Table 1 Baseline clinical features employed for machine learning.

From: Machine learning using clinical data at baseline predicts the medium-term efficacy of ustekinumab in patients with ulcerative colitis

Background

Treatment history for UC

Concomitant treatment for UC

Clinical activity of UC

Endoscopic activity of UC

Complete blood count

Blood chemistry

Sex (M/F)

5-ASA

5-ASA

Lichtiger index

MES

Red blood cells (× 104/μL)

BUN (mg/dL)

Age (years old)

Azathioprine

Azathioprine

Partial Mayo score

 

Hemoglobin (g/dL)

Creatinine (mg/dL)

Height (cm)

Prednisolone

Prednisolone

  

Hematocrit (%)

eGFR (mL/min)

Body weight (kg)

Anti-TNFα agent

   

MCV (fL)

Total bilirubin (mg/dL)

Body mass index

Tofacitinib

   

MCH (pg)

AST (IU/L)

UC disease duration (years)

Tacrolimus

   

MCHC (g/dL)

ALT (IU/L)

UC disease type

CAP

   

White blood cells (× 103/μL)

GGT (IU/L)

     

Neutrophils (%)

Total protein (g/dL)

     

Eosinophils (%)

Albumin (g/dL)

     

Basophils (%)

Globulin (g/dL)

     

Monocytes (%)

CRP (mg/dL)

     

Lymphocytes (%)

 
     

Platelets (× 104/μL)

 
  1. 5-ASA 5-aminosalicylic acid, TNF tumor necrosis factor, CAP cytapheresis, UCEIS ulcerative colitis endoscopic index of severity, MCV mean corpuscular volume, MCH mean corpuscular hemoglobin, MCHC mean corpuscular hemoglobin concentration, BUN blood urea nitrogen, eGFR estimated glomerular filtration rate, AST aspartate aminotransferase, ALT alanine aminotransferase, GGT gamma-glutamyltranspeptidase, CRP C-reactive protein.
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