A typical day involves preparing radioactive materials and calculating precise doses for patient procedures, administering radiopharmaceuticals intravenously, and operating cameras and scanning equipment to detect radioactive tracers in the body. They position patients for imaging procedures, monitor equipment during scans to produce high-quality diagnostic images, and perform quality control checks on laboratory equipment and cameras. Throughout the day, they maintain detailed records of procedures, process cardiac function studies using computers, and safely dispose of radioactive materials following strict radiation safety protocols. Patient interaction is constant, requiring clear communication about procedures and ensuring patient comfort during imaging sessions.
Successful Nuclear Medicine Technologists demonstrate exceptional attention to detail and dependability, as their work involves precise measurements of radioactive materials and strict adherence to safety protocols. They possess strong scientific aptitude, particularly in physics, chemistry, and biology, combined with excellent patient care skills and the ability to explain complex procedures clearly. The role attracts individuals who are methodical and cautious by nature, comfortable working with technology and computers, and capable of maintaining accuracy under pressure. Those who excel typically have strong problem-solving abilities, can work independently while following detailed protocols, and genuinely enjoy helping patients through what can be anxiety-provoking medical procedures.
Nuclear medicine technology has moderate automation risk, as the role requires significant human judgment in patient positioning, dose calculations, and safety monitoring that cannot be easily automated. While imaging equipment becomes increasingly sophisticated with automated features, the critical thinking required for protocol selection, patient interaction, and quality assurance evaluation remains firmly in human domain. The emphasis on patient care, radiation safety oversight, and complex problem-solving provides substantial protection against full automation.
Postings appear within hours of going live on the source ATS. No aggregator lag. Direct from source.
| TERM | COUNT | FREQ | BAR | SOURCE ATTRIBUTION |
|---|---|---|---|---|
| medicine | 58 | 0.0162 | wikipedia 72% inference 21% | |
| nuclear | 51 | 0.0142 | wikipedia 71% inference 24% | |
| tendency | 42 | 0.0117 | onet dimensi 100% | |
| imaging | 42 | 0.0117 | wikipedia 79% inference 14% | |
| equipment | 39 | 0.0109 | onet dimensi 59% inference 18% | |
| others | 38 | 0.0106 | onet dimensi 100% | |
| procedures | 37 | 0.0103 | wikipedia 27% inference 24% | |
| medical | 31 | 0.0086 | dwas 52% wikipedia 29% | |
| radiation | 18 | 0.0050 | onet tasks 33% wikipedia 33% | |
| patient | 17 | 0.0047 | inference 53% dwas 24% | |
| principles | 17 | 0.0047 | onet dimensi 94% wikipedia 6% | |
| materials | 15 | 0.0042 | onet dimensi 67% inference 20% | |
| therapy | 15 | 0.0042 | wikipedia 87% onet tasks 7% | |
| patients | 14 | 0.0039 | onet tasks 36% inference 29% | |
| control | 14 | 0.0039 | onet dimensi 86% onet tasks 7% | |
| includes | 14 | 0.0039 | onet dimensi 86% wikipedia 7% | |
| objects | 13 | 0.0036 | onet dimensi 92% wikipedia 8% | |
| treatment | 12 | 0.0033 | wikipedia 33% onet tasks 25% | |
| activities | 12 | 0.0033 | onet dimensi 75% dwas 25% | |
| body | 12 | 0.0033 | onet dimensi 83% wikipedia 8% | |
| american | 12 | 0.0033 | wikipedia 92% inference 8% | |
| computer | 11 | 0.0031 | onet tasks 45% onet dimensi 27% | |
| quality | 11 | 0.0031 | onet dimensi 55% inference 27% | |
| safety | 11 | 0.0031 | inference 55% onet tasks 27% | |
| human | 11 | 0.0031 | onet dimensi 64% wikipedia 18% | |
| care | 11 | 0.0031 | inference 55% onet dimensi 18% | |
| ideas | 11 | 0.0031 | onet dimensi 100% | |
| problem | 10 | 0.0028 | onet dimensi 70% inference 20% | |
| techniques | 10 | 0.0028 | onet dimensi 100% | |
| technology | 10 | 0.0028 | onet dimensi 40% inference 40% |
Provenance Window — Full Source Record · 29-2033.00 · Nuclear Medicine Technologists 7 source blocks · click to expand
[Core] [133% incumbents] Administer radiopharmaceuticals or radiation intravenously to detect or treat diseases, using radioisotope equipment, under direction of a physician. DWAs: Administer medical substances for imaging or other procedures. [Core] [133% incumbents] Detect and map radiopharmaceuticals in patients' bodies, using a camera to produce photographic or computer images. DWAs: Create advanced digital images of patients using computer imaging systems. | Operate diagnostic imaging equipment. [Core] [133% incumbents] Record and process results of procedures. DWAs: Record patient medical histories. | Process healthcare paperwork. [Core] [133% incumbents] Produce a computer-generated or film image for interpretation by a physician. DWAs: Process x-rays or other medical images. [Core] [133% incumbents] Perform quality control checks on laboratory equipment or cameras. DWAs: Examine medical instruments or equipment to ensure proper operation. [Core] [133% incumbents] Dispose of radioactive materials and store radiopharmaceuticals, following radiation safety procedures. DWAs: Monitor the handling of hazardous materials or medical wastes. | Follow protocols or regulations for healthcare activities. [Core] [133% incumbents] Maintain and calibrate radioisotope and laboratory equipment. DWAs: Maintain medical laboratory equipment. [Core] [133% incumbents] Measure glandular activity, blood volume, red cell survival, or radioactivity of patient, using scanners, Geiger counters, scintillometers, or other laboratory equipment. DWAs: Operate laboratory equipment to analyze medical samples. [Core] [133% incumbents] Train or supervise student or subordinate nuclear medicine technologists. DWAs: Train medical providers. | Supervise patient care personnel. [Core] [132% incumbents] Process cardiac function studies, using computer. DWAs: Process x-rays or other medical images. [Core] [132% incumbents] Calculate, measure, and record radiation dosage or radiopharmaceuticals received, used, and disposed, using computer and following physician's prescription. DWAs: Calculate numerical data for medical activities. | Record patient medical histories. [Core] [132% incumbents] Prepare stock radiopharmaceuticals, adhering to safety standards that minimize radiation exposure to workers and patients. DWAs: Follow protocols or regulations for healthcare activities. | Prepare medications or medical solutions. [Core] [132% incumbents] Explain test procedures and safety precautions to patients and provide them with assistance during test procedures. DWAs: Explain medical procedures or test results to patients or family members. [Core] [132% incumbents] Gather information on patients' illnesses and medical history to guide the choice of diagnostic procedures for therapy. DWAs: Gather medical information from patient histories. [Supplemental] [132% incumbents] Add radioactive substances to biological specimens, such as blood, urine, or feces, to determine therapeutic drug or hormone levels. DWAs: Prepare biological specimens for laboratory analysis. [Supplemental] [130% incumbents] Position radiation fields, radiation beams, and patient to allow for most effective treatment of patient's disease, using computer. DWAs: Adjust settings or positions of medical equipment. | Position patients for treatment or examination. [Supplemental] [130% incumbents] Develop treatment procedures for nuclear medicine treatment programs. DWAs: Determine protocols for medical procedures. [EMERGING:New] Schedule patients for nuclear medicine exams and procedures.
