Breast Lesions, breast cancer
Conditions
Interventions
Gold Standard:Pathological results of breast biopsy or surgery.
Index test:Clinical models, radiomics models, deep learning models, and DL-CIR models constructed based on training set data.
Sponsors
Tongde Hospital of Zhejiang Province
Eligibility
Sex/Gender
Female
Age
18 Years to 90 Years
Inclusion criteria
Inclusion criteria: 1.Displayed as NME on breast DCE-MRI image; 2.If there is complete biopsy or surgical pathology data, and MRI results show disappearance or stability of the lesion during a 2-year follow-up without biopsy or surgical resection, it can be considered benign;
Exclusion criteria
Exclusion criteria: 1.Breast DCE-MRI image shows mass or punctate enhancement; 2.Prior to breast MRI examination, lesion biopsy and breast radiotherapy and chemotherapy were performed; 3.Poor quality of breast MRI images affects image analysis;
Design outcomes
Primary
| Measure | Time frame |
|---|---|
| Deep Learning Features;ROC curve;AUC value; | — |
Secondary
| Measure | Time frame |
|---|---|
| imaging features;radiomics features; | — |
Countries
China
Contacts
Public ContactGuoqun Mao
Tongde Hospital of Zhejiang Province
Outcome results
None listed