Prognosticating Lumbar Spinal Surgery Outcomes for Low Back Pain and Sciatica Patients by Utilizing Preoperative Assessments from Western and Eastern Medicine and Multimodal Fusion Learning Techniques

Author:

Chen Li-Chin1ORCID,Lai Jung-Nien2ORCID,Lin Hung-En3ORCID,Chen Hsien-Te4ORCID,Hung Kuo-Hsuan1ORCID,Tsao Yu1ORCID

Affiliation:

1. Research Center for Information Technology Innovation, Academia Sinica, Taiwan

2. Department of Chinese Medicine, China Medical University Hospital, Taiwan and School of Chinese Medicine, College of Chinese Medicine, China Medical University, Taiwan

3. Department of Chinese Medicine, China Medical University Hospital, Taiwan

4. Department of Orthopedic Surgery, China Medical University Hospital, Taiwan and Department of Sports Medicine, College of Health Care, China Medical University, Taiwan

Publisher

ACM

Reference24 articles.

1. Treatment Options for Failed Back Surgery Syndrome Patients With Refractory Chronic Pain: An Evidence Based Approach

2. Pradeep K Atrey, M Anwar Hossain, Abdulmotaleb El Saddik, and Mohan S Kankanhalli. 2010. Multimodal fusion for multimedia analysis: a survey. Multimedia systