Table 1 Fivefold cross-validation results: impact of treatments and CT images.

From: iCOVID: interpretable deep learning framework for early recovery-time prediction of COVID-19 patients

  

iCOVID

 

iCOVID w/o treatments

 

iCOVID w/o CT images

 

Subsets

Patients

TD-CI (%)

MADE (days)

TD-CI (%)

MADE (days)

TD-CI (%)

MADE (days)

Cohort_1

394

76.8 (74.0–79.4)

4.2 (3.9–4.4)

70.8 (66.9–74.5)

5.8 (5.3–6.3)

77.2 (74.4–80.0)

4.5 (4.1–4.9)

Cohort_2

394

78.1 (75.5–80.5)

4.1 (3.7–4.3)

69.8 (66.6–74.1)

6.1 (5.6–6.4)

77.0 (74.4–79.6)

4.3 (3.9–4.7)

Cohort_3

394

75.3 (72.3–79.0)

4.8 (4.5–5.2)

69.2 (66.0–72.8)

5.9 (5.5–6.4)

74.4 (71.5–77.3)

5.0 (4.7–5.3)

Cohort_4

394

76.0 (73.2–79.1)

4.3 (4.0–4.6)

70.4 (66.3–74.2)

6.2 (5.7–6.6)

76.8 (73.9–79.4)

4.3 (4.0–4.7)

Cohort_5

393

73.5 (70.3–76.6)

4.7 (4.3–5.0)

67.4 (63.3–73.3)

5.8 (5.4–6.1)

72.0 (67.9–74.9)

5.2 (4.8–5.6)

Overall

1969

74.9 (73.6–76.3)

4.4 (4.2–4.6)

69.1 (67.7–70.5)

6.0 (5.7–6.2)

74.6 (72.8–76.1)

4.7 (4.5–4.8)

  1. w/o without; the best performance in each row is shown in bold; (-) is the 95% confidence interval.
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