Skip to main content

Table 1 List of features

From: Cascaded discrimination of normal, abnormal, and confounder classes in histopathology: Gleason grading of prostate cancer

Feature type

Feature subtype

Features

Total

Architecture

Voronoi Diagram

Area, chord length, perimeter

12

 

Delaunay Triangulation

Area, perimeter

8

 

Minimum Spanning Tree

Branch Length

4

 

Nuclear Density

Nearest Neighbors, distance to neighbors

24

Texture

First-Order

Statistics, Sobel and Kirsch filters, Gradients

135

 

Co-occurrence

Autocorrelation, Contrast, Correlation, Cluster

189

  

Prominence, Cluster Shade, Dissimilarity,

 
  

Energy, Entropy, Homogeneity, Maximum

 
  

probability, Variance, Sum average, Sum

 
  

variance, Sum entropy, Difference variance,

 
  

Difference entropy, two information measures

 
  

of correlation, Inverse difference, Normalized

 
  

inverse difference, inverse difference moment

 
 

Steerable Filter

Frequency and Orientation Parameters

216

  1. List of the features used in this study, broken into architectural and texture features.