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PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation
Research article (IEEE Transactions on Medical Imaging, 2023) · cited 42× · AI/ML
PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation
Summary
PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation is a scholarly article[1].
Key Facts
PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation's instance of is recorded as scholarly article[2].
References
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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.
APA4ort.xyz Knowledge Graph. (2026). PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation. Retrieved May 24, 2026, from https://4ort.xyz/entity/pa-seg-learning-from-point-annotations-for-3d-medical-image-segmentation-using-contextual-regularization-and-cross-knowl
MLA“PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation.” 4ort.xyz Knowledge Graph, 4ort.xyz, 24 May. 2026, https://4ort.xyz/entity/pa-seg-learning-from-point-annotations-for-3d-medical-image-segmentation-using-contextual-regularization-and-cross-knowl.
BibTeX@misc{4ortxyz_pa-seg-learning-from-point-annotations-for-3d-medical-image-segmentation-using-contextual-regularization-and-cross-knowl_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation}}, year = {2026}, url = {https://4ort.xyz/entity/pa-seg-learning-from-point-annotations-for-3d-medical-image-segmentation-using-contextual-regularization-and-cross-knowl}, note = {Accessed: 2026-05-24}}
LLM promptAccording to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): PA-Seg: Learning From Point Annotations for 3D Medical Image Segmentation Using Contextual Regularization and Cross Knowledge Distillation — https://4ort.xyz/entity/pa-seg-learning-from-point-annotations-for-3d-medical-image-segmentation-using-contextual-regularization-and-cross-knowl (retrieved 2026-05-24)
