Breast Cancer Clinical Trial
Official title:
Evaluation of TaiHao Breast Ultrasound Diagnosis Software
Verified date | October 2022 |
Source | TaiHao Medical Inc. |
Contact | n/a |
Is FDA regulated | No |
Health authority | |
Study type | Interventional |
The BR-USCAD DS Module is a computer-assisted detection and diagnosis software based on a deep learning algorithm. This retrospective, fully-crossed, multi-reader, multi-case (MRMC) study aims to compare the performances of readers without and with the aid of the Breast Ultrasound Image Reviewed with Assistance of Computer-Assisted Detection and Diagnosis System (BR-USCAD DS) in interpreting breast ultrasound images of lesions.
Status | Completed |
Enrollment | 16 |
Est. completion date | November 1, 2020 |
Est. primary completion date | November 1, 2020 |
Accepts healthy volunteers | No |
Gender | Female |
Age group | 21 Years and older |
Eligibility | Inclusion Criteria: - B-mode breast ultrasound image - Female, age 21 or older - Breast lesion images acquired before a biopsy or surgery - these images were retrospectively collected with histology report. - Non-biopsied benign lesions with negative follow-up for a minimum of 24 months - At least two orthogonal views of a lesion Exclusion Criteria: - Breast lesion images acquired after biopsy or surgery. - Any breast surgeries or interventional procedures in the 12 months prior to ultrasound imaging - Case demonstrating administrative or technical errors - Multiple lesions in one 2-D ultrasound image - Breast ultrasound images with Doppler, elastography, or other overlays present - Case with less than 2-year follow-up and without biopsy confirmation |
Country | Name | City | State |
---|---|---|---|
United States | Arlington Innovation Center: Health Research - Virginia Tech | Arlington | Virginia |
Lead Sponsor | Collaborator |
---|---|
TaiHao Medical Inc. | Columbia University, Taipei Veterans General Hospital, Taiwan, Virginia Polytechnic Institute and State University |
United States,
Type | Measure | Description | Time frame | Safety issue |
---|---|---|---|---|
Primary | Comparing the Area Under the LROC Curve | The area under the LROC curve (AUC_LROC) on the diagnosis of benign and malignant lesions was computed and compared for Aim 1 (baseline) and Arm 2 (with BU-CAD assistance) studies. | 10 weeks | |
Secondary | The Reading Time Was Computed and Compared for Aim 1 (Baseline) and Arm 2 (With BU-CAD Assistance) Studies. | Each reader's reading time of a case was automatically recorded by the BU-CAD system.
the average reading times of 16 readers with and without outlier reading times were compared between the aided and unaided sessions using the paired t-test. |
10 weeks | |
Secondary | The Sensitivity, Specificity, PPV, and NPV Were Computed and Compared for Aim 1 (Baseline) and Arm 2 (With BU-CAD Assistance) Studies. | The mean sensitivity, specificity, PPV, and NPV of 16 readers were calculated and compared between the aided and unaided sessions using McNemar's test. | 10 weeks |
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