Table 5 CBIS-DDSM resource https://www.kaggle.com/datasets/awsaf49/cbis-ddsm-breast-cancer-image-dataset.

From: Integrative hybrid deep learning for enhanced breast cancer diagnosis: leveraging the Wisconsin Breast Cancer Database and the CBIS-DDSM dataset

Patient_id

Breast density

Left or right breast

Image view

Abnormality id

Aabnormality type

Calc type

Calc distribution

Assessment

Pathology

Subtlety

P_00038

2

Left

CC

1

Calcification

PUNCTATE-PLEOMORPHIC

CLUSTERED

4

BENIGN

2

P_00038

2

Left

MLO

1

Calcification

PUNCTATE-PLEOMORPHIC

CLUSTERED

4

BENIGN

2

P_00038

2

Right

CC

1

Calcification

VASCULAR

N/A

2

BENIGN_WITHOUT_CALLBACK

5

P_00038

2

Right

CC

2

Calcification

VASCULAR

N/A

2

BENIGN_WITHOUT_CALLBACK

5

P_00038

2

Right

MLO

1

Calcification

VASCULAR

N/A

2

BENIGN_WITHOUT_CALLBACK

5

P_00038

2

Right

MLO

2

Calcification

VASCULAR

N/A

2

BENIGN_WITHOUT_CALLBACK

5

P_00041

1

Left

CC

2

Calcification

LUCENT_CENTER

N/A

2

BENIGN_WITHOUT_CALLBACK

5

P_00041

1

Left

MLO

2

Calcification

LUCENT_CENTER

N/A

2

BENIGN_WITHOUT_CALLBACK

5

P_00077

2

Left

CC

1

Calcification

ROUND_AND_REGULAR

N/A

2

BENIGN_WITHOUT_CALLBACK

3

P_00077

2

Left

MLO

1

Calcification

ROUND_AND_REGULAR

N/A

2

BENIGN_WITHOUT_CALLBACK

3

P_00077

2

Right

CC

1

Calcification

PUNCTATE

N/A

2

BENIGN_WITHOUT_CALLBACK

3

P_00077

2

Right

CC

2

Calcification

EGGSHELL

N/A

2

BENIGN_WITHOUT_CALLBACK

4

P_00077

2

Right

MLO

1

Calcification

EGGSHELL

N/A

2

BENIGN_WITHOUT_CALLBACK

4

Back to article page