A Review on the Use of Artificial Intelligence in Spinal Diseases
Parisa Azimi, Taravat Yazdanian, Edward C. Benzel, Hossein Nayeb Aghaei, Shirzad Azhari, Sohrab Sadeghi, Ali Montazeri
Asian Spine J. 2020;14(4):543-571.   Published online 2020 Apr 24     DOI: https://doi.org/10.31616/asj.2020.0147
Citations to this article as recorded by Crossref logo
Clinical Decision Support System Used in Spinal Disorders: Scoping Review
Zheng An Toh, Bjørnar Berg, Qin Yun Claudia Han, Hwee Weng Dennis Hey, Minna Pikkarainen, Margreth Grotle, Hong-Gu He
Journal of Medical Internet Research.2024; 26: e53951.     CrossRef
The Evolution of Risk Assessment in Spine Surgery: A Narrative Review
Andy Ton, Danielle Wishart, Jacob R. Ball, Ishan Shah, Kiley Murakami, Matthew P. Ordon, R. Kiran Alluri, Raymond Hah, Michael M. Safaee
World Neurosurgery.2024; 188: 1.     CrossRef
Cobb Angle Measurement Based on Spine Segmentation Using ATT UNet 3+
Liang Peng, Yiwei Hu, Kai Zhang, Guanhua Lan, Ruyi Zhang, Dingcheng Tian, Dechao Xu, Yabin Zhu, Yudong Yao
IEEE Access.2024; 12: 68545.     CrossRef
The use of deep learning in medical imaging to improve spine care: A scoping review of current literature and clinical applications
Caroline Constant, Carl-Eric Aubin, Hilal Maradit Kremers, Diana V. Vera Garcia, Cody C. Wyles, Pouria Rouzrokh, Annalise Noelle Larson
North American Spine Society Journal (NASSJ).2023; 15: 100236.     CrossRef
Revolutionizing Spinal Care: Current Applications and Future Directions of Artificial Intelligence and Machine Learning
Mitsuru Yagi, Kento Yamanouchi, Naruhito Fujita, Haruki Funao, Shigeto Ebata
Journal of Clinical Medicine.2023; 12(13): 4188.     CrossRef
Automatic aid diagnosis report generation for lumbar disc MR image based on lightweight artificial neural networks
Siyuan He, Qi Li, Xianda Li, Mengchao Zhang
Biomedical Signal Processing and Control.2023; 86: 105275.     CrossRef
Automatic localization and classification of intervertebral disc herniation using hybrid classifier
G. Valarmathi, S. Nirmala Devi
Biomedical Signal Processing and Control.2023; 86: 105291.     CrossRef
An approach to the diagnosis of lumbar disc herniation using deep learning models
Ardha Ardea Prisilla, Yue Leon Guo, Yih-Kuen Jan, Chih-Yang Lin, Fu-Yu Lin, Ben-Yi Liau, Jen-Yung Tsai, Peter Ardhianto, Yori Pusparani, Chi-Wen Lung
Frontiers in Bioengineering and Biotechnology.2023;[Epub]     CrossRef
Current Trends of Artificial Intelligence Assisted Spine Surgery: A Systematic Review
Wongthawat Liawrungrueang, Sung Tan Cho, Peem Sarasombath, Inhee Kim, Jin Hwan Kim
Asian Spine Journal.2023;[Epub]     CrossRef
AI MSK clinical applications: spine imaging
Florian A. Huber, Roman Guggenberger
Skeletal Radiology.2022; 51(2): 279.     CrossRef
Comparison of manual versus automated measurement of Cobb angle in idiopathic scoliosis based on a deep learning keypoint detection technology
Yu Sun, Yaozhong Xing, Zian Zhao, Xianglong Meng, Gang Xu, Yong Hai
European Spine Journal.2022; 31(8): 1969.     CrossRef
Novel Magnetic Resonance Imaging Tools for the Diagnosis of Degenerative Disc Disease: A Narrative Review
Carlo A. Mallio, Gianluca Vadalà, Fabrizio Russo, Caterina Bernetti, Luca Ambrosio, Bruno Beomonte Zobel, Carlo C. Quattrocchi, Rocco Papalia, Vincenzo Denaro
Diagnostics.2022; 12(2): 420.     CrossRef
A Narrative Review on the Application of Artificial Intelligence on the Diagnosis and Outcome Prediction for Spinal Diseases
Sung Hoon Choi, Jonghun Yoon, Ye-Soo Park
