Table 1 Basic clinical data of the patient cohort.

From: Machine learning algorithms for prediction of cerebrospinal fluid leakage after posterior surgery for thoracic ossification of the ligamentum flavum

Variable names and abbreviations

Type

Mean standard deviation or frequency

Age

Continuous (years)

52.5 (9.5)

Sex

Binary (Female/Male)

161 (50.6)/157 (49.4)

BMI

Continuous (kg/m2)

24.5 (2.9)

Duration of symptoms

Continuous (months)

5.7 (4.5)

Smoking history (SH)

Binary (Yes/No)

129 (40.6)

Drinking history (DH)

Binary (Yes/No)

106 (33.3)

Diabetes

Binary (Yes/No)

55 (17.3)

Hypertension

Binary (Yes/No)

104 (32.7)

Radiographic parameters

 Mono-segment (MoS)

Binary (Yes/No)

89 (28.0)

 Multi-segment (≥ 2) (MuS)

Binary (Yes/No)

229 (72.0)

 Dural ossification (DO)

Binary (Yes/No)

91 (28.6)

Indicators of spinal canal encroachment

 The residual rate of spinal canal area (RrSCA)

Continuous (%)

56.0 (15.9)

 The residual rate of diameter of the canal of on The midline (RrDCM)

Continuous (%)

60.5 (15.3)

 The residual rate of transverse and anteroposterior diameter (RrTAD)

Continuous (%)

52.8 (8.0)

 The residual rate of paramedian diameter (RrPD)

Continuous (%)

46.8 (9.6)

 The residual rate of the sagittal diameter (RrSD)

Continuous (%)

43.8 (10)

Sato classification of OLF

 Lateral type (LaT)

Binary (Yes/No)

38 (11.9)

 Extended type (ExT)

Binary (Yes/No)

54 (17.0)

 Enlarged type (EnT)

Binary (Yes/No)

59 (18.6)

 Fused type (FuT)

Binary (Yes/No)

68 (21.4)

 Tuberous type (TuT)

Binary (Yes/No)

99 (31.1)

Surgical procedure

Decompression instrument

 Conventional bone chisels

Binary (Yes/No)

121 (38.1)

 High speed drill

Binary (Yes/No)

102 (32.1)

 Piezosurgery

Binary (Yes/No)

95 (29.8)

 Intraoperative blood loss, IBL

Continuous (mL)

517.5 (220.0)

 Operation time, OT

Continuous (mins)

222.8 (61.7)

  1. BMI: body mass index; OLF: Ossification of the Ligamentum Flavum.
  2. Continuous variables are presented as mean ± standard deviation, while categorical variables are represented by their frequency and proportion (in percentage) within the patient cohort.