Qian, Jing
Miao, Jingyou
Zhang, Hui
Gong, Ruicheng
Jin, Dian
Li, Zhanyi
Dai, Ruoqi
Zhu, Jiahao
Wang, Jing
Li, Yingjun
Yu, Min
Ding, Lilu
Funding for this research was provided by:
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
A supervised machine learning prediction model-based informed choice co-decision scheme for breast cancer screening in diabetic patients (No. 2024KY928)
Article History
Received: 21 April 2025
Accepted: 2 November 2025
First Online: 25 November 2025
Declarations
:
: Not applicable.
: All authors have completed the ICMJE uniform disclosure form at and declare: no support from any organization for the submitted work; no financial relationships with any organization that might have an interest in the submitted work in the previous three years, no other relationships or activities that could appear to have influenced the submitted work.
: This study was performed in line with the principles of the Declaration of Helsinki. UK Biobank has approval from the North West Multi-centre Research Ethics Committee (MREC) as a Research Tissue Bank (RTB) approval. All participants provided written informed consent for their data to be linked with national electronic health records and used for research purposes. Informed consent was obtained from all individual participants included in the study.