KiTS23
PulseAugur coverage of KiTS23 — every cluster mentioning KiTS23 across labs, papers, and developer communities, ranked by signal.
1 day(s) with sentiment data
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New research explores radiomics-image fusion for kidney cancer classification
Two new research papers explore the fusion of radiomics and image data for classifying renal cell carcinoma (RCC). The first paper evaluates how adding radiomics to image-based models improves probabilistic performance …
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Foundation Model Patch Tokens Enhance Kidney Tumor and Cyst Detection
Researchers have developed DINOv3-MIL, a novel approach for detecting kidney tumors and cysts using foundation vision models. This method leverages patch tokens from DINOv3 ViT-H/16 features and compares three aggregati…
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AI model LesionDETR characterizes kidney lesions from CT scans
Researchers have developed LesionDETR, a novel deep learning model designed to characterize kidney lesions from CT scans with greater detail. Unlike previous methods that focused on organ-level predictions, LesionDETR p…
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New SEMIR framework improves image segmentation for small structures
Researchers have developed SEMIR, a novel representation framework designed to improve the segmentation of small and sparse structures in large-scale images. This method decouples inference from the native image grid by…
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Sparse convolutional networks boost 3D kidney tumor segmentation accuracy and speed
Researchers have developed a novel two-stage 3D segmentation method using submanifold sparse convolutional networks (SSCNs) for more efficient and accurate kidney tumor detection in CT scans. This approach first identif…