Table 3 Selected features and their categories for the short-axis and 4-chamber view of the patients.

From: Radiomics early assessment of post chemotherapy cardiotoxicity in cancer patients using 2D echocardiography imaging an interpretable machine learning study

Name view

Number features

Feature category

Phase

Short axis

1

Haralick

ED

2, 4, 5

Laws (1, 2, 3)

ED, ES, ES

3,11

Tamura (1, 2)

ED, ES

6,7,8,9

SFTA (1, 2, 3, 4)

ES

10

Frequency

ES

12

HOG

ES

13

LBP

ES

14

Wavelet

ES

4-chamber

1,2,6

Laws (1, 2, 3)

ED, ED, ES

3

Frequency

ED

4,7

LBP (1, 2)

ED, ES

5,10

Shape (1, 2)

ED, ES

8,9

Wavelet (1, 2)

ES

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