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基于人类神经科学模拟的人工智能神经模型研究: 以骨科医学机器人为例并进行经济学讨论

秦  祎1, 刘 振雨2, 廖 艺涵2, 沈  媛2
1、赤峰市肿瘤医院(赤峰学院第二附属医院)肿瘤内科
2、白俄罗斯国立大学萨哈罗夫研究所

摘要


人类神经科学的模拟计算机模型在人工智能中广泛运用,手术机器人在中国的广泛运用使神经科学模拟模
型在经济发展上拥有了更为广阔的舞台,我们针对医学图像的识别与手术机器人的程序设定拥有更多的用途,我们
尝试从人类神经科学的模拟上对骨科医学机器人常用的神经网络模型进行分析,并根据经济学原理展开讨论。

关键词


神经科学;人工智能;医学;机器人经济学

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参考


[1]Park, Wook Joo, and Jun-Beom Park. “History and

application of artificial neural networks in dentistry.” European

journal of dentistry 12.04 (2018): 594-601.

[2]Hsiao, Jen-Hsuan, Jen-Yuan Chang, and Chao_xfffe_Min Cheng. “Soft medical robotics: clinical and biomedical

applications, challenges, and future directions.” Advanced

Robotics 33.21 (2019): 1099-1111.

[3]Sarikaya, Duygu, Jason J. Corso, and Khurshid A.

Guru. “Detection and localization of robotic tools in robot_xfffe_assisted surgery videos using deep neural networks for region

proposal and detection.” IEEE transactions on medical imaging

36.7 (2017): 1542-1549.

[4]Allard, U. C., Nougarou, F., Fall, C. L., Giguère, P.,

Gosselin, C., Laviolette, F., & Gosselin, B. (2016, October).

A convolutional neural network for robotic arm guidance

using sEMG based frequency-features. In 2016 IEEE/RSJ

International Conference on Intelligent Robots and Systems

(IROS) (pp. 2464-2470). IEEE.:

[5]Choi, Bareum, et al. “Surgical-tools detection based on

Convolutional Neural Network in laparoscopic robot-assisted

surgery.” 2017 39th Annual International Conference of the

IEEE Engineering in Medicine and Biology Society (EMBC).

Ieee, 2017.

[6]Kim, Ria, et al. “Robot-Assisted Semi-Autonomous

Ultrasound Imaging with Tactile Sensing and Convolutional

Neural-Networks.” IEEE Transactions on Medical Robotics

and Bionics 3.1 (2020): 96-105.

[7]Yin, Shuai, and Arkady Yuschenko. “Application

of convolutional neural network to organize the work of

collaborative robot as a surgeon assistant.” International

Conference on Interactive Collaborative Robotics. Springer,

Cham, 2019.

[8]Wang, Ziheng, and Ann Majewicz Fey. “Deep learning

with convolutional neural network for objective skill evaluation

in robot-assisted surgery.” International journal of computer

assisted radiology and surgery 13.12 (2018): 1959-1970.

[9]Parikh, Pratik J., and Sarah S. Lam. “Solving the

forward kinematics problem in parallel manipulators using an

iterative artificial neural network strategy.” The International

Journal of Advanced Manufacturing Technology 40.5 (2009):

595-606.

[10]Aviles, Angelica I., et al. “A recurrent neural network

approach for 3d vision-based force estimation.” 2014 4th

International Conference on Image Processing Theory, Tools

and Applications (IPTA). IEEE, 2014

[11]Du, Yuxin, and Aurora AC Teixeira. “A bibliometric

account of Chinese economics research through the lens of

the China Economic Review.” China Economic Review 23.4

(2012): 743-762.

[12]Huang, Yasheng. “Managing Chinese bureaucrats:

an institutional economics perspective.” Political studies 50.1

(2002): 61-79.




DOI: http://dx.doi.org/10.12361/2661-3727-04-03-94580

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