--- SKILLS --- Critical Thinking (imp:3.88 lvl:3.62) — Using logic and reasoning to identify the strengths and weaknesses of alternativ Active Listening (imp:3.75 lvl:3.75) — Giving full attention to what other people are saying, taking time to understand Speaking (imp:3.75 lvl:3.75) — Talking to others to convey information effectively. Reading Comprehension (imp:3.50 lvl:4.00) — Understanding written sentences and paragraphs in work-related documents. Writing (imp:3.50 lvl:3.38) — Communicating effectively in writing as appropriate for the needs of the audienc Monitoring (imp:3.50 lvl:3.50) — Monitoring/Assessing performance of yourself, other individuals, or organization Science (imp:3.25 lvl:3.50) — Using scientific rules and methods to solve problems. Mathematics (imp:3.12 lvl:3.00) — Using mathematics to solve problems. Active Learning (imp:3.12 lvl:3.12) — Understanding the implications of new information for both current and future pr Learning Strategies (imp:2.75 lvl:3.00) — Selecting and using training/instructional methods and procedures appropriate fo --- KNOWLEDGE --- Customer and Personal Service (imp:4.66 lvl:5.55) — Knowledge of principles and processes for providing customer and personal servic Biology (imp:4.00 lvl:4.24) — Knowledge of plant and animal organisms, their tissues, cells, functions, interd English Language (imp:3.93 lvl:3.76) — Knowledge of the structure and content of the English language including the mea Physics (imp:3.92 lvl:3.85) — Knowledge and prediction of physical principles, laws, their interrelationships, Medicine and Dentistry (imp:3.82 lvl:3.82) — Knowledge of the information and techniques needed to diagnose and treat human i Chemistry (imp:3.75 lvl:4.20) — Knowledge of the chemical composition, structure, and properties of substances a Computers and Electronics (imp:3.74 lvl:4.15) — Knowledge of circuit boards, processors, chips, electronic equipment, and comput Mathematics (imp:3.67 lvl:4.03) — Knowledge of arithmetic, algebra, geometry, calculus, statistics, and their appl Public Safety and Security (imp:3.37 lvl:3.22) — Knowledge of relevant equipment, policies, procedures, and strategies to promote Administrative (imp:3.29 lvl:3.47) — Knowledge of administrative and office procedures and systems such as word proce Education and Training (imp:3.08 lvl:3.57) — Knowledge of principles and methods for curriculum and training design, teaching Psychology (imp:3.07 lvl:3.67) — Knowledge of human behavior and performance; individual differences in ability, Administration and Management (imp:2.78 lvl:2.57) — Knowledge of business and management principles involved in strategic planning, Engineering and Technology (imp:2.65 lvl:2.27) — Knowledge of the practical application of engineering science and technology. Th Production and Processing (imp:2.42 lvl:2.04) — Knowledge of raw materials, production processes, quality control, costs, and ot Law and Government (imp:2.37 lvl:2.30) — Knowledge of laws, legal codes, court procedures, precedents, government regulat Mechanical (imp:2.31 lvl:1.57) — Knowledge of machines and tools, including their designs, uses, repair, and main Sociology and Anthropology (imp:2.14 lvl:1.81) — Knowledge of group behavior and dynamics, societal trends and influences, human Telecommunications (imp:2.13 lvl:1.56) — Knowledge of transmission, broadcasting, switching, control, and operation of te Communications and Media (imp:2.00 lvl:1.81) — Knowledge of media production, communication, and dissemination techniques and m Therapy and Counseling (imp:1.91 lvl:1.68) — Knowledge of principles, methods, and procedures for diagnosis, treatment, and r Economics and Accounting (imp:1.84 lvl:1.02) — Knowledge of economic and accounting principles and practices, the financial mar Personnel and Human Resources (imp:1.81 lvl:1.34) — Knowledge of principles and procedures for personnel recruitment, selection, tra Foreign Language (imp:1.73 lvl:1.46) — Knowledge of the structure and content of a foreign (non-English) language inclu Transportation (imp:1.67 lvl:0.99) — Knowledge of principles and methods for moving people or goods by air, rail, sea Philosophy and Theology (imp:1.55 lvl:1.38) — Knowledge of different philosophical systems and religions. This includes their Sales and Marketing (imp:1.52 lvl:1.15) — Knowledge of principles and methods for showing, promoting, and selling products Design (imp:1.48 lvl:0.79) — Knowledge of design techniques, tools, and principles involved in production of Building and Construction (imp:1.15 lvl:0.35) — Knowledge of materials, methods, and the tools involved in the construction or r Geography (imp:1.15 lvl:0.31) — Knowledge of principles and methods for describing the features of land, sea, an History and Archeology (imp:1.07) — Knowledge of historical events and their causes, indicators, and effects on civi Food Production (imp:1.06) — Knowledge of techniques and equipment for planting, growing, and harvesting food Fine Arts (imp:1.03) — Knowledge of the theory and techniques required to compose, produce, and perform --- ABILITIES --- Oral Comprehension (imp:4.00 lvl:4.25) — The ability to listen to and understand information and ideas presented through Oral Expression (imp:4.00 lvl:3.88) — The ability to communicate information and ideas in speaking so others will unde Problem Sensitivity (imp:3.88 lvl:3.88) — The ability to tell when something is wrong or is likely to go wrong. It does no Near Vision (imp:3.88 lvl:4.12) — The ability to see details at close range (within a few feet of the observer). Written Comprehension (imp:3.75 lvl:3.75) — The ability to read and understand information and ideas presented in writing. Information Ordering (imp:3.75 lvl:3.75) — The ability to arrange things or actions in a certain order or pattern according Speech Recognition (imp:3.62 lvl:3.25) — The ability to identify and understand the speech of another person. Written Expression (imp:3.50 lvl:3.62) — The ability to communicate information and ideas in writing so others will under Deductive Reasoning (imp:3.50 lvl:3.50) — The ability to apply general rules to specific problems to produce answers that Inductive Reasoning (imp:3.50 lvl:3.50) — The ability to combine pieces of information to form general rules or conclusion Speech Clarity (imp:3.50 lvl:3.00) — The ability to speak clearly so others can understand you. Category Flexibility (imp:3.25 lvl:3.38) — The ability to generate or use different sets of rules for combining or grouping Mathematical Reasoning (imp:3.12 lvl:3.00) — The ability to choose the right mathematical methods or formulas to solve a prob Number Facility (imp:3.12 lvl:3.00) — The ability to add, subtract, multiply, or divide quickly and correctly. Control Precision (imp:3.12 lvl:3.00) — The ability