operational aspects Flashcards

1
Q

What is a ROC curve?

A

receiver operating characteristics curve shows either how different detectors respond compared to the same parameters, or how the same detector changes its detection ability in different environments when controlled for same detection confidence and fixed response time

closet to Y axis, the more real alarms are being seen
closer to the x axis, the more false alarms present

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2
Q

what is a detection assay?

A

a way of qualitatively assessing or quantitatively measuring the presence, amount, or functional activity of a target entity

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3
Q

Describe a sampling system

A

a system that autonomously or with human interaction through a series of agreed processes, can take a sample from an environment requiring testing, use one or more sensors to try to identify threats, then provide an response to an analyst.

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4
Q

What the characteristics of a biosensor ? 14 points

A

specificity
sensitivity
speed
cost
reliability
ease of manufacturing
size weight
power and consumables
ability to work in complex mixtures
low false positive rate
multianalyte detection
continuous/batch sensing
ease of operation
viability (live vs dead organisms)

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5
Q

What is meant by the response time

A

time taken from a sensor reaching the limit of detection to generating an alarm

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6
Q

provide a graphical representation of response time

A
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7
Q

What is LOD?

A

limit of detection or detection threshold - the minimum agent concentration required for a sensor to generate an alarm.

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8
Q

why is LOD important?

A

because it is the key trigger point for a system to enter an alert state

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9
Q

What is a spider chart used for?

A

demonstrating the results of 12 specifications of one or more sensors

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10
Q

what is a spider chart?

A

12 spoked wheel where each spoke is a measurable requirement for the sensor system. usually the further from the centre the better the system

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11
Q

12 specifications of a spider chart?

A

weight
power consumption
Unit cost
reliability (MTBF)
Operating costs
MTBM
false positive rate (low dose rate)
false positive rate (high dose rate)
response time
detection confidence
sensitivity
size

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12
Q

Explain deployment analysis?

A

assessment of 18 cardinal points to provide a final summary of how effective a system is, in ability to detect, but also maintain, continuously function and cost benefit

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13
Q

units for weight

A

Kg though dependant on system in vivo could be mg, platform could be tonnes

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14
Q

units for power consumption

A

watts

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15
Q

unit for unit cost

A

£ or currency of country using device. that said, $ cost does help as an internationally understood baseline for most costings

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16
Q

What is MTBF?

A

mean time between failures, or the average time between repairable failures of a technology product

17
Q

unit of MTBF

A

months, though could be context dependant to secs to years

18
Q

units for operating costs

A

£ per year

19
Q

What is MTBM

A

mean time between maintenance

20
Q

unit of MTBM

A

weeks, though could be system dependant

21
Q

unit of false positive rate

A

number per year, though could be context dependant, so covid with national screening policies could be rate per day

22
Q

response time unit

A

seconds

23
Q

unit of detection confidence

A

percentage calculated from confusion chart and ROC measurements

24
Q

unit for sensitivity

A

ACPLA - Agent Containing Particle per Litre of Air

25
Q

unit of size

A

m^3

26
Q

Is there such a thing as a one size fits all sensor?

A

no, and usually the opposite is true, should a sensor be described as a one size fits all, then it usually fails to meet the minimum requirements for any application.

27
Q

Define noise

A

is fluctuation in sensor responses due to factors that are independent of the measurement environment.

a signal to noise ration of more than 1 is important, though in some cases not necessary/ possible. in these cases more processing like conducting a Fourier transform on the data is required, but this does affect the fidelity of the output.

28
Q

define clutter

A

is the sensor response to all factors associated with the
measurement environment other than the agent.

29
Q

define signal

A

is the sensor’s response to the agent.

30
Q

18 cardinal points specifications for a bio sensor

A

specificity
selectivity
sensitivity
speed of response
stability
reproducability
repeatability
reliability
range
resolution
low false positive rate
multi analyte detection
continuous/batch sensing
ease of operation
viability
ease of manufacture
size weight power
cost

31
Q

5 S’s of cardinal points

A

specificity
selectivity
sensitivity
speed of response
stability

32
Q

4 R’s of cardinal points

A

Range
resolution
repeatability
reliability

33
Q

8 multi letters of cardinal points

A

low false positive rate
multi analyte detection
continuous/batch sensing
ease of operating
viability
ease of manufacturing
SWAP (size weight and power)
Cost

34
Q

Summary of cardinal points (13 points)

A

inital cost
operating cost
response time
limit of detection
power consumption
mission duration
consumables
maintenance
reliability
ruggedness/operationally hardened
form factor
environmental considerations