Design and implementation of a low-cost gimbal-based angular ultrasound gantry for optimal tissue slice selection using deep learning

Ultrasound (US) is a widely popular imaging technique for the diagnosis of tumors and associated soft tissue pathology. Traditionally, excised tumor masses are manually sliced for microscopic examination, which is a resource-intensive, time-consuming process, and prone to human error. The proposed work addresses these challenges by developing a cost-effective US gantry system integrated with a deep learning algorithm to automate the tissue slice selection process. This system scans the entire tumor and by integrating a deep learning algorithm predicts the optimal slice to assist its preparation for microscopic analysis.

发布者:Dr.Durant,转转请注明出处:https://robotalks.cn/design-and-implementation-of-a-low-cost-gimbal-based-angular-ultrasound-gantry-for-optimal-tissue-slice-selection-using-deep-learning/

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上一篇 16 8 月, 2025 12:18 上午
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