to quickly and repeatedly adjust the controls of a machine or a vehi Flexibility of Closure (imp:3.00 lvl:3.00) — The ability to identify or detect a known pattern (a figure, object, word, or so Perceptual Speed (imp:3.00 lvl:3.00) — The ability to quickly and accurately compare similarities and differences among Arm-Hand Steadiness (imp:3.00 lvl:3.00) — The ability to keep your hand and arm steady while moving your arm or while hold Fluency of Ideas (imp:2.88 lvl:2.88) — The ability to come up with a number of ideas about a topic (the number of ideas Visualization (imp:2.88 lvl:3.00) — The ability to imagine how something will look after it is moved around or when Selective Attention (imp:2.88 lvl:2.88) — The ability to concentrate on a task over a period of time without being distrac Manual Dexterity (imp:2.88 lvl:2.88) — The ability to quickly move your hand, your hand together with your arm, or your Finger Dexterity (imp:2.88 lvl:2.88) — The ability to make precisely coordinated movements of the fingers of one or bot Visual Color Discrimination (imp:2.88 lvl:3.00) — The ability to match or detect differences between colors, including shades of c Originality (imp:2.75 lvl:2.75) — The ability to come up with unusual or clever ideas about a given topic or situa Memorization (imp:2.75 lvl:2.75) — The ability to remember information such as words, numbers, pictures, and proced Time Sharing (imp:2.75 lvl:2.62) — The ability to shift back and forth between two or more activities or sources of Far Vision (imp:2.75 lvl:2.88) — The ability to see details at a distance. Speed of Closure (imp:2.50 lvl:2.38) — The ability to quickly make sense of, combine, and organize information into mea Multilimb Coordination (imp:2.50 lvl:2.00) — The ability to coordinate two or more limbs (for example, two arms, two legs, or Trunk Strength (imp:2.38 lvl:2.25) — The ability to use your abdominal and lower back muscles to support part of the Rate Control (imp:2.12 lvl:2.00) — The ability to time your movements or the movement of a piece of equipment in an Reaction Time (imp:2.12 lvl:2.12) — The ability to quickly respond (with the hand, finger, or foot) to a signal (sou Static Strength (imp:2.00 lvl:1.88) — The ability to exert maximum muscle force to lift, push, pull, or carry objects. Dynamic Strength (imp:2.00 lvl:1.88) — The ability to exert muscle force repeatedly or continuously over time. This inv Stamina (imp:2.00 lvl:1.88) — The ability to exert yourself physically over long periods of time without getti Gross Body Coordination (imp:2.00 lvl:2.00) — The ability to coordinate the movement of your arms, legs, and torso together wh Depth Perception (imp:2.00 lvl:1.88) — The ability to judge which of several objects is closer or farther away from you Hearing Sensitivity (imp:2.00 lvl:2.00) — The ability to detect or tell the differences between sounds that vary in pitch Response Orientation (imp:1.88 lvl:1.75) — The ability to choose quickly between two or more movements in response to two o Wrist-Finger Speed (imp:1.88 lvl:1.00) — The ability to make fast, simple, repeated movements of the fingers, hands, and Speed of Limb Movement (imp:1.88 lvl:0.88) — The ability to quickly move the arms and legs. Extent Flexibility (imp:1.88 lvl:1.88) — The ability to bend, stretch, twist, or reach with your body, arms, and/or legs. Gross Body Equilibrium (imp:1.88 lvl:1.25) — The ability to keep or regain your body balance or stay upright when in an unsta Auditory Attention (imp:1.88 lvl:1.75) — The ability to focus on a single source of sound in the presence of other distra Spatial Orientation (imp:1.00) — The ability to know your location in relation to the environment or to know wher Explosive Strength (imp:1.00) — The ability to use short bursts of muscle force to propel oneself (as in jumping Dynamic Flexibility (imp:1.00) — The ability to quickly and repeatedly bend, stretch, twist, or reach out with yo Night Vision (imp:1.00) — The ability to see under low-light conditions. Peripheral Vision (imp:1.00) — The ability to see objects or movement of objects to one's side when the eyes ar Glare Sensitivity (imp:1.00) — The ability to see objects in the presence of a glare or bright lighting. Sound Localization (imp:1.00) — The ability to tell the direction from which a sound originated. --- WORK ACTIVITIES --- Assisting and Caring for Others (imp:4.61 lvl:5.39) — Providing personal assistance, medical attention, emotional support, or other pe Working with Computers (imp:4.55 lvl:3.90) — Using computers and computer systems (including hardware and software) to progra Documenting/Recording Information (imp:4.27 lvl:4.02) — Entering, transcribing, recording, storing, or maintaining information in writte Updating and Using Relevant Knowledge (imp:4.21 lvl:5.16) — Keeping up-to-date technically and applying new knowledge to your job. Getting Information (imp:4.20 lvl:3.86) — Observing, receiving, and otherwise obtaining information from all relevant sour Performing for or Working Directly with the Public (imp:4.09 lvl:4.62) — Performing for people or dealing directly with the public. This includes serving Evaluating Information to Determine Compliance with Standards (imp:4.03 lvl:4.25) — Using relevant information and individual judgment to determine whether events o Establishing and Maintaining Interpersonal Relationships (imp:3.94 lvl:4.53) — Developing constructive and cooperative working relationships with others, and m Communicating with Supervisors, Peers, or Subordinates (imp:3.91 lvl:4.15) — Providing information to supervisors, co-workers, and subordinates by telephone, Inspecting Equipment, Structures, or Materials (imp:3.84 lvl:4.18) — Inspecting equipment, structures, or materials to identify the cause of errors o Controlling Machines and Processes (imp:3.81 lvl:4.24) — Using either control mechanisms or direct physical activity to operate machines Monitoring Processes, Materials, or Surroundings (imp:3.80 lvl:4.95) — Monitoring and reviewing information from materials, events, or the environment, Identifying Objects, Actions, and Events (imp:3.79 lvl:4.54) — Identifying information by categorizing, estimating, recognizing differences or Processing Information (imp:3.68 lvl:4.14) — Compiling, coding, categorizing, calculating, tabulating, auditing, or verifying Making Decisions and Solving Problems (imp:3.68 lvl:3.92) — Analyzing information and evaluating results to choose the best solution and sol Organizing, Planning, and Prioritizing Work (imp:3.68 lvl:4.30) — Developing specific goals and plans to prioritize, organize, and accomplish your Coordinating the Work and Activities of Others (imp:3.61 lvl:3.77) — Getting members of a group to work together to accomplish tasks. Handling and Moving Objects (imp:3.49 