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NVIDIA发布Cosmos3-H-Dreams手术仿真模型

AI 总结

NVIDIA推出研究型模拟器Cosmos3-H-Dreams,可根据CMR Surgical Versius临床胆囊切除录像与机器人运动学数据生成交互式场景。该模型基于160亿参数的Cosmos3-H-Embodied-Nano,提供独立训练的四步和两步学生检查点,并通过FlashDreams在单块NVIDIA RTX PRO 6000 GPU上实时生成。NVIDIA强调,该系统仅供研究使用,尚未经过临床验证。

深度见解

该项目为研究人员探索动作驱动的临床外科场景生成仿真提供了可用路径,但其解剖准确性与临床有效性仍未得到验证。

Picture moving the Cadiere grasper, grasping the gallbladder, and lifting it, all within a generated surgical scene that responds in real time. Today, we take the next step and introduce Cosmos3-H-Dreams, bringing interactive generative simulation to the visual and procedural complexity of clinical surgery with our most convincing in-body imagery to date.

Our first Cosmos-H-Dreams release, built on Cosmos-Predict2.5, brought interactive generative simulation to dVRK tabletop suturing, a foundational proving ground for surgical robotics. As world foundation model (WFM), Cosmos-H-Dreams demonstrated an alternative to numerical simulation: rather than explicitly modeling scene geometry, tissue deformation, and physical interactions, it learned visual dynamics directly from synchronized video and robot kinematics, yielding interactive tabletop task simulation with high realism.

Today, Cosmos3-H-Dreams advances this capability by learning from video and robot kinematics recording during clinical procedures on the CMR Surgical Versius platform. To our knowledge, this is the first real-time generative surgical simulator trained on clinical cholecystectomy recordings to support live kinematic control. Powered by Cosmos 3 and accelerated with FlashDreams, NVIDIA’s accelerated streaming-inference library, Cosmos3-H-Dreams runs interactively on a single NVIDIA RTX PRO 6000 GPU.

#NVIDIA#Cosmos3-H-Dreams#Cosmos 3#Cosmos3-H-Embodied-Nano#FlashDreams#Open-H-Embodiment#CMR Surgical Versius#NVIDIA RTX PRO 6000

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