放射線科医

ヘルスケア

AI露出度

  • データ出典: BLS公表時点: '26.08

    高い· 相対

    低い4段階の相対区分非常に高い

    職業群単位の値

    尺度・母数・出典

    4段階の相対区分（低い / 中程度 / 高い / 非常に高い）

    BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります

    出典データセット（XLSX ファイルのダウンロード）

  • データ出典: Anthropic公表時点: '26.03

    0.199

    0.000ここに掲載された値の範囲0.745
    尺度・母数・出典

    観測エクスポージャー指数、公開されたまま0–1

    O*NETタスクへの対応づけが基準

    出典データセット

  • データ出典: ILO公表時点: '25

    0.27

    0.09ここに掲載された値の範囲0.70

    職業群単位の値

    尺度・母数・出典

    生成AI露出度指数、公開されたまま0–1

    ISCO-08の職業小分類単位 — 同じコードの職業はすべて同じ値

    当サイトの算出であり、ILOが公表した数値ではありません。当サイトがILOデータセットに結び付けた職業1,012件のうち、この値以上のものは74%です。

    出典データセット

この出典がどのような性格の値か

BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。

Task-level exposure

露出のある作業のみ
TaskClaude.aiRaw / share %
Prepare comprehensive interpretive reports of findings.

29-1069

0.075321.8
Develop individualized treatment plans for patients, considering patient preferences, clinical data, or the risks and benefits of therapies.

29-1069

0.02637.6
Analyze and interpret results from tests such as microbial or parasite tests, urine analyses, hormonal assays, fine needle aspirations (FNAs), and polymerase chain reactions (PCRs).

29-1069

0.02557.4
Interpret imaging data and confer with other medical specialists to formulate diagnoses.

29-1069

0.02256.5
Communicate examination results or diagnostic information to referring physicians, patients, or families.

29-1069

0.02116.1
Document the performance, interpretation, or outcomes of all procedures performed.

29-1069

0.02076.0
Diagnose diseases or study medical conditions using techniques such as gross pathology, histology, cytology, cytopathology, clinical chemistry, immunology, flow cytometry, and molecular biology.

