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BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval
March 26, 2024, 4:47 a.m. | Yinda Chen, Che Liu, Xiaoyu Liu, Rossella Arcucci, Zhiwei Xiong
cs.CV updates on arXiv.org arxiv.org
Abstract: The burgeoning integration of 3D medical imaging into healthcare has led to a substantial increase in the workload of medical professionals. To assist clinicians in their diagnostic processes and alleviate their workload, the development of a robust system for retrieving similar case studies presents a viable solution. While the concept holds great promise, the field of 3D medical text-image retrieval is currently limited by the absence of robust evaluation benchmarks and curated datasets. To remedy …
abstract arxiv case case studies clinicians cs.cl cs.cv dataset development diagnostic healthcare image imaging integration landmark medical medical imaging processes professionals retrieval robust studies text text-image text-image retrieval type
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