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Table 2 Complication characteristics

From: Comparable performance of machine learning algorithms in predicting readmission and complications following total joint arthroplasty with external validation

Complication

  

Acute Myocardial Infarction, N (%)

 No

247,577

(99.88)

 Yes

298

(0.12)

Pneumonia, N (%)

 No

246,910

(99.61)

 Yes

965

(0.39)

Sepsis/septicemia/shock, N (%)

 No

247,405

(99.81)

 Yes

470

(0.19)

Surgical Site Bleeding, N (%)

 No

247,765

(99.96)

 Yes

110

(0.04)

Pulmonary Embolism, N (%)

 No

246,475

(99.44)

 Yes

1,400

(0.56)

Mechanical Complication, N (%)

 No

246,667

(99.51)

 Yes

1,208

(0.49)

Periprosthetic Joint Infection/Wound Infection, N (%)

 No

247,453

(99.83)

 Yes

422

(0.17)