29-1069

0.01855.3
Interpret diagnostic test results to make appropriate differential diagnoses.

29-1069

0.01714.9
Examine microscopic samples to identify diseases or other abnormalities.

29-1069

0.01394.0
Educate patients about diagnoses, prognoses, or treatments.

29-1069

0.01203.5
Not observed on any surface — 201 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.
Engage in self-directed learning and continuing education activities.
—0
Document patients' medical histories.
—0
Conduct laboratory or clinical research on allergy or immunology topics.
—0
Provide allergy or immunology consultation or education to physicians or other health care providers.
—0
Prescribe medication such as antihistamines, antibiotics, and nasal, oral, topical, or inhaled glucocorticosteroids.
—0
Conduct physical examinations of patients.
—0
Order or perform diagnostic tests such as skin pricks and intradermal, patch, or delayed hypersensitivity tests.
—0
Coordinate the care of patients with other health care professionals or support staff.
—0
Assess the risks and benefits of therapies for allergic and immunologic disorders.
—0
Provide therapies, such as allergen immunotherapy and immunoglobin therapy, to treat immune conditions.
—0
Perform allergen provocation tests such as nasal, conjunctival, bronchial, oral, food, and medication challenges.
—0
Diagnose or treat allergic or immunologic conditions.
—0
Refer patients to other specialists, as needed.
—0
Record patients' health histories.
—0
Provide dermatologic consultation to other health professionals.
—0
Read current literature, talk with colleagues, and participate in professional organizations or conferences to keep abreast of developments in dermatology.
—0
Evaluate patients to determine eligibility for cosmetic procedures such as liposuction, laser resurfacing, and microdermabrasion.
—0
Conduct or order diagnostic tests such as chest radiographs (x-rays), microbiologic tests, and endocrinologic tests.
—0
Recommend diagnostic tests based on patients' histories and physical examination findings.
—0
Provide therapies such as intralesional steroids, chemical peels, and comodo removal to treat age spots, sun damage, rough skin, discolored skin, or oily skin.
—0
Prescribe hormonal agents or topical treatments such as contraceptives, spironolactone, antiandrogens, oral corticosteroids, retinoids, benzoyl peroxide, and antibiotics.
—0
Perform skin surgery to improve appearance, make early diagnoses, or control diseases such as skin cancer.
—0
Perform incisional biopsies to diagnose melanoma.
—0
Diagnose and treat pigmented lesions such as common acquired nevi, congenital nevi, dysplastic nevi, Spitz nevi, blue nevi, and melanoma.
—0
Counsel patients on topics such as the need for annual dermatologic screenings, sun protection, skin cancer awareness, or skin and lymph node self-examinations.
—0
Conduct complete skin examinations.
—0
Diagnose and treat skin conditions such as acne, dandruff, athlete's foot, moles, psoriasis, and skin cancer.
—0
Provide liposuction treatment to patients.
—0
Instruct interns or residents in diagnosis and treatment of dermatological diseases.
—0
Conduct clinical or basic research.
—0
Provide dermabrasion or laser abrasion to treat atrophic scars, elevated scars, or other skin conditions.
—0
Participate in continuing education activities to maintain or enhance knowledge and skills.
—0
Direct, coordinate, or supervise the patient care activities of nursing or support staff.
—0
Write patient discharge summaries and send them to primary care physicians.
—0
Direct the operations of short stay or specialty units.
—0
Train or supervise medical students, residents, or other health professionals.
—0
Prescribe medications or treatment regimens to hospital inpatients.
—0
Order or interpret the results of tests such as laboratory tests and radiographs (x-rays).
—0
Attend inpatient consultations in areas of specialty.
—0
Conduct discharge planning and discharge patients.
—0
Diagnose, treat, or provide continuous care to hospital inpatients.
—0
Admit patients for hospital stays.
—0
Communicate with patients' primary care physicians upon admission, when treatment plans change, or at discharge to maintain continuity and quality of care.
—0
Participate in neuroscience research activities.
—0
Provide training to medical students or staff members.
—0
Participate in continuing education activities to maintain and expand competence.
—0
Supervise medical technicians in the performance of neurological diagnostic or therapeutic activities.
—0
Counsel patients or others on the background of neurological disorders including risk factors, or genetic or environmental concerns.
—0
Refer patients to other health care practitioners as necessary.
—0
Advise other physicians on the treatment of neurological problems.
—0
Prescribe or administer medications, such as anti-epileptic drugs, and monitor patients for behavioral and cognitive side effects.
—0
Prepare, maintain, or review records that include patients' histories, neurological examination findings, treatment plans, or outcomes.
—0
Order or interpret results of laboratory analyses of patients' blood or cerebrospinal fluid.
—0
Order supportive care services such as physical therapy, specialized nursing care, and social services.
—0
Interview patients to obtain information such as complaints, symptoms, medical histories, and family histories.
—0
Inform patients or families of neurological diagnoses and prognoses, or benefits, risks and costs of various treatment plans.
—0
Diagnose neurological conditions based on interpretation of examination findings, histories, or test results.
—0
Develop treatment plans based on diagnoses and on evaluation of factors such as age and general health, or procedural risks and costs.
