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Author

Abdullah Al Maimun

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Conference Aug 2026

Ai-Driven Compact Gene Expression Biomarkers for Multi-Cancer Diagnosis

Gene expression profiles can tell one cancer from another, but a profile has tens of thousands of genes, and most of them add little to a diagnosis. A large panel is also hard to read and expensive to run in a clinic. This paper asks a simple question. How few genes are enough to separate five common tumor types with h...

Abdullah Al Maimun, Mithun Das, C. Mondal et al. · 0 citations
Conference Aug 2026

Deep Learning for Cancer Type Identification from RNA-Seq Gene Expression: A Comparison with ML

Deep learning has changed how images and text are analyzed, and it is now widely used on gene expression data as well. This paper asks a direct question. On a standard cancer classification task from RNA-Seq expression, does deep learning actually beat simple machine learning, and when does the difference show up. We u...

Mithun Das, Akbor Aziz Susom, Md Azmir Bhuiyan et al. · 0 citations

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