Lecture 5 Flashcards

1
Q

What are three techniques for quality improvement?

A
  • statistical process control
  • incident learning and root cause analysis
  • failure mode and affect analysis
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2
Q

What are quality measures?

A
  • quantitative description of how well you quality indicator achieved
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3
Q

What is a quality indicator?

A
  • most appropriate treatment for patient diagnosis
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4
Q

What is action limits?

A
  • degree results can vary before causing harm to patient
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5
Q

What are tolerance levels?

A
  • define the boundary within which the process is considered operating normally
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6
Q

What is failure mode and effect analysis

A
  • provides a rational means for identifying and prioritizing risk
  • identifying all the failure modes that can occur in all steps of a process
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7
Q

What are the three scroes assigned to each failure mode in FMEA?

A
  • severity
  • probability of occurence
  • probability that the failure would go undetected
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8
Q

What is incident learning?

A
  • identification of problems in the care delivery process and the subsequent investigation of those problems with the aim of uncovering and addressing causal factors and latent condititions for error
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9
Q

What is root cause analysis?

A
  • identify the underlying causes of system failure

- provides information needed to solve problems and address these failures

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10
Q

What are the key factors of RCA?

A
  • reactive process
  • takes place after the harm has been done
  • deal with actual failures
  • look backwards
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11
Q

What are the key factors of FMEA?

A
  • pro-active
  • aimed at predicting the adverse outcomes of various human and machine failures and system states
  • deal with hypothetic failures
  • look forward in time
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12
Q

What is statistical process control?

A
  • an analytical decision-making tool that employs statistics to measure and monitor a system process
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13
Q

What does SPC rely on?

A
  • control charts to track a data measure of interest such as pass rate of IMRT QA plans
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14
Q

What is artifical intelligence?

A
  • is the use of technology to mimic human behaviour/perform tasks like a human approaches
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15
Q

What is machine learning?

A
  • subset of AI which relies on statistical methods to enable technologies to learn without explicit programming
  • program learns from experiences
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16
Q

What is deep learning?

A
  • subset of ML
  • uses algorithms called artifical neural network to continually analyse data with a logic structure similar to how a human would draw conclusions
17
Q

What is artificial neural networks?

A
  • can learn to perform tasks without being programmed
18
Q

What is concolutional neural networks?

A
  • refers to a mathematical operation on 2 functions to produce a third function
19
Q

What are benefits of AI?

A
  • streamlining workflows
  • decision support tools
  • reducing potential human errors
  • increase efficency
20
Q

What are the limitations of AI?

A
  • lose skills and clinical judgements
  • ethical issues
  • automation bias