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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

  • Coordinate radiological services with other medical activities.

  • Prepare comprehensive interpretive reports of findings.

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

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

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

  • Administer radioisotopes to clinical patients or research subjects.

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

  • Calculate, measure, or prepare radioisotope dosages.

  • Confer with medical professionals regarding image-based diagnoses.

  • Formulate plans and procedures for nuclear medicine departments.

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

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

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

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

  • 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.

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

  • Develop treatment plans for radiology patients.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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