Accurate Human Epidermal Growth Factor Receptor 2 (HER2) status assessment is important for breast cancer treatment selection, but machine learning systems for this task must address class imbalance and explainability before they can support clinical decision-making. This paper presents a compact hybrid framework for H...
Md Serajun Nabi, Md Saiful Arefin, Mohammad Faizal Ahmad Fauzi· International Conference on...· 0 citations
The findings support preliminary source-group-preserving methodological evidence rather than patient-level, whole-slide, or clinical validity, and support preliminary source-group-preserving methodological evidence rather than patient-level, whole-slide, or clinical validity.
Md Saiful Arefin, Mohammad Saiful Islam, Md Serajun Nabi et al.· Diagnostics· 0 citations
By combining predictive ML, causal survival modeling, and LLM-based rationale generation, the proposed framework provides a promising approach for personalized and transparent chemotherapy decision support in oncology.
Md Serajun Nabi, Dema Yuden, Thinley Yeshey Choden et al.· Frontiers in Digital Health· 0 citations
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