Table 2 Summary of evaluation dataset for drug label classifier

From: Detecting clinical medication errors with AI enabled wearable cameras

Drug

Operating room

Controlled environment

 

Syringes

Vials

Syringes

Vials

 

(n = 303)

(n = 175)

(n = 323)

(n = 328)

Amiodarone

0

0

0

3

Cefazolin

4

1

0

0

Cisatracurium

0

0

1

0

Dexamethasone

31

15

28

25

Etomidate

0

0

2

12

Fentanyl

52

34

33

21

Glycopyrrolate

3

4

3

15

Hydromorphone

8

1

40

20

Ketamine

2

1

2

0

Ketorolac

0

0

22

26

Lidocaine

44

22

33

44

Magnesium sulfate

0

0

0

2

Metoprolol tartrate

0

0

0

1

Midazolam

20

13

33

24

Neostigmine

0

0

30

22

Ondansetron

34

26

29

36

Phenylephrine

11

0

0

0

Propofol

58

34

27

18

Rocuronium

26

17

23

33

Sugammadex

7

6

11

22

Vasopressin

3

1

1

4

Vecuronium

0

0

6

0

  1. Number of drug preparation video events captured in the operating rooms at two clinical sites and a controlled environment.