lvl:4.57) — Using hands and arms in handling, installing, positioning, and moving materials, Performing General Physical Activities (imp:3.39 lvl:3.31) — Performing general physical activities includes doing activities that require co Interpreting the Meaning of Information for Others (imp:3.34 lvl:3.23) — Translating or explaining what information means and how it can be used. Training and Teaching Others (imp:3.31 lvl:3.61) — Identifying the educational needs of others, developing formal educational or tr Scheduling Work and Activities (imp:3.26 lvl:3.40) — Scheduling events, programs, and activities, as well as the work of others. Developing and Building Teams (imp:3.25 lvl:2.91) — Encouraging and building mutual trust, respect, and cooperation among team membe Performing Administrative Activities (imp:3.20 lvl:2.99) — Performing day-to-day administrative tasks such as maintaining information files Estimating the Quantifiable Characteristics of Products, Events, or Information (imp:3.14 lvl:3.14) — Estimating sizes, distances, and quantities; or determining time, costs, resourc Judging the Qualities of Objects, Services, or People (imp:3.12 lvl:3.39) — Assessing the value, importance, or quality of things or people. Communicating with People Outside the Organization (imp:2.96 lvl:2.70) — Communicating with people outside the organization, representing the organizatio Repairing and Maintaining Electronic Equipment (imp:2.93 lvl:2.53) — Servicing, repairing, calibrating, regulating, fine-tuning, or testing machines, Resolving Conflicts and Negotiating with Others (imp:2.90 lvl:3.14) — Handling complaints, settling disputes, and resolving grievances and conflicts, Analyzing Data or Information (imp:2.87 lvl:3.20) — Identifying the underlying principles, reasons, or facts of information by break Coaching and Developing Others (imp:2.86 lvl:3.24) — Identifying the developmental needs of others and coaching, mentoring, or otherw Thinking Creatively (imp:2.81 lvl:3.13) — Developing, designing, or creating new applications, ideas, relationships, syste Guiding, Directing, and Motivating Subordinates (imp:2.81 lvl:2.41) — Providing guidance and direction to subordinates, including setting performance Monitoring and Controlling Resources (imp:2.79 lvl:3.27) — Monitoring and controlling resources and overseeing the spending of money. Providing Consultation and Advice to Others (imp:2.60 lvl:2.86) — Providing guidance and expert advice to management or other groups on technical, Developing Objectives and Strategies (imp:2.56 lvl:2.53) — Establishing long-range objectives and specifying the strategies and actions to Repairing and Maintaining Mechanical Equipment (imp:2.39 lvl:2.41) — Servicing, repairing, adjusting, and testing machines, devices, moving parts, an Operating Vehicles, Mechanized Devices, or Equipment (imp:2.24 lvl:1.53) — Running, maneuvering, navigating, or driving vehicles or mechanized equipment, s Staffing Organizational Units (imp:2.14 lvl:1.44) — Recruiting, interviewing, selecting, hiring, and promoting employees in an organ Selling or Influencing Others (imp:1.98 lvl:1.52) — Convincing others to buy merchandise/goods or to otherwise change their minds or Drafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment (imp:1.95 lvl:1.81) — Providing documentation, detailed instructions, drawings, or specifications to t --- WORK STYLES --- Dependability (imp:7.00) — A tendency to be reliable, responsible, and consistent in meeting work-related o Attention to Detail (imp:6.00) — A tendency to be detail-oriented, organized, and thorough in completing work. Integrity (imp:5.00) — A tendency to be honest and ethical at work. Cautiousness (imp:4.00) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Cooperation (imp:3.00) — A tendency to be pleasant, helpful, and willing to assist others at work. Attention to Detail (imp:3.00) — A tendency to be detail-oriented, organized, and thorough in completing work. Cautiousness (imp:2.82) — A tendency to be careful, deliberate, and risk-avoidant when making work-related Dependability (imp:2.65) — A tendency to be reliable, responsible, and consistent in meeting work-related o Cooperation (imp:2.34) — A tendency to be pleasant, helpful, and willing to assist others at work. Integrity (imp:2.24) — A tendency to be honest and ethical at work. Self-Control (imp:2.06) — A tendency to remain calm and composed and to manage emotions effectively in res Stress Tolerance (imp:2.03) — A tendency to cope and function effectively in stressful situations at work. Self-Control (imp:2.00) — A tendency to remain calm and composed and to manage emotions effectively in res Intellectual Curiosity (imp:1.97) — A tendency to seek out and acquire new work-related knowledge and obtain a deep Sincerity (imp:1.84) — A tendency to be genuine and sincere in interactions with others at work, withou Achievement Orientation (imp:1.71) — A tendency to establish and maintain personally challenging work-related goals, Empathy (imp:1.65) — A tendency to show concern for others and be sensitive to others' needs and feel Perseverance (imp:1.64) — A tendency to exhibit determination and resolve to perform or complete tasks in Adaptability (imp:1.41) — A tendency to be open to and comfortable with change, new experiences, or ideas Self-Confidence (imp:1.41) — A tendency to believe in one's work-related capabilities and ability to control Social Orientation (imp:1.11) — A tendency to seek out, enjoy, and be energized by social interaction at work. Stress Tolerance (imp:1.00) — A tendency to cope and function effectively in stressful situations at work. Optimism (imp:0.93) — A tendency to exhibit a positive attitude and positive emotions at work, even un Initiative (imp:0.80) — A tendency to be proactive and take on extra responsibilities and tasks that may Humility (imp:0.67) — A tendency to be modest and humble when interacting with others at work. Innovation (imp:0.53) — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Leadership Orientation (imp:0.43) — A tendency to lead, take charge, offer opinions, and provide direction at work. Tolerance for Ambiguity (imp:0.27) — A tendency to be comfortable with ambiguity and uncertainty at work. Innovation () — A tendency to be inventive, to be imaginative, and to adopt new perspectives on Achievement Orientation () — A tendency to establish and maintain personally challenging work-related goals, Intellectual Curiosity () — A tendency to seek out and acquire new work-related knowledge and obtain a deep Tolerance for Ambiguity () — A tendency to be comfortable with ambiguity and uncertainty at work. Initiative () — A tendency to be proactive and take on extra responsibilities and tasks that may Adaptability () — A tendency to be open to and comfortable