Author

Md. Maklachur Rahman

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#machine learning Preprint Sep 2026

Multimodal Routing and Region Refinement for Language-Guided Medical Image Segmentation

Textual descriptions can reduce ambiguity in medical image segmentation by specifying the finding and location to be delineated. Existing text-guided methods mainly improve where image and language features interact but generally retain a single learned update pathway across all image-text pairs. We propose MRSeg, a pa...

Md. Maklachur Rahman, M. H. Al Banna, Saraf Anjum et al. · 0 citations

Preprint Aug 2026

GET: Generative Embedding Translation for Medical Image Segmentation

Generative Embedding Translation (GET), a structured embedding-translation framework that progressively transforms image embeddings into mask embeddings within the frozen latent space of a Stable Diffusion VAE, is proposed.

Md. Maklachur Rahman, M. H. Al Banna, Saraf Anjum et al. · 0 citations