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NCT04156880 | Artificial Intelligence in Mammography-Based Breast Cancer Screening | Withdrawn | No Results Available | •Breast Cancer | •Other: mammography | Phase: Not Applicable |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 |