Artificial Intelligence Assisted Breast Ultrasound in Breast Cancer Screening (AIBU)
Application Research of B-ultrasound Assisted by Artificial Intelligence in Breast Cancer Screening
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Detailed Description
Study Type
Study Type
Enrollment (Actual)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Locations
-
-
-
Shanghai, China
- Fudan University Shanghai Cancer Center
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Shanghai, China
- Shanghai Pudong New Area Healthcare Hospital For Women & Children
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-
Shanghai
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Shanghai, Shanghai, China, 200086
- Maternal and Infant Healthy Centre of Hongkou District, Shanghai
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-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
- Adult
- Older Adult
Accepts Healthy Volunteers
Description
Inclusion Criteria:
- Women aged 35-70 who participated in breast cancer screening (Shanghai Rural Women "Women two cancer screening project", national major public health service project "Rural women breast cancer screening Project" and "Gynecological diseases and breast diseases screening project for retired and living difficult women") in Shanghai district
Exclusion Criteria:
- 1. Personal history of breast carcinoma, either invasive or ductal carcinoma in situ (DCIS); 2. Personal history of any types of malignant neoplasms; 3. Known condition or suspicion of severe cardiopulmonary insufficiency, liver and kidney insufficiency and other systemic diseases; 4. Known condition or suspicion of serious comorbidities and average life expectancy less than 5 years; 5. History of lateral or bilateral mastectomy; 6. Disagree to participate in the study and follow-up interviews.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Prevention
- Allocation: Randomized
- Interventional Model: Parallel Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Experimental: AI assisted B-ultrasound breast cancer screening
Participants aged 35-70 years will be screened for breast cancer with AI assisted B-ultrasound
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AI-assisted breast ultrasound in community-based breast cancer screening
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Active Comparator: routine screening
Participants aged 35-70 years will be screened for breast cancer with routine B-ultrasound by experienced primary care physicians.
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Routine breast ultrasound conducted by primary care physicians
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What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Incidence rate of early breast cancer in each arm
Time Frame: 4 years
|
Early cancers should meet any of the following criteria at the time of diagnosis: less than 20 milimeters in diameter, no metastatic lymph nodes in the axilla, no distant metastasis, non-invasive cancers, stage 0, stage I, and stage IIa IIb (T2N1M0) breast cancer according to American Joint Committee on Cancer (AJCC) 8th staging.
|
4 years
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Sensitivity, specificity, positive predictive value, and negative predictive value of the screening methods
Time Frame: 4 years
|
A true-positive screening result (sensitivity) was a positive result in a participant who was diagnosed with breast cancer by further diagnostic work-up.
A false-positive screening result was a positive result in the absence of breast cancer.
A true-negative screening result (specificity) was a negative result in the absence of breast cancer and a false-negative test result was a negative result followed by diagnosis of interval cancer.
|
4 years
|
Collaborators and Investigators
Sponsor
Sponsor
Investigators
Investigators
- Study Chair: Ying Zheng, Fudan University
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- 20210712
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
IPD Plan Description
IPD Sharing Time Frame
IPD Sharing Access Criteria
IPD Sharing Supporting Information Type
- STUDY_PROTOCOL
- SAP
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
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