AI despite capability advances, actual adoption limited.
[Fuente: Brookings Institution]