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Table 2 The frequency of the genomic associations with the kernel-level deep radiomic features (DRFs). Rows are each radiomic feature kernel. The first column is the kernel ID. The next three columns are the number of significant genomic features that are associated with the DRFs mapped in the given kernel. The last column is the accumulated number of significant genomic features that are associated with the DRFs within the given kernel. It should be noted that each kernel has 256 DRFs

From: Radiogenomic association of deep MR imaging features with genomic profiles and clinical characteristics in breast cancer

Kernel

Risk genes

Gene signatures

KEGG Pathways

Frequency

13

3251

227

7848

11,326

14

3374

208

7423

11,005

15

3039

190

6776

10,005

16

3093

178

6650

9921

12

2510

203

6853

9566

11

2176

194

5934

8304

10

2045

185

5307

7537

9

1964

183

4706

6853

8

1852

163

3988

6003

7

1358

118

2752

4228

6

725

85

1601

2411

5

577

75

1399

2051

1

654

59

1158

1871

4

496

67

961

1524

2

358

56

890

1304

3

384

52

793

1229