—0
Determine brain death using accepted tests and procedures.
—0
Communicate with other health care professionals regarding patients' conditions and care.
—0
Coordinate neurological services with other health care team activities.
—0
Perform or interpret the outcomes of procedures or diagnostic tests such as lumbar punctures, electroencephalography, electromyography, and nerve conduction velocity tests.
—0
Identify and treat major neurological system diseases and disorders such as central nervous system infection, cranio spinal trauma, dementia, and stroke.
—0
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.
—0
Prescribe or administer treatments such as transcranial magnetic stimulation, vagus nerve stimulation, and deep brain stimulation.
—0
Perform specialized treatments in areas such as sleep disorders, neuroimmunology, neuro-oncology, behavioral neurology, and neurogenetics.
—0
Test dosage evaluation instruments and survey meters to ensure they are operating properly.
—0
Teach nuclear medicine, diagnostic radiology, or other specialties at graduate educational level.
—0
Provide advice on the selection of nuclear medicine supplies or equipment.
—0
Monitor cleanup of radioactive spills to ensure that proper procedures are followed and that decontamination activities are conducted.
—0
Monitor handling of radioactive materials to ensure that established procedures are followed.
—0
Formulate plans and procedures for nuclear medicine departments.
—0
Direct the safe management and disposal of radioactive substances.
—0
Establish and enforce radiation protection standards for patients and staff.
—0
Advise other physicians of the clinical indications, limitations, assessments, or risks of diagnostic and therapeutic applications of radioactive materials.
—0
Review procedure requests and patients' medical histories to determine applicability of procedures and radioisotopes to be used.
—0
Prescribe radionuclides and dosages to be administered to individual patients.
—0
Perform cardiovascular nuclear medicine procedures such as exercise testing and pharmacologic stress testing.
—0
Monitor quality control of radionuclide preparation, administration, or disposition ensuring that activities comply with applicable regulations and standards.
—0
Direct nuclear medicine technologists or technicians regarding desired dosages, techniques, positions, and projections.
—0
Interview and physically examine patients prior to testing.
—0
Determine appropriate tests or protocols based on patients' needs or conditions.
—0
Compare nuclear medicine procedures with other types of procedures such as computed tomography, ultrasonography, nuclear magnetic resonance imaging, and angiography.
—0
Calculate, measure, or prepare radioisotope dosages.
—0
Administer radioisotopes to clinical patients or research subjects.
—0
Schedule examinations and staff activities.
—0
Conduct laboratory procedures, such as radioimmunoassay studies of blood or urine, using radionuclides.
—0
Consult with anesthesiologists regarding recommended dosages or combinations of sedative drugs.
—0
Provide ophthalmic consultation to other medical professionals.
—0
Refer patients for more specialized treatments when conditions exceed the experience, expertise, or scope of practice of practitioner.
—0
Instruct interns, residents, or others in ophthalmologic procedures and techniques.
—0
Conduct clinical or laboratory-based research in ophthalmology.
—0
Collaborate with multidisciplinary teams of health professionals to provide optimal patient care.
—0
Provide or direct the provision of postoperative care.
—0
Document or evaluate patients' medical histories.
—0
Prescribe corrective lenses such as glasses and contact lenses.
—0
Prescribe or administer topical or systemic medications to treat ophthalmic conditions and to manage pain.
—0
Perform, order, or interpret the results of diagnostic or clinical tests.
—0
Perform laser surgeries to alter, remove, reshape, or replace ocular tissue.
—0
Perform ophthalmic surgeries such as cataract, glaucoma, refractive, corneal, vitro-retinal, eye muscle, and oculoplastic surgeries.
—0
Prescribe ophthalmologic treatments or therapies such as chemotherapy, cryotherapy, and low vision therapy.
—0
Perform comprehensive examinations of the visual system to determine the nature or extent of ocular disorders.
—0
Review cases by analyzing autopsies, laboratory findings, or case investigation reports.
—0
Manage medical laboratories.
—0
Read current literature, talk with colleagues, or participate in professional organizations or conferences to keep abreast of developments in pathology.
—0
Develop or adopt new tests or instruments to improve diagnosis of diseases.
—0
Educate physicians, students, and other personnel in medical laboratory professions such as medical technology, cytotechnology, and histotechnology.
—0
Plan and supervise the work of the pathology staff, residents or visiting pathologists.
—0
Identify the etiology, pathogenesis, morphological change, and clinical significance of diseases.
—0
Write pathology reports summarizing analyses, results, and conclusions.
—0
Consult with physicians about ordering and interpreting tests or providing treatments.
—0
Testify in depositions or trials as an expert witness.
—0
Perform autopsies to determine causes of deaths.
—0
Obtain specimens by performing procedures such as biopsies and fine need aspirations (FNAs) of superficial nodules.
—0
Diagnose infections, such as Hepatitis B and Acquired Immune Deficiency Syndrome (AIDS), by conducting tests to detect the antibodies that patients' immune systems make to fight such infections.
—0
