๐Ÿš€๐— ๐—ผ๐˜ƒ๐—ถ๐—ป๐—ด ๐—•๐—ฒ๐˜†๐—ผ๐—ป๐—ฑ ๐—ฉ๐—ถ๐˜€๐—ถ๐—ผ๐—ป ๐—ถ๐—ป ๐—ฅ๐—ผ๐—ฏ๐—ผ๐˜๐—ถ๐—ฐ ๐—ฆ๐˜‚๐—ฟ๐—ด๐—ฒ๐—ฟ๐˜†๐Ÿค–๐Ÿ‘จโ€โš•๏ธ

We are thrilled to share our latest Comment published in #NatureReviewsBioengineering: “๐—”๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฎ๐—น ๐—ธ๐—ถ๐—ป๐—ฎ๐—ฒ๐˜€๐˜๐—ต๐—ฒ๐˜€๐—ถ๐—ฎ ๐—ถ๐—ป ๐—ฎ๐˜‚๐˜๐—ผ๐—ป๐—ผ๐—บ๐—ผ๐˜‚๐˜€ ๐—ฟ๐—ผ๐—ฏ๐—ผ๐˜๐—ถ๐—ฐ ๐˜€๐˜‚๐—ฟ๐—ด๐—ฒ๐—ฟ๐˜†”.

Current autonomous surgical robots are ๐—ต๐—ฒ๐—ฎ๐˜ƒ๐—ถ๐—น๐˜† ๐˜ƒ๐—ถ๐˜€๐—ถ๐—ผ๐—ป-๐—ฐ๐—ฒ๐—ป๐˜๐—ฟ๐—ถ๐—ฐ. While they ๐—ฐ๐—ฎ๐—ป “๐˜€๐—ฒ๐—ฒ” anatomy, they ๐—น๐—ฎ๐—ฐ๐—ธ ๐˜๐—ต๐—ฒ ๐—ถ๐—ป๐˜๐—ฟ๐—ถ๐—ป๐˜€๐—ถ๐—ฐ ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜† ๐˜๐—ผ “๐—ณ๐—ฒ๐—ฒ๐—น” tissue interactionsโ€”๐—ฎ ๐—ฐ๐—ฟ๐˜‚๐—ฐ๐—ถ๐—ฎ๐—น ๐˜€๐—ธ๐—ถ๐—น๐—น ๐˜๐—ต๐—ฎ๐˜ ๐—ต๐˜‚๐—บ๐—ฎ๐—ป ๐˜€๐˜‚๐—ฟ๐—ด๐—ฒ๐—ผ๐—ป๐˜€ ๐—ฟ๐—ฒ๐—น๐˜† ๐—ผ๐—ป ๐—ณ๐—ผ๐—ฟ ๐˜€๐—ฎ๐—ณ๐—ฒ๐˜๐˜† ๐—ฎ๐—ป๐—ฑ ๐—ฑ๐—ฒ๐˜…๐˜๐—ฒ๐—ฟ๐—ถ๐˜๐˜†.

In this article, we propose a hierarchical framework for ๐—”๐—ฟ๐˜๐—ถ๐—ณ๐—ถ๐—ฐ๐—ถ๐—ฎ๐—น ๐—ž๐—ถ๐—ป๐—ฎ๐—ฒ๐˜€๐˜๐—ต๐—ฒ๐˜€๐—ถ๐—ฎ to bridge this gap:

1. ๐Ÿ“ˆ๐—ง๐—ต๐—ฒ ๐—ฃ๐—ต๐˜†๐˜€๐—ถ๐—ฐ๐—ฎ๐—น ๐—Ÿ๐—ฒ๐˜ƒ๐—ฒ๐—น: Integrating proprioception and exteroception for high-res physical sensing.

2. ๐Ÿ’ฌ๐—ง๐—ต๐—ฒ ๐—”๐—น๐—ด๐—ผ๐—ฟ๐—ถ๐˜๐—ต๐—บ๐—ถ๐—ฐ ๐—Ÿ๐—ฒ๐˜ƒ๐—ฒ๐—น: Moving from raw signal processing to semantic understanding of contact.

3. ๐Ÿง ๐—ง๐—ต๐—ฒ ๐—”๐—ฟ๐—ฐ๐—ต๐—ถ๐˜๐—ฒ๐—ฐ๐˜๐˜‚๐—ฟ๐—ฎ๐—น ๐—Ÿ๐—ฒ๐˜ƒ๐—ฒ๐—น: Implementing Vision-Kinaesthesia-Language-Action models to achieve true sensorimotor synergy.

We believe the future of autonomous surgery lies in systems that can synergistically fuse vision and kinaesthesia to not just see, but truly feel, think, and act.

๐Ÿ“ƒ Read the ๐—ณ๐˜‚๐—น๐—น ๐—ฝ๐—ฎ๐—ฝ๐—ฒ๐—ฟ here: [https://lnkd.in/gqTEpYjs]

๐Ÿ‘ Kudos to our amazing team, Dr. Tangyou Liu, Dr. Sishen YUAN, and Prof. Hongliang Ren.

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