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Mouse Models of Cancer Study02:43

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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.
The development of transgenic, knockout, and knock-in mice has led to an exponential increase in their use as model organisms in research,...

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Un modelo fundacional multimodal de patología de corte completo mejorado con conocimiento

Yingxue Xu1, Yihui Wang1, Fengtao Zhou1

  • 1Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, Hong Kong SAR, China.

Nature communications
|December 12, 2025
PubMed
Resumen

Un nuevo modelo fundacional, mSTAR (Multimodal Self-TAught PRetraining), integra portaobjetos de patología, informes y datos genéticos para un análisis integral del cáncer. Este enfoque multimodal mejora significativamente el rendimiento en comparación con los modelos solo visuales en tareas oncológicas.

Palabras clave:
patología computacionalaprendizaje profundomodelos fundacionalespatología digitalinteligencia artificial en oncologíaanálisis multimodaldatos genómicosinformes de patologíaanálisis de portaobjetos completos

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