Conduct genetic analyses of deoxyribonucleic acid (DNA) or chromosomes to diagnose small biopsies and cell samples.
—0
Instruct interns and residents in the diagnosis and treatment of temporary or permanent physically disabling conditions.
—0
Conduct physical tests such as functional capacity evaluations to determine injured workers' capabilities to perform the physical demands of their jobs.
—0
Assess characteristics of patients' pain such as intensity, location, and duration using standardized clinical measures.
—0
Monitor effectiveness of pain management interventions such as medication and spinal injections.
—0
Examine patients to assess mobility, strength, communication, or cognition.
—0
Diagnose or treat performance-related conditions such as sports injuries or repetitive motion injuries.
—0
Prescribe physical therapy to relax the muscles and improve strength.
—0
Coordinate physical medicine and rehabilitation services with other medical activities.
—0
Consult or coordinate with other rehabilitative professionals including physical and occupational therapists, rehabilitation nurses, speech pathologists, neuropsychologists, behavioral psychologists, social workers, or medical technicians.
—0
Perform electrodiagnosis including electromyography, nerve conduction studies, or somatosensory evoked potentials of neuromuscular disorders or damage.
—0
Prescribe therapy services, such as electrotherapy, ultrasonography, heat or cold therapy, hydrotherapy, debridement, short-wave or microwave diathermy, and infrared or ultraviolet radiation, to enhance rehabilitation.
—0
Prescribe orthotic and prosthetic applications and adaptive equipment, such as wheelchairs, bracing, and communication devices, to maximize patient function and self-sufficiency.
—0
Provide inpatient or outpatient medical management of neuromuscular disorders, musculoskeletal trauma, acute and chronic pain, deformity or amputation, cardiac or pulmonary disease, or other disabling conditions.
—0
Teach or train medical staff regarding preventive medicine issues.
—0
Prepare preventive health reports including problem descriptions, analyses, alternative solutions, and recommendations.
—0
Supervise or coordinate the work of physicians, nurses, statisticians, or other professional staff members.
—0
Deliver presentations to lay or professional audiences.
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Evaluate the effectiveness of prescribed risk reduction measures or other interventions.
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Identify groups at risk for specific preventable diseases or injuries.
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Design or use surveillance tools, such as screening, lab reports, and vital records, to identify health risks.
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Direct public health education programs dealing with topics such as preventable diseases, injuries, nutrition, food service sanitation, water supply safety, sewage and waste disposal, insect control, and immunizations.
—0
Perform epidemiological investigations of acute and chronic diseases.
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Develop or implement interventions to address behavioral causes of diseases.
—0
Direct or manage prevention programs in specialty areas such as aerospace, occupational, infectious disease, and environmental medicine.
—0
Coordinate or integrate the resources of health care institutions, social service agencies, public safety workers, or other organizations to improve the community health.
—0
Implement protocols in areas such as drugs, resuscitation, emergencies, power failures, and infection control.
—0
Provide advice on types or quantities of radiology equipment needed to maintain facilities.
—0
Participate in research projects involving radiology.
—0
Participate in quality improvement activities including discussions of areas where risk of error is high.
—0
Supervise and teach residents or medical students.
—0
Schedule examinations and assign radiologic personnel.
—0
Participate in continuing education activities to maintain and develop expertise.
—0
Establish or enforce standards for protection of patients or personnel.
—0
Administer radiopaque substances by injection, orally, or as enemas to render internal structures and organs visible on x-ray films or fluoroscopic screens.
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Recognize or treat complications during and after procedures, including blood pressure problems, pain, oversedation, or bleeding.
—0
Obtain patients' histories from electronic records, patient interviews, dictated reports, or by communicating with referring clinicians.
—0
Confer with medical professionals regarding image-based diagnoses.
—0
Instruct radiologic staff in desired techniques, positions, or projections.
—0
Evaluate medical information to determine patients' risk factors, such as allergies to contrast agents, or to make decisions regarding the appropriateness of procedures.
—0
Coordinate radiological services with other medical activities.
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Treat malignant internal or external growths by exposure to radiation from radiographs (x-rays), high energy sources, or natural or synthetic radioisotopes.
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Serve as an offsite teleradiologist for facilities that do not have on-site radiologists.
—0
Develop treatment plans for radiology patients.
—0
Administer or maintain conscious sedation during and after procedures.
—0
Conduct physical examinations to inform decisions about appropriate procedures.
—0
Perform interventional procedures such as image-guided biopsy, percutaneous transluminal angioplasty, transhepatic biliary drainage, and nephrostomy catheter placement.
