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ARMedicalSketch: Exploring 3D Sketching for Medical Image Using True 2D-3D Interlinked Visualization and Interaction

文献类型：期刊论文

作者Zhang, Nan1,2; Huang, Tianqi3; Liao, Hongen1,3,4
刊名IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS
出版日期2024-08-02
页码10
关键词3D aerial display augmented reality autostereoscopic visualization human-computer interaction
ISSN号2168-2291
DOI10.1109/THMS.2024.3432735
通讯作者Liao, Hongen(liao@tsinghua.edu.cn)
英文摘要In traditional clinical practice, doctors often have to deal with 3D information based on 2D-displayed medical images. There is a considerable mismatch between the 2D and 3D dimensions in image interaction during clinical diagnosis, making image manipulation challenging and time-consuming. In this study, we explored 3D sketching for medical images using true 2D-3D interlinked visualization and interaction, presenting a novel AR environment named ARMedicalSketch. It supports image display enhancement preprocessing and 3D interaction tasks for original 3D medical images. Our interaction interface, based on 3D autostereoscopic display technology, provides both floating 3D display and 2D tablet display while enabling glasses-free visualization. We presented a method of 2D-3D interlinked visualization and interaction, employing synchronized projection visualization and a virtual synchronized interactive plane to establish an integrated relationship between 2D and 3D displays. Additionally, we utilized gesture sensors and a 2D touch tablet to capture the user's hand information for convenient interaction. We constructed the prototype and conducted a user study involving 23 students and 2 clinical experts. The controlled study compared our proposed system with a 2D display prototype, showing enhanced efficiency in interacting with medical images while maintaining 2D interaction accuracy, particularly in tasks involving strong 3D spatial correlation. In the future, we aim to further enhance the interaction precision and application scenarios of ARMedicalSketch.
资助项目National Natural Science Foundation of China[U22A2051] ; National Natural Science Foundation of China[82027807] ; National Natural Science Foundation of China[62101305] ; National Key Research and Development Program of China[2022YFC2405200] ; Intelligent Healthcare Tsinghua University[2022ZLB001] ; Tsinghua-Foshan Innovation Special Fund[2021THFS0104]
WOS研究方向Computer Science
语种英语
WOS记录号WOS:001283775900001
出版者IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
资助机构National Natural Science Foundation of China ; National Key Research and Development Program of China ; Intelligent Healthcare Tsinghua University ; Tsinghua-Foshan Innovation Special Fund
源URL[http://ir.ia.ac.cn/handle/173211/59400]  
专题智能微创医疗技术团队
通讯作者Liao, Hongen
作者单位1.Tsinghua Univ, Sch Med, Dept Biomed Engn, Beijing 100084, Peoples R China
2.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China
3.Shanghai Jiao Tong Univ, Sch Biomed Engn, Shanghai, Peoples R China
4.Shanghai Jiao Tong Univ, Inst Med Robot, Dept Biomed Engn, Shanghai 200240, Peoples R China
推荐引用方式
GB/T 7714		 Zhang, Nan,Huang, Tianqi,Liao, Hongen. ARMedicalSketch: Exploring 3D Sketching for Medical Image Using True 2D-3D Interlinked Visualization and Interaction[J]. IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS,2024:10.
APA Zhang, Nan,Huang, Tianqi,&Liao, Hongen.(2024).ARMedicalSketch: Exploring 3D Sketching for Medical Image Using True 2D-3D Interlinked Visualization and Interaction.IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS,10.
MLA Zhang, Nan,et al."ARMedicalSketch: Exploring 3D Sketching for Medical Image Using True 2D-3D Interlinked Visualization and Interaction".IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS (2024):10.

入库方式： OAI收割

来源：自动化研究所

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