Can I read EMedNeXt: Brain Tumor Segmentation SSA on EtoBox?
EMedNeXt: Brain Tumor Segmentation SSA by dakshinamurthy248 is a document available to read on EtoBox.
What is EMedNeXt: Brain Tumor Segmentation SSA about?
The document presents EMedNeXt, an advanced brain tumor segmentation framework tailored for sub-Saharan Africa, utilizing MedNeXt V2 with deep supervision. This framework addresses the challenges of manual segmentation in low-resource settings by introducing a larger region of interest, an improved architectural skeleton, and a robust model ensembling system. EMedNeXt achieved significant performance metrics, demonstrating its effectiveness in handling real-world imaging variability and resource constraints
- Author
- dakshinamurthy248
- Language
- EN