Enhanced 3D tumor synthesis and segmentation framework using multiscale diffusion and hybrid SAM-Swin models across diverse anatomical datasets
Jincao Yao, Mudassar Ali, Wenjie Zheng, Jiaqi Hu, Jing Wang, Jing Wang, Haoji Hu, Qiong Luo, Weizeng Zheng, Weizeng Zheng, Dong Xu, Dong Xu
Topics & Concepts
SegmentationComputer scienceArtificial intelligenceSynthetic dataPattern recognition (psychology)Context (archaeology)Ground truthGeneralizationDiffusion MRIImage segmentationData setScale-space segmentationSimilarity (geometry)Computer vision3d modelSet (abstract data type)ReplicateMedical imagingArtificial neural networkRadiomics and Machine Learning in Medical ImagingBrain Tumor Detection and ClassificationMedical Imaging and Analysis