with change, new experiences, or ideas Self-Confidence () — A tendency to believe in one's work-related capabilities and ability to control Perseverance () — A tendency to exhibit determination and resolve to perform or complete tasks in Leadership Orientation () — A tendency to lead, take charge, offer opinions, and provide direction at work. Humility () — A tendency to be modest and humble when interacting with others at work. Sincerity () — A tendency to be genuine and sincere in interactions with others at work, withou Empathy () — A tendency to show concern for others and be sensitive to others' needs and feel Optimism () — A tendency to exhibit a positive attitude and positive emotions at work, even un Social Orientation () — A tendency to seek out, enjoy, and be energized by social interaction at work. --- TRANSFERABLE SKILLS --- Social Perceptiveness (imp:3.38 lvl:3.62) — Being aware of others' reactions and understanding why they react as they do. Coordination (imp:3.25 lvl:3.25) — Adjusting actions in relation to others' actions. Service Orientation (imp:3.25 lvl:3.25) — Actively looking for ways to help people. Judgment and Decision Making (imp:3.25 lvl:2.88) — Considering the relative costs and benefits of potential actions to choose the m Complex Problem Solving (imp:3.12 lvl:3.00) — Identifying complex problems and reviewing related information to develop and ev Operations Monitoring (imp:3.12 lvl:2.88) — Watching gauges, dials, or other indicators to make sure a machine is working pr Operation and Control (imp:3.00 lvl:2.75) — Controlling operations of equipment or systems. Time Management (imp:3.00 lvl:3.00) — Managing one's own time and the time of others. Instructing (imp:2.88 lvl:3.38) — Teaching others how to do something. Quality Control Analysis (imp:2.88 lvl:3.12) — Conducting tests and inspections of products, services, or processes to evaluate Persuasion (imp:2.75 lvl:2.75) — Persuading others to change their minds or behavior. Management of Personnel Resources (imp:2.62 lvl:2.75) — Motivating, developing, and directing people as they work, identifying the best Negotiation (imp:2.38 lvl:2.38) — Bringing others together and trying to reconcile differences. Equipment Maintenance (imp:2.38 lvl:2.12) — Performing routine maintenance on equipment and determining when and what kind o Troubleshooting (imp:2.38 lvl:2.25) — Determining causes of operating errors and deciding what to do about it. Systems Analysis (imp:2.38 lvl:2.50) — Determining how a system should work and how changes in conditions, operations, Systems Evaluation (imp:2.38 lvl:2.25) — Identifying measures or indicators of system performance and the actions needed Equipment Selection (imp:2.25 lvl:1.88) — Determining the kind of tools and equipment needed to do a job. Repairing (imp:2.12 lvl:2.00) — Repairing machines or systems using the needed tools. Management of Material Resources (imp:2.00 lvl:1.38) — Obtaining and seeing to the appropriate use of equipment, facilities, and materi Operations Analysis (imp:1.75 lvl:1.12) — Analyzing needs and product requirements to create a design. Technology Design (imp:1.75 lvl:0.75) — Generating or adapting equipment and technology to serve user needs. Management of Financial Resources (imp:1.75 lvl:1.00) — Determining how money will be spent to get the work done, and accounting for the Programming (imp:1.62 lvl:0.88) — Writing computer programs for various purposes. Installation (imp:1.00) — Installing equipment, machines, wiring, or programs to meet specifications.
--- NATIONAL WAGES --- total_employment : 17,080 annual_median : $101,370 annual_pct10 : $78,080 annual_pct25 : $86,720 annual_pct75 : $117,120 annual_pct90 : $134,500 annual_mean : $105,160 hourly_median : $48.74 --- GEOGRAPHIC DISPERSION --- highest_state : California ($162,380) lowest_state : Puerto Rico ($52,930) dispersion_ratio : 3.068x --- TOP STATES BY WAGE (50 total) --- Health Care and Social Assistance emp: 16,440 median: $ 101,710 Educational Services emp: 110 median: $ 114,070 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 90 median: $ 87,760 Administrative and Support and Waste Management and Remediation Services emp: 80 median: $ 103,580 Professional, Scientific, and Technical Services emp: 70 median: $ 109,200 --- TOP INDUSTRIES BY EMPLOYMENT (5 total) --- Health Care and Social Assistance emp: 16,440 median: $ 101,710 Educational Services emp: 110 median: $ 114,070 Federal, State, and Local Government, excluding State and Local Government Schools and Hospitals and the U.S. Postal Service (OEWS Designation) emp: 90 median: $ 87,760 Administrative and Support and Waste Management and Remediation Services emp: 80 median: $ 103,580 Professional, Scientific, and Technical Services emp: 70 median: $ 109,200
exact_match_status : found matched_title : Nuclear medicine physician match_score : 0.6786 wikidata_qid : Q2079079 word_count : 1,299 wikipedia_url : https://en.wikipedia.org/wiki/Nuclear_medicine_physician license : CC BY-SA 4.0 fetched_at : 2026-06-02T21:45:12.923536Z --- WIKIPEDIA FULL TEXT --- A nuclear medicine physician, also known as a nuclear radiologist or simply nucleologist, is a medical specialist that uses tracers, usually radiopharmaceuticals, for diagnosis and therapy. Nuclear medicine procedures are the major clinical applications of molecular imaging and molecular therapy. In the United States, nuclear medicine physicians are certified by the American Board of Nuclear Medicine and the American Osteopathic Board of Nuclear Medicine. == History == In 1896, Henri Becquerel discovered radioactivity. It was only a little over a quarter of a century (1925) until the first radioactive tracer study in animals was performed by George de Hevesy, and the next year (1926) the first diagnostic tracer study in humans was performed by Herman Blumgart and Otto Yens. Some of the earliest applications of radioisotopes were therapy of hematologic malignancies and therapy of both benign and malignant thyroid disease. In the 1950s radioimmunoassay was developed by Solomon Berson and Rosalyn Yalow. Dr. Yalow was co-winner of the 1977 Nobel Prize in Physiology or Medicine (Dr. Berson had already died so was not eligible). Radioimmunoassay was used extensively in clinical medicine but more recently has been largely replaced by non-radioactive methods. In 1950, human imaging of both gamma and positron emitting radioisotopes was performed. Benedict Cassen's work with a directional probe lead to the development of the first imaging with a rectilinear scanner. Gordon Brownell developed the first positron scanner. In the same decade (1954) the Society of Nuclear Medicine (SNM) was organized in Spokane, Washington (US), and (1958) Hal Anger developed the gamma scintillation camera, which could image a