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Updated: Jul 11, 2026

A Multimodal Imaging Framework to Advance Phenotyping of Living Label-free Breast Cancer Cells
Published on: August 22, 2025
Multiple detection modalities and disease natural history of breast cancer
Tony Hsiu-Hsi Chen1, Amy Ming-Fang Yen, Grace Hui-Min Wu
1Division of Biostatistics, Graduate Institute of Epidemiology, College of Public Health, National Taiwan University, Taiwan. chenlin@ntu.edu.tw
Abstract:
Multiple detection modalities have increasingly gained attention in population-based screening. However, the disease natural history and its efficacy have been barely addressed. We reviewed a series of articles addressing multiple detection modalities including mammography, ultrasound and magnetic resonance image between 1995 and 2005. A stochastic model was developed to estimate transition parameters pertaining to the disease natural history defined by multiple detection modalities. The effectiveness of the combination of ultrasound or magnetic resonance image (MRI) with mammography was projected using a series of computer simulation models. The results indicated that multiple detection modalities may lead to reduced mortality. However, the benefit and the selection of detection modalities are affected by biological factors including age, breast tissue type and histological type. In addition, other social factors may also affect the utilization of multiple detection modalities.