Intelligent Orthopaedics: Artificial Intelligence and Smart Image-guided Technology for Orthopaedics

Description

This book introduces readers to the latest technological advances in the emerging field of intelligent orthopaedics. Artificial intelligence and smart instrumentation techniques are now revolutionizing every area of our lives, including medicine. The applications of these techniques in orthopaedic interventions offer a number of potential benefits, e.g. reduced incision size and scarring, minimized soft tissue damage, and decreased risk of misalignment. Consequently, these techniques have become indispensable for various orthopaedic interventions, which has led to the emerging field of intelligent orthopaedics. Addressing key technologies and applications, this book offers a valuable guide for all researchers and clinicians who need an update on both the principles and practice of intelligent orthopaedics, and for graduate students embarking on a career in this field.​ Front Matter ....Pages i-vii Computer-Aided Orthopaedic Surgery: State-of-the-Art and Future Perspectives (Guoyan Zheng, Lutz-P. Nolte)....Pages 1-20 Computer-Aided Orthopedic Surgery: Incremental Shift or Paradigm Change? (Leo Joskowicz, Eric J. Hazan)....Pages 21-30 CAMISS Concept and Its Clinical Application (Wei Tian, Yajun Liu, Mingxing Fan, Jingwei Zhao, Peihao Jin, Cheng Zeng)....Pages 31-46 Surgical Navigation in Orthopedics: Workflow and System Review (Chidozie H. Ewurum, Yingying Guo, Seang Pagnha, Zhao Feng, Xiongbiao Luo)....Pages 47-63 Multi-object Model-Based Multi-atlas Segmentation Constrained Grid Cut for Automatic Segmentation of Lumbar Vertebrae from CT Images (Weimin Yu, Wenyong Liu, Liwen Tan, Shaoxiang Zhang, Guoyan Zheng)....Pages 65-71 Deep Learning-Based Automatic Segmentation of the Proximal Femur from MR Images (Guodong Zeng, Guoyan Zheng)....Pages 73-79 Muscle Segmentation for Orthopedic Interventions (Naoki Kamiya)....Pages 81-91 3X-Knee: A Novel Technology for 3D Preoperative Planning and Postoperative Evaluation of TKA Based on 2D X-Rays (Guoyan Zheng, Alper Alcoltekin, Benedikt Thelen, Lutz-P. Nolte)....Pages 93-103 Atlas-Based 3D Intensity Volume Reconstruction from 2D Long Leg Standing X-Rays: Application to Hard and Soft Tissues in Lower Extremity (Weimin Yu, Guoyan Zheng)....Pages 105-112 3D Ultrasound for Orthopedic Interventions (Ilker Hacihaliloglu)....Pages 113-129 A Novel Ultrasound-Based Lower Extremity Motion Tracking System (Kenan Niu, Victor Sluiter, Jasper Homminga, André Sprengers, Nico Verdonschot)....Pages 131-142 Computer-Assisted Planning, Simulation, and Navigation System for Periacetabular Osteotomy (Li Liu, Klaus Siebenrock, Lutz-P. Nolte, Guoyan Zheng)....Pages 143-155 Biomechanical Optimization-Based Planning of Periacetabular Osteotomy (Li Liu, Klaus Siebenrock, Lutz-P. Nolte, Guoyan Zheng)....Pages 157-168 Biomechanical Guidance System for Periacetabular Osteotomy (Mehran Armand, Robert Grupp, Ryan Murphy, Rachel Hegman, Robert Armiger, Russell Taylor et al.)....Pages 169-179 Gravity-Assisted Navigation System for Total Hip Arthroplasty (Guoyan Zheng)....Pages 181-191 3D Visualization and Augmented Reality for Orthopedics (Longfei Ma, Zhencheng Fan, Guochen Ning, Xinran Zhang, Hongen Liao)....Pages 193-205 Intelligent HMI in Orthopedic Navigation (Guangzhi Wang, Liang Li, Shuwei Xing, Hui Ding)....Pages 207-224 Patient-Specific Surgical Guidance System for Intelligent Orthopaedics (Manuela Kunz, John F. Rudan)....Pages 225-243 Intelligent Control for Human-Robot Cooperation in Orthopedics Surgery (Shaolong Kuang, Yucun Tang, Andi Lin, Shumei Yu, Lining Sun)....Pages 245-262 Multilevel Fuzzy Control Based on Force Information in Robot-Assisted Decompressive Laminectomy (Xiaozhi Qi, Yu Sun, Xiaohang Ma, Ying Hu, Jianwei Zhang, Wei Tian)....Pages 263-279 Potential Risk of Intelligent Technologies in Clinical Orthopedics (Yajun Liu)....Pages 281-288 Clinical Application of Navigation in the Surgical Treatment of a Pelvic Ring Injury and Acetabular Fracture (Masaki Takao, Hidetoshi Hamada, Takashi Sakai, Nobuhiko Sugano)....Pages 289-305 Patient-Specific Surgical Guide for Total Hip Arthroplasty (Takashi Sakai)....Pages 307-314 Computer Navigation in Orthopaedic Tumour Surgery (Kwok-Chuen Wong, Xiaohui Niu, Hairong Xu, Yuan Li, Shekhar Kumta)....Pages 315-326 Sensor-Based Soft Tissue Balancing in Total Knee Arthroplasty (Jimmy Chow, Tsun Yee Law, Martin Roche)....Pages 327-334 Implant Orientation Measurement After THA Using the EOS X-Ray Image Acquisition System (Kunihiko Tokunaga, Masashi Okamoto, Kenji Watanabe)....Pages 335-343 3D Printing in Spine Surgery (Hong Cai, Zhongjun Liu, Feng Wei, Miao Yu, Nanfang Xu, Zihe Li)....Pages 345-359