whole region at the same time. Initial introduction of radioisotopes into medicine required individuals to acquire of a considerable background information which was foreign to their medical training. Often a particular application drove the introduction of radioisotopes into a health care facility. As other applications developed the physician or group that had developed knowledge of and experience with radioisotopes usually provided the new service. Consequently, the radioisotope service found homes in several established specialties – commonly in radiology due to an interest in imaging, in pathology (clinical pathology) due to an interest in radioimmunoassay, and in endocrinology due to the early application of 131I to thyroid disease. Nuclear medicine became widespread and there was a need to develop a new specialty. In the United States, the American Board of Nuclear Medicine was formed in 1972. At that time, the specialty include all of the uses of radioisotopes in medicine – radioimmunoassay, diagnostic imaging, and therapy. As use of and experience with radioisotopes became more widespread in medicine, radioimmunoassay generally transferred from nuclear medicine to clinical pathology. Today, nuclear medicine is based on the use of the tracer principle applied to diagnostic imaging and therapy. == Practice == === Procedures === Some of the most common clinical nuclear medicine procedures are: glucose metabolic imaging with F-fluorodeoxyglucose (FDG) for cancer, myocardial perfusion imaging for coronary artery disease, and skeletal imaging for both benign and malignant bone disease. Other non clinical, common procedures they perform include: brain perfusion and glucose metabolic imaging for seizure and dementia, blood pool imaging for myocardial function and gastrointestinal bleeding, gastric emptying studies for gastroparesis, hepatobiliary imaging for acute cholecystitis and gallbladder dysfunction, lymphoscintigraphy for sentinel lymph node biopsy, parathyroid imaging for hyperparathyroidism, pulmonary perfusion and ventilation imaging for pulmonary embolism, renal function imaging for various renal disorders, thyroid imaging for hyperthyroidism, thyroid whole body imaging for thyroid cancer, urinary tract imaging for vesicoureteral reflux, and white blood cell studies for infection. Less commonly performed procedures include: octreotide (pentetreotide) or NETSPOT (gallium 68) imaging for somatostatin receptors found on the surface of many tumors, meta-iodobenzylguanidine (MIBG) imaging for neuroendocrine tumors, heat-damaged red blood cell imaging for identifying ectopic splenic tissue, and gastric mucosa imaging for Meckel's diverticulum (especially in pediatric medicine). Radionuclide therapeutic procedures include things such as: treatment of hyperthyroidism, treatment of thyroid cancer, radioimmunotherapy with Y ibritumomab tiuxetan (Zevalin) & tositumomab (Bexxar) therapy of low-grade non-Hodgkin's lymphoma, and Re (Rhenium) as Rhenium-SCT for treatment of Non-Melanoma Skin Cancer (basal cell carcinoma or squamous cell carcinoma). === Instrumentation === Planar imaging Most radionuclides give off gamma-rays when they decay. A 2-dimensional image of the radionuclide distribution can be made with a gamma camera, often called an Anger scintillation camera after its inventor, Hal Anger. Single photon emission computed tomography (SPECT) Multiple planar images taken from different angles around a patient can be reconstructed to form a stack of cross-sectional, tomographic images. Positron emission tomography (PET) Some isotopes emit positrons (the anti-matter equivalent of an electron) when they decay. The positrons travel a short distance in tissue and then annihilate with an electron giving off two nearly back-to-back gamma rays. Positron emission tomography takes advantage of these back-to-back gamma rays to localize the distribution of the radioisotopes. Combined molecular and anatomic imaging: SPECT/CT, PET/CT, and PET/MRI The advantage of nuclear medicine is that it provides molecular and physiologic information, but it is relatively poor at providing anatomic information and the resolution is relatively poor. In recent years, instruments have been developed which allow both radioisotope and anatomic imaging. Most widespread are PET/CT scanners combining PET and computed tomography. Increasingly common are SPECT/CT scanners. Instruments combining PET with magnetic resonance, PET/MRI, are starting to be used. Non-imaging instrumentation Non-imaging instruments are used for measuring radioisotope doses, for counting samples, for measuring thyroid uptake of radioiodine, for measuring sentinel lymph node uptake during mastectomy procedures to and for radiation safety. == Training == In the United States, the Accreditation Council for Graduate Medical Education (ACGME) and the American Osteopathic Association Bureau of Osteopathic Specialists (AOABOS) accredit nuclear medicine residency programs, and the American Board of Nuclear Medicine (ABNM) and the American Osteopathic Board of Nuclear Medicine (AOBNM) certify nuclear medicine physicians. After completing medical school, a post-graduate clinical year is followed by three years of nuclear medicine residency. A common alternate path for physicians who have completed a radiology residency is a one-year residency in nuclear medicine, leading to sub-specialty certification by the American Board of Radiology. A less common path for physicians who have completed another residency is a two-year residency in nuclear medicine. Additionally, as is commonly required in medicine, continuing education is also a requirement to stay updated with research and new methods often requiring additional assessment such as that found at the IAEA. == Other professionals == Nuclear medicine procedures are performed by Nuclear Medicine Radiographers, who require extensive training both in underlying principles (physics, instrumentation) but also in the clinical applications. Nursing support, especially in the hospital setting, is valuable, but may be shared with other services. Nuclear medicine is a technology embedded specialty depending upon a large number of non-physician pr --- SEMANTIC NEIGHBORS (5) --- Title: Radiographer (similarity: 0.2381) URL: https://en.wikipedia.org/wiki/Radiographer QID: Q2294052 Extract: Radiographers are healthcare professionals who perform medical imaging and radiation therapy. Medical imaging is used for the diagnosis of pathology, while radiation therapy is used for treatment. Title: American Society of Radiologic Technologists (similarity: 0.5405) URL: https://en.wikipedia.org/wiki/American_Society_of_Radiologic_Technologists QID: Q4745110 Extract: The American Society of Radiologic Technologists (ASRT) is a professional membership