Table 2.
Clinical trials of deep learning in breast cancer diagnosis, treatment, and prognosis
| NCT Number | Title | Status | Study Results | Conditions | Interventions | Characteristics |
|---|---|---|---|---|---|---|
| NCT06016790 | Exploring a Breast Cancer Early Screening Model Based on cfDNA | Recruiting | No Results Available |
•Breast Cancer •Breast Fibroadenoma |
•Genetic: cfDNA sequencing |
Phase: Not Applicable |
| NCT05443672 | Multi-center Study of Deep Learning AI in Breast Mass | Unknown status | No Results Available | •Breast Neoplasms | •Device: Yizhun BUSMS |
Phase: Not Applicable |
| NCT05243121 | Artificial Intelligence Analysis for Magnetic Resonance Imaging in Screening and Diagnosis of Breast Cancer | Recruiting | No Results Available |
•Breast Neoplasms •Magnetic Resonance Imaging |
•Diagnostic Test: MRI |
Phase: Not Applicable |
| NCT05021055 | Multicentric Study for External Validation of a Deep Learning Model for Mammographic Breast Density Categorization | Unknown status | No Results Available | •Breast Cancer |
Phase: Not Applicable |
|
| NCT04996615 | Artificial Intelligence Analysis for Magnetic Resonance Imaging in Screening Breast Cancer in High-risk Women | Recruiting | No Results Available |
•Breast Cancer •Magnetic Resonance Imaging |
•Other: no intervention |
Phase: Not Applicable |
| NCT04270032 |
Using Deep Learning Methods to Analyze Automated Breast Ultrasound and Hand-held Ultrasound Images, to Establish a Diagnosis, Therapy Assessment and Prognosis Prediction Model of Breast Cancer. |
Recruiting | No Results Available | •Breast Cancer | •Diagnostic Test: ABUS and HHUS |
Phase: Not Applicable |
| NCT04156880 | Artificial Intelligence in Mammography-Based Breast Cancer Screening | Withdrawn | No Results Available | •Breast Cancer | •Other: mammography |
Phase: Not Applicable |
| NCT04003558 |
Deep Learning Algorithms for Prediction of Lymph Node Metastasis and Prognosis in Breast Cancer MRI Radiomics (RBC-01) |
Recruiting | No Results Available |
•Breast Neoplasm Female •Early-stage Breast Cancer •Radiomics •Axillary Lymph Node •Survival, Prosthesis |
•Other: No interventions |
Phase: Not Applicable |
| NCT03851497 |
Application of Deep-learning and Ultrasound Elastography in Opportunistic Screening of Breast Cancer |
Completed | No Results Available | •Breast Cancer |
Phase: Not Applicable |
|
| NCT03706534 | Breast Ultrasound Image Reviewed With Assistance of Deep Learning Algorithms | Unknown status | No Results Available |
•Breast Cancer •Breast Lesions •Breast Mass |
•Device: Ultrasound Image review with CADe •Device: Ultrasound Image review with CADx •Device: Ultrasound Image manual review •Procedure: Biopsy |
Phase: Not Applicable |