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Select and prepare medical equipment or medications to be taken to athletic competition sites.
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Provide coaches and therapists with assistance in selecting and fitting protective equipment.
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Advise against injured athletes returning to games or competition if resuming activity could lead to further injury.
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Observe and evaluate athletes' mental well-being.
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Participate in continuing education activities to improve and maintain knowledge and skills.
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Conduct research in the prevention or treatment of injuries or medical conditions related to sports and exercise.
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Advise athletes, trainers, or coaches to alter or cease sports practices that are potentially harmful.
—0
Attend games and competitions to provide evaluation and treatment of activity-related injuries or medical conditions.
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Record athletes' medical histories and perform physical examinations.
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Supervise the rehabilitation of injured athletes.
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Refer athletes for specialized consultation, physical therapy, or diagnostic testing.
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Record athletes' medical care information and maintain medical records.
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Inform coaches, trainers, or other interested parties regarding the medical conditions of athletes.
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Provide education and counseling on illness and injury prevention.
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Prescribe orthotics, prosthetics, and adaptive equipment.
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Prescribe medications for the treatment of athletic-related injuries.
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Order and interpret the results of laboratory tests and diagnostic imaging procedures.
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Inform athletes about nutrition, hydration, dietary supplements, or uses and possible consequences of medication.
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Evaluate and manage chronic pain conditions.
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Examine and evaluate athletes prior to participation in sports activities to determine level of physical fitness or predisposition to injuries.
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Develop and test procedures for dealing with emergencies during practices or competitions.
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Coordinate sports care activities with other experts including specialty physicians and surgeons, athletic trainers, physical therapists, or coaches.
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Advise coaches, trainers, or physical therapists on the proper use of exercises and other therapeutic techniques and alert them to potentially dangerous practices.
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Examine, evaluate and treat athletes who have been injured or who have medical problems such as exercise-induced asthma.
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Advise athletes on how substances, such as herbal remedies, could affect drug testing results.
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Teach or train medical and clinical staff.
—0
Document or review patients' histories.
—0
Provide urology consultation to physicians or other health care professionals.
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Refer patients to specialists when condition exceeds experience, expertise, or scope of practice.
—0
Direct the work of nurses, residents, or other staff to provide patient care.
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Treat urologic disorders using alternatives to traditional surgery such as extracorporeal shock wave lithotripsy, laparoscopy, and laser techniques.
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Treat lower urinary tract dysfunctions using equipment such as diathermy machines, catheters, cystoscopes, and radium emanation tubes.
—0
Prescribe or administer antibiotics, antiseptics, or compresses to treat infection or injury.
—0
Prescribe medications to treat patients with erectile dysfunction (ED), infertility, or ejaculation problems.
—0
Perform abdominal, pelvic, or retroperitoneal surgeries.
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Perform brachytherapy, cryotherapy, high intensity focused ultrasound (HIFU), or photodynamic therapy to treat prostate or other cancers.
—0
Order and interpret the results of diagnostic tests, such as prostate specific antigen (PSA) screening, to detect prostate cancer.
—0
Examine patients using equipment, such as radiograph (x-ray) machines and fluoroscopes, to determine the nature and extent of disorder or injury.
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Diagnose or treat diseases or disorders of genitourinary organs and tracts including erectile dysfunction (ED), infertility, incontinence, bladder cancer, prostate cancer, urethral stones, or premature ejaculation.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

Occupation information

この職業に関わる最近の変化

2026年3月: Brookings: radiology identified as theoretically well-suited for AI despite capability advances, actual adoption limited.

[出典: Brookings Institution]