association that serves medical imaging technologists, radiation therapists, and radiologic science students. The organization, located in Albuquerque, New Mexico provides its members with ongoing education and prof Title: Health technology (similarity: 0.5106) URL: https://en.wikipedia.org/wiki/Health_technology QID: Q1519843 Extract: Health technology is defined by the World Health Organization as the "application of organized knowledge and skills in the form of devices, medicines, vaccines, procedures, and systems developed to solve a health problem and improve quality of lives". This includes pharmaceuticals, devices, procedur Title: Cardiac stress test (similarity: 0.4898) URL: https://en.wikipedia.org/wiki/Cardiac_stress_test QID: Q1350700 Extract: A cardiac stress test is a cardiological examination that evaluates the cardiovascular system's response to external stress within a controlled clinical setting. This stress response can be induced through physical exercise or intravenous pharmacological stimulation of heart rate. Title: Gated SPECT (similarity: 0.3415) URL: https://en.wikipedia.org/wiki/Gated_SPECT QID: Q5527046 Extract: Gated SPECT is a nuclear medicine imaging technique, typically for the heart in myocardial perfusion imagery. An electrocardiogram (ECG) guides the image acquisition, and the resulting set of single-photon emission computed tomography (SPECT) images shows the heart as it contracts over the interval
model_pass1 : claude-sonnet-4-20250514
model_pass2 : claude-haiku-4-5-20251001
inference_confidence : high
confidence_notes : High confidence based on comprehensive O*NET data including detailed task descriptions, robust skill and knowledge profiles, and clear wage/employment statistics from BLS OEWS May 2025.
inferred_at : 2026-06-03T19:38:28.684971+00:00
tokens_input : 4,776
tokens_output : 4,383
cost_usd : $0.048210
wikipedia_used : False
wikipedia_title : Nuclear medicine physician
wikipedia_note : The Wikipedia match refers to nuclear medicine physicians who are medical doctors specializing in nuclear medicine, distinct from nuclear medicine technologists who are healthcare technicians working under physician supervision.
--- PROSE FIELDS ---
ROLE SUMMARY:
Nuclear Medicine Technologists prepare and administer radioactive isotopes for diagnostic imaging and therapeutic procedures, operating specialized radioisotope equipment to detect and map radiopharmaceuticals in patients' bodies. They work directly with patients while following strict radiation safety protocols, producing computer-generated images for physician interpretation and maintaining precise documentation of procedures. These healthcare professionals combine technical expertise in radiation physics with patient care responsibilities in hospital and clinic settings.
DAY IN THE LIFE:
A typical day involves preparing radioactive materials and calculating precise doses for patient procedures, administering radiopharmaceuticals intravenously, and operating cameras and scanning equipment to detect radioactive tracers in the body. They position patients for imaging procedures, monitor equipment during scans to produce high-quality diagnostic images, and perform quality control checks on laboratory equipment and cameras. Throughout the day, they maintain detailed records of procedures, process cardiac function studies using computers, and safely dispose of radioactive materials following strict radiation safety protocols. Patient interaction is constant, requiring clear communication about procedures and ensuring patient comfort during imaging sessions.
WHO THRIVES:
Successful Nuclear Medicine Technologists demonstrate exceptional attention to detail and dependability, as their work involves precise measurements of radioactive materials and strict adherence to safety protocols. They possess strong scientific aptitude, particularly in physics, chemistry, and biology, combined with excellent patient care skills and the ability to explain complex procedures clearly. The role attracts individuals who are methodical and cautious by nature, comfortable working with technology and computers, and capable of maintaining accuracy under pressure. Those who excel typically have strong problem-solving abilities, can work independently while following detailed protocols, and genuinely enjoy helping patients through what can be anxiety-provoking medical procedures.
CAREER ENTRY:
Entry typically requires completion of an associate degree program in nuclear medicine technology, which includes coursework in radiation physics, anatomy, patient care, and hands-on training with radioisotope equipment. Many programs also require prerequisite courses in mathematics, chemistry, physics, and biology. Certification through the Nuclear Medicine Technology Certification Board (NMTCB) or the American Registry of Radiologic Technologists (ARRT) is usually required by employers, along with state licensure in some jurisdictions.
CAREER TRAJECTORY:
Experienced technologists can advance to supervisory roles, specializing in specific imaging modalities like PET-CT or cardiac nuclear medicine, or transition into roles such as radiation safety officers. Some pursue additional education to become nuclear medicine physicians, medical dosimetrists, or move into equipment sales and application specialist positions with medical device manufacturers. Leadership paths include chief technologist positions, department management, or clinical instruction roles in educational programs.
MARKET INTELLIGENCE:
Nuclear Medicine Technologists earn a median annual wage of $101,370 according to BLS OEWS May 2025, with the 10th to 90th percentile range spanning $78,080 to $134,500. Employment totals 17,080 nationally with significant geographic wage variation, from $52,930 in Puerto Rico to $162,380 in California, representing a 3.07x ratio. The vast majority work in Health Care and Social Assistance (16,440 employed), with smaller numbers in Educational Services (110) and government settings (90). Job growth is expected to be strong due to an aging population requiring more diagnostic imaging procedures and the expanding use of nuclear medicine in cancer treatment and cardiac care.
AUTOMATION OUTLOOK:
Nuclear medicine technology has moderate automation risk, as the role requires significant human judgment in patient positioning, dose calculations, and safety monitoring that cannot be easily automated. While imaging equipment becomes increasingly sophisticated with automated features, the critical thinking required for protocol selection, patient interaction, and quality assurance evaluation remains firmly in human domain. The emphasis on patient care, radiation safety oversight, and complex problem-solving provides substantial protection against full automation.
