Table 3 Clinical examples of individuals and their predicted mortality over a 4-year period.

From: Deep learning model for the prediction of all-cause mortality among long term care people in China: a prospective cohort study

Variables

Patient 1

Patient 2

Patient 3

Patient 4

Age (years)

94

76

70

83

Sex

Female

Female

Female

Male

BMI (kg/m2)

< 18.5

> 24.5

> 24.5

18.5–24.5

Endpoint

Survive

Dead

Survive

Dead

Follow-up time (day)

1541

527

1597

596

Time of Disability (month)

15

6

418

69

Rehabilitation therapy

N

Y

N

N

Education level (junior high school or above)

Y

N

Y

N

Systole blood pressure (mmHg)

118

140

108

140

Heart rate (beat per minute)

80

80

86

70

Consciousness

Drowsiness

Lethargy

Conscious

Conscious

Fall out of bed

N

N

N

N

Pressure score

N

N

N

N

Hypertension

Y

Y

N

Y

Chronic obstructive pulmonary disease

N

N

N

N

Cerebral vascular disease

Y

Y

N

N

Cancers

N

N

N

N

Chronic kidney disease

N

N

N

N

Dementia

Y

N

N

Y

Psychiatric diseases

N

N

N

Y

Physical ability

 Bowel control

0

0

5

0

 Bladder control

0

0

5

0

 Toilet use

0

0

5

5

 Feeding

0

0

5

0

 Transferring

0

0

5

10

 Mobility on level surface

0

0

0

10

Cognitive ability score

2

4

4

3

Perceptual ability

 Vision

Moderate

Moderate

Mild

Robust

 Hearing

Mild

Mild

Robust

Mild

 Communication ability

Moderate

Severe

Robust

Severe

Survival rate at 1-year (%)

89

55

89

40

Survival rate at 2-year (%)

81

35

81

20

Survival rate at 3-year (%)

75

23

74

10

Survival rate at 4-year (%)

69

15

68

5

  1. Y yes, N no.