ATM-Net fuses anatomy-aware text prompts with image features through ATPG, HASF, and CCAE modules to outperform prior methods on fine-grained lumbar spine segmentation in MRSpineSeg and SPIDER datasets.
Lsw- net: Lightweight deep neural network based on small-world properties for spine mr image segmentation.Journal of Mag- netic Resonance Imaging
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Anatomy-Aware Text-Visual Fusion with Dual-Perspective Prompts for Fine-Grained Lumbar Spine Segmentation
ATM-Net fuses anatomy-aware text prompts with image features through ATPG, HASF, and CCAE modules to outperform prior methods on fine-grained lumbar spine segmentation in MRSpineSeg and SPIDER datasets.