--- REASONED EDGES ---
[skill_overlap] Radiologic Technologists and Technicians (29-2034.00) — confidence:high
reasoning: Both roles share high importance in working with computers, documenting information, and operating diagnostic imaging equipment with similar RIASEC profiles emphasizing Realistic and Investigative traits.
data: Working with Computers (imp:4.5)
data: Documenting/Recording Information (imp:4.3)
data: RIASEC R:5.99, I:5.57
[task_similarity] Cardiovascular Technologists and Technicians (29-2031.00) — confidence:high
reasoning: Nuclear medicine technologists perform cardiac function studies using computers, directly overlapping with cardiovascular technologists' specialized cardiac imaging work.
data: Process cardiac function studies, using computer
data: Customer and Personal Service (imp:4.7)
[knowledge_overlap] Radiation Therapists (29-1124.00) — confidence:high
reasoning: Both occupations require extensive knowledge of Physics (imp:3.9) and work with radioactive materials, though radiation therapists focus on treatment while nuclear medicine technologists emphasize diagnosis.
data: Physics (imp:3.9, lvl:3.9)
data: Administer radiopharmaceuticals or radiation
[transferable_skill] Medical and Clinical Laboratory Technologists (29-2011.00) — confidence:medium
reasoning: Both roles require critical thinking, attention to detail, and laboratory equipment maintenance skills, with similar emphasis on quality control and precise documentation.
data: Critical Thinking (imp:3.9)
data: Perform quality control checks on laboratory equipment
data: Attention to Detail (imp:6.0)
[riasec_cluster] Diagnostic Medical Sonographers (29-2032.00) — confidence:medium
reasoning: Both occupations share similar RIASEC profiles with high Realistic and Investigative scores, indicating common interests in technical medical imaging work.
data: RIASEC R:5.99, I:5.57
data: Produce computer-generated or film image for interpretation
--- NORMALIZER SIGNALS ---
match_keywords : ['nuclear medicine technologist', 'radioisotope technician', 'nuclear medicine technician', 'nuclear technologist', 'PET technologist', 'isotope technologist', 'radioisotope technologist', 'nuclear cardiology technologist']
exclude_keywords : ['nuclear medicine physician', 'nuclear radiologist', 'nucleologist', 'radiation oncologist', 'medical physicist']
title_patterns : ['Nuclear Medicine.*Technologist', '.*Nuclear.*Technician', 'PET.*Technologist', 'Isotope.*Technician', 'Radioisotope.*Tech']
common_variations: ['NMT', 'CNMT', 'Nuclear Med Tech', 'Nuc Med Tech', 'Nuclear Medicine Tech', 'PET-CT Technologist', 'Nuclear Imaging Technologist', 'Radiation Safety Technologist']
total_terms : 40 top_words : ['medicine', 'nuclear', 'tendency', 'imaging', 'equipment', 'others', 'procedures', 'medical', 'radiation', 'patient', 'principles', 'materials', 'therapy', 'patients', 'control', 'includes', 'objects', 'treatment', 'activities', 'body'] source_layers : onet_tasks | onet_dimensions | dwas | wikipedia | inference TERM COUNT FREQ DOMINANT SOURCE SOURCE BREAKDOWN ────────────────────────────────────────────────────────────────────────────────────────── medicine 58 0.01616 wikipedia wikipedia:72% inference:21% onet_tasks:5% nuclear 51 0.01421 wikipedia wikipedia:71% inference:24% onet_tasks:6% tendency 42 0.01170 onet_dimensions onet_dimensions:100% imaging 42 0.01170 wikipedia wikipedia:79% inference:14% dwas:7% equipment 39 0.01086 onet_dimensions onet_dimensions:59% inference:18% dwas:13% others 38 0.01059 onet_dimensions onet_dimensions:100% procedures 37 0.01031 wikipedia wikipedia:27% inference:24% onet_dimensions:22% medical 31 0.00864 dwas dwas:52% wikipedia:29% inference:13% radiation 18 0.00501 onet_tasks onet_tasks:33% wikipedia:33% inference:33% patient 17 0.00473 inference inference:53% dwas:24% onet_tasks:18% principles 17 0.00473 onet_dimensions onet_dimensions:94% wikipedia:6% materials 15 0.00418 onet_dimensions onet_dimensions:67% inference:20% onet_tasks:7% therapy 15 0.00418 wikipedia wikipedia:87% onet_tasks:7% onet_dimensions:7% patients 14 0.00390 onet_tasks onet_tasks:36% inference:29% dwas:21% control 14 0.00390 onet_dimensions onet_dimensions:86% onet_tasks:7% inference:7% includes 14 0.00390 onet_dimensions onet_dimensions:86% wikipedia:7% inference:7% objects 13 0.00362 onet_dimensions onet_dimensions:92% wikipedia:8% treatment 12 0.00334 wikipedia wikipedia:33% onet_tasks:25% onet_dimensions:25% activities 12 0.00334 onet_dimensions onet_dimensions:75% dwas:25% body 12 0.00334 onet_dimensions onet_dimensions:83% wikipedia:8% inference:8% american 12 0.00334 wikipedia wikipedia:92% inference:8% computer 11 0.00306 onet_tasks onet_tasks:45% onet_dimensions:27% dwas:9% quality 11 0.00306 onet_dimensions onet_dimensions:55% inference:27% onet_tasks:9% safety 11 0.00306 inference inference:55% onet_tasks:27% onet_dimensions:9% human 11 0.00306 onet_dimensions onet_dimensions:64% wikipedia:18% inference:18% care 11 0.00306 inference inference:55% onet_dimensions:18% wikipedia:18% ideas 11 0.00306 onet_dimensions onet_dimensions:100% problem 10 0.00279 onet_dimensions onet_dimensions:70% inference:20% wikipedia:10% techniques 10 0.00279 onet_dimensions onet_dimensions:100% technology 10 0.00279 onet_dimensions onet_dimensions:40% inference:40% wikipedia:20% clinical 10 0.00279 wikipedia wikipedia:90% inference:10% board 10 0.00279 wikipedia wikipedia:90% inference:10% images 9 0.00251 dwas dwas:33% wikipedia:33% inference:22% radioactive 9 0.00251 inference inference:56% onet_tasks:22% wikipedia:22% technologists 9 0.00251 inference inference:67% wikipedia:22% onet_tasks:11% standards 9 0.00251 onet_dimensions onet_dimensions:89% onet_tasks:11% diagnostic 9 0.00251 wikipedia wikipedia:44% inference:33% onet_tasks:11% problems 9 0.00251 onet_dimensions onet_dimensions:100% monitoring 9 0.00251 onet_dimensions onet_dimensions:89% inference:11% services 9 0.00251 onet_dimensions onet_dimensions:67% wikipedia:22% inference:11%