Spatio-temporal deep learning models for tip force estimation during needle insertion

Author:

Gessert NilsORCID,Priegnitz Torben,Saathoff Thore,Antoni Sven-Thomas,Meyer David,Hamann Moritz Franz,Jünemann Klaus-Peter,Otte Christoph,Schlaefer Alexander

Funder

Deutsche Forschungsgemeinschaft

Publisher

Springer Science and Business Media LLC

Subject

Health Informatics,Radiology, Nuclear Medicine and imaging,General Medicine,Surgery,Computer Graphics and Computer-Aided Design,Computer Science Applications,Computer Vision and Pattern Recognition,Biomedical Engineering

Cited by 14 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Kirchhoff's law-based velocity-controlled motion models to predict real-time cutting forces in minimally invasive surgeries;Journal of the Mechanical Behavior of Biomedical Materials;2024-06

2. Hybrid Deep Learning and Model-Based Needle Shape Prediction;IEEE Sensors Journal;2024-06-01

3. TransVFS: A spatio-temporal local–global transformer for vision-based force sensing during ultrasound-guided prostate biopsy;Medical Image Analysis;2024-05

4. Tissue Classification During Needle Insertion Using Self-Supervised Contrastive Learning and Optical Coherence Tomography;2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC);2023-07-24

5. An Adaptive Unscented Kalman Filter for Needle Steering with Missing Measurements;2023 International Conference on Advanced Robotics and Mechatronics (ICARM);2023-07-08

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