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Automation Risk Analysis

Will “Nuclear Medicine MD (Nuclear Medicine Medical Doctor)” be Automated?

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AI Exposure Risk

46%

“Nuclear Medicine MD (Nuclear Medicine Medical Doctor)” will probably not be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 46% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

50%

“Nuclear Medicine MD (Nuclear Medicine Medical Doctor)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 50% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Radiologists, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Diagnose and treat diseases and injuries using medical imaging techniques, such as x rays, magnetic resonance imaging (MRI), nuclear medicine, and ultrasounds. May perform minimally invasive medical procedures and tests.

Avg. Annual Salary $359,820
Avg. Hourly Wage $172.99
Available Jobs (US) 26,290
Job Title & Hierarchy Code (SOC) Radiologists #29-1224
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Radiologists”

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Core Skills & Abilities

  • Administer radioisotopes to clinical patients or research subjects.

  • Establish or enforce standards for protection of patients or personnel.

  • Review procedure requests and patients' medical histories to determine applicability of procedures and radioisotopes to be used.

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

  • Develop or monitor procedures to ensure adequate quality control of images.

  • Check and approve the quality of diagnostic images before patients are discharged.

  • Confer with medical professionals regarding image-based diagnoses.

  • 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.

  • Establish and enforce radiation protection standards for patients and staff.

  • Calculate, measure, or prepare radioisotope dosages.

  • Direct nuclear medicine technologists or technicians regarding desired dosages, techniques, positions, and projections.

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

  • Participate in continuing education activities to maintain and develop expertise.

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

  • Monitor handling of radioactive materials to ensure that established procedures are followed.

  • Participate in quality improvement activities including discussions of areas where risk of error is high.

  • Review or transmit images and information using picture archiving or communications systems.

  • Instruct radiologic staff in desired techniques, positions, or projections.

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

  • Advise other physicians of the clinical indications, limitations, assessments, or risks of diagnostic and therapeutic applications of radioactive materials.

  • Test dosage evaluation instruments and survey meters to ensure they are operating properly.

  • Prescribe radionuclides and dosages to be administered to individual patients.

  • Prepare comprehensive interpretive reports of findings.

  • Recognize or treat complications during and after procedures, including blood pressure problems, pain, oversedation, or bleeding.

  • Provide counseling to radiologic patients to explain the processes, risks, benefits, or alternative treatments.

  • Coordinate radiological services with other medical activities.

  • Teach nuclear medicine, diagnostic radiology, or other specialties at graduate educational level.

  • Compare nuclear medicine procedures with other types of procedures, such as computed tomography, ultrasonography, nuclear magnetic resonance imaging, and angiography.

  • Formulate plans and procedures for nuclear medicine departments.

  • Develop treatment plans for radiology patients.

Technologies & Software

  • Computer aided image analysis software
  • Patient electronic medical record EMR software
  • Nuance DAX (Microsoft)
  • Cerner PowerWorks Practice Management
  • Epic Practice Management
  • Nabla Copilot
  • CareCloud Central
  • Radiopharmacy inventory databases
  • Epic Systems
  • simplifyMD
  • Greenway Medical Technologies PrimeSUITE
  • Web browser software
  • Scheduling software
  • Fujifilm Synapse
  • Advanced Data Systems MedicsRis
  • Allscripts Professional EHR
  • McKesson Practice Plus
  • Modernizing Medicine Practice Management
  • Motion correction software
  • Avreo Radiology Workflow Solutions
  • Email software
  • McKesson Radiology Manager
  • GE Healthcare Centricity Practice Solution
  • athenahealth athenaCollector
  • medQ Q/ris
  • Epic AI
  • Maplewood Software StaffReady
  • IOS Health Systems Medios EHR
  • MIM Software MIMfusion
  • Infinite Radiology Opal-RAD
  • Bizmatics PrognoCIS EMR
  • MIM Software MIMneuro
  • Digital image processing software
  • HealthFusion MediTouch
  • Abridge
  • GE Healthcare Centricity EMR
  • GE Healthcare ViewPoint for Radiology
  • NextGen Healthcare Information Systems EMR
  • RamSoft PowerServer RIS/PACS
  • GalacTek ECLIPSE
  • Glass AI
  • Allscripts PM
  • Benchmark Systems Benchmark Clinical EHR
  • Automatic Data Processing AdvancedMD EHR
  • ACOM Solutions RAPID EMR
  • Gemini for Workspace
  • Amboss AI
  • Kareo Practice Management
  • NextGen Healthcare NextGen Practice Management
  • MEDITECH software
  • MIM Software MIMcardiac
  • SOAPware EMR
  • Perplexity AI
  • Alteer Office
  • Voice recognition software
  • Digital Imaging Communications in Medicine DICOM medical imaging software
  • mPlexus DICOM RadiX
  • eClinicalWorks EHR software
  • Vitera Healthcare Solutions Vitera Intergy
  • Microsoft Excel
  • WRSHealth EMR
  • Microsoft Word
  • Merge Healthcare Merge RIS
  • Hosted PACS Solutions
  • Patient management software
  • Exercise bicycles
  • Beta vial shields
  • Fluoroscopic imaging systems
  • Portable radiation survey meters
  • Medical single photo emission computed tomography SPECT equipment
  • Dose calibrators
  • Mercury blood pressure measuring equipment
  • Positron emission tomography PET equipment
  • Single-photon emission computed tomography SPECT cameras
  • Medical positron emission tomography PET scanners
  • Laboratory transfer pipettes
  • Pinhole collimators
  • Medical ultrasound scanners
  • Automated blood pressure cuffs
  • Hypodermic syringes
  • Metal laboratory tongs
  • Desktop computers
  • Converging collimators
  • Radiation measurement phantoms
  • Mechanical stethoscopes
  • Medical picture archiving computer systems PACS
  • Digital ratemeters
  • Well counters
  • Slant-hole collimators
  • Medical examination protective gloves
  • Computed tomography CT systems
  • Stress treadmill machines
  • Laboratory test tubes
  • Fan-beam collimators
  • Electrocardiography EKG machines
  • Semiautomated or automatic external defibrillators AED
  • Novarad NovaPacs
  • Single position emission computed tomography/computed tomography SPECT/CT imaging equipment
  • Tablet computers
  • X ray machines
  • Gamma ray cameras
  • Ultrasound bone density scanners
  • Intravenous IV sets
  • Magnetic resonance imaging MRI equipment
  • Laptop computers
  • Glass beakers
  • Bone densitometers
  • Medical radiation monitors
  • Parallel-hole collimators
  • Medical safety masks
  • Computed tomography CT equipment
  • Dosimetry badges
  • Personal computers
  • Scintillation probes
  • Magnetic resonance imaging MRI systems
  • Patient radiation shields
  • Gamma cameras
  • Microhematocrit centrifuges
  • Diagnostic ultrasound equipment
  • Radiation shielding gloves
  • Safety goggles
  • Cone-beam collimators
  • Diverging collimators