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March 3, 2026
Open Access
PatchSight–ImmuneMap–LifeSpan as a unified AI framework for breast cancer diagnosis, immune profiling and prognostic prediction
AA
Ahmed Kateb Jumaah Al-Nussairi
University of Misan
AA
Ali B. M. Ali
University of Kerbala
SM
Saleem Malik
Mangalore University
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Puntos clave
Immune profiling enhances breast cancer diagnosis accuracy, leading to better outcomes.
The AI framework offers significant advancements in prognostic prediction for breast cancer patients.
Integration of different AI tools creates a cohesive strategy for breast cancer management.
These findings suggest a promising future for AI-assisted personalized medicine in oncology.
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PatchSight–ImmuneMap–LifeSpan as a unified AI framework for breast cancer diagnosis, immune profiling and prognostic prediction | Synapse
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Al-Nussairi et al. (Fri,) studied this question.
synapsesocial.com/papers/69a75edac6e9836116a29d1f
https://doi.org/https://doi.org/10.1007/s12672-026-04491-6