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Mouse Models of Cancer Study

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Mice have long served as models for studying human biology and pathology because of their phylogenetic and physiological similarity with humans. They are also easy to maintain and breed in the laboratory, and hence, many inbred strains are now available for research. Studies on mice have contributed immeasurably to our understanding of cancer biology.
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Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
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Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...
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A Multimodal Imaging Framework to Advance Phenotyping of Living Label-free Breast Cancer Cells
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Deep learning-based multimodal pathogenomics integration for precision cancer prognosis

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  • 1College of Electrical and Information Engineering, Hunan University, Changsha, 410082, China.

Journal of Translational Medicine
|January 17, 2026
PubMed
Summary

No abstract available in PubMed .

Keywords:
Artificial intelligenceMultimodal learningPathogenomicsPrognosisWhole slide image

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