Journal of the Korean Orthopaedic Association.2022; 57(2): 95.     CrossRef
Explainable AI (XAI) Applied in Machine Learning for Pain Modeling: A Review
Ravichandra Madanu, Maysam F. Abbod, Fu-Jung Hsiao, Wei-Ta Chen, Jiann-Shing Shieh
Technologies.2022; 10(3): 74.     CrossRef
Convolutional Neural Networks in Spinal Magnetic Resonance Imaging: A Systematic Review
David Baur, Katharina Kroboth, Christoph-Eckhard Heyde, Anna Voelker
World Neurosurgery.2022; 166: 60.     CrossRef
Comparison of Concordance between Chuna Manual Therapy Diagnostic Methods (Palpation, X-ray, Artificial Intelligence Program) in Lumbar Spine: An Exploratory, Cross-Sectional Clinical Study
Jin-Hyun Lee, Hyeonjun Woo, Jun-Su Jang, Joong Il Kim, Young Cheol Na, Kwang-Ryeol Kim, Eunbyul Cho, Jung-Han Lee, Tae-Yong Park
Diagnostics.2022; 12(11): 2732.     CrossRef
Nerve recognition in percutaneous transforaminal endoscopic discectomy using convolutional neural network
Peng Cui, Tao Shu, Jun Lei, Wenxi Chen
Medical Physics.2021; 48(5): 2279.     CrossRef
Machine Learning Applied to Low Back Pain Rehabilitation – A Systematic Review
Paula Amorim, João Ruivo Paulo, Paula Alexandra Silva, Paulo Peixoto, Miguel Castelo-Branco, Henrique Martins
International Journal of Digital Health.2021; 1(1): 10.     CrossRef
Fatty infiltration in cervical flexors and extensors in patients with degenerative cervical myelopathy using a multi-muscle segmentation model
Monica Paliwal, Kenneth A. Weber, Andrew C. Smith, James M. Elliott, Fauziyya Muhammad, Nader S. Dahdaleh, Jerzy Bodurka, Yasin Dhaher, Todd B. Parrish, Sean Mackey, Zachary A. Smith, Jonathan H Sherman
PLOS ONE.2021; 16(6): e0253863.     CrossRef
The measurement of Cobb angle based on spine X-ray images using multi-scale convolutional neural network
Jun Liu, Chen Yuan, Xiaoxue Sun, Lechan Sun, Hua Dong, Yun Peng
Physical and Engineering Sciences in Medicine.2021; 44(3): 809.     CrossRef
Multi-muscle deep learning segmentation to automate the quantification of muscle fat infiltration in cervical spine conditions
Kenneth A. Weber, Rebecca Abbott, Vivie Bojilov, Andrew C. Smith, Marie Wasielewski, Trevor J. Hastie, Todd B. Parrish, Sean Mackey, James M. Elliott
Scientific Reports.2021;[Epub]     CrossRef
Lumbar Disc Herniation Automatic Detection in Magnetic Resonance Imaging Based on Deep Learning
Jen-Yung Tsai, Isabella Yu-Ju Hung, Yue Leon Guo, Yih-Kuen Jan, Chih-Yang Lin, Tiffany Ting-Fang Shih, Bang-Bin Chen, Chi-Wen Lung
Frontiers in Bioengineering and Biotechnology.2021;[Epub]     CrossRef
Machine learning approaches applied in spinal pain research
Deborah Falla, Valter Devecchi, David Jiménez-Grande, David Rügamer, Bernard X.W. Liew
Journal of Electromyography and Kinesiology.2021; 61: 102599.     CrossRef
Artificial Intelligence and Computer Vision in Low Back Pain: A Systematic Review
Federico D’Antoni, Fabrizio Russo, Luca Ambrosio, Luca Vollero, Gianluca Vadalà, Mario Merone, Rocco Papalia, Vincenzo Denaro
International Journal of Environmental Research and Public Health.2021; 18(20): 10909.     CrossRef
Optimal machine learning methods for radiomic prediction models: Clinical application for preoperative T2*‐weighted images of cervical spondylotic myelopathy
Meng‐Ze Zhang, Han‐Qiang Ou‐Yang, Liang Jiang, Chun‐Jie Wang, Jian‐Fang Liu, Dan Jin, Ming Ni, Xiao‐Guang Liu, Ning Lang, Hui‐Shu Yuan
JOR SPINE.2021;[Epub]     CrossRef
Diagnosis and treatment of congenital scoliosis
Kun-Bo Park
Journal of the Korean Medical Association.2021; 64(11): 728.     CrossRef