Multidimensional Haptic Perception and Quantification Method for Ophthalmic Surgery Training

doi:10.1080/10447318.2025.2534068

	Multidimensional Haptic Perception and Quantification Method for Ophthalmic Surgery Training
	Gu, Yang 1,2; Yuan, He 1,3; Li, Maoyan 4; Hu, Min 4; Chen, Yiqiang 1,2; Dong, Fan 1; Dai, Weiwei 4,5
	2025-07-30
发表期刊	INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION
ISSN	1044-7318
页码	25
摘要	Virtual ophthalmic surgical training is a cost-effective and time-efficient paradigm. However, the absence of haptic feedback in virtual ophthalmic surgery systems limits the realism and effectiveness of training. To address this challenge, this study proposes a task-driven method tailored to quantify haptic information in ophthalmic cataract surgery. This work designs a virtual cataract surgery interaction scenario and simulates three key haptic interactions: damping when moving the surgical tool within the eyeball, stiffness during corneal incision and phacoemulsification, and pull during continuous curvilinear capsulorhexis. Using a task-driven and subjective-objective integrated data analysis approach, this work quantifies the just noticeable threshold (JNT) and just noticeable difference (JND). Experimental results demonstrate that the proposed method effectively quantifies the perceptual thresholds and perceptual difference for varied individuals. These findings provide empirical evidence for establishing a more realistic and effective haptic feedback in virtual ophthalmic surgical training.
关键词	Haptic perception virtual ophthalmic surgery quantification of haptic information
DOI	10.1080/10447318.2025.2534068
收录类别	SCI
语种	英语
资助项目	HNXJ Philanthropy Foundation
WOS研究方向	Computer Science ; Engineering
WOS类目	Computer Science, Cybernetics ; Ergonomics
WOS记录号	WOS:001541447500001
出版者	TAYLOR & FRANCIS INC
引用统计
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/41993
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Dong, Fan; Dai, Weiwei
作者单位	1.Chinese Acad Sci, Inst Comp Technol, Beijing, Peoples R China 2.Univ Chinese Acad Sci, Beijing, Peoples R China 3.Zhengzhou Univ, Henan Inst Adv Technol, Zhengzhou, Peoples R China 4.Changsha Aier Eye Hosp, Inst Digital Ophthalmol & Visual Sci, Changsha, Peoples R China 5.Cent South Univ, Aier Acad Ophthalmol, Changsha, Hunan, Peoples R China
推荐引用方式 GB/T 7714	Gu, Yang,Yuan, He,Li, Maoyan,et al. Multidimensional Haptic Perception and Quantification Method for Ophthalmic Surgery Training[J]. INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION,2025:25.
APA	Gu, Yang.,Yuan, He.,Li, Maoyan.,Hu, Min.,Chen, Yiqiang.,...&Dai, Weiwei.(2025).Multidimensional Haptic Perception and Quantification Method for Ophthalmic Surgery Training.INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION,25.
MLA	Gu, Yang,et al."Multidimensional Haptic Perception and Quantification Method for Ophthalmic Surgery Training".INTERNATIONAL JOURNAL OF HUMAN-COMPUTER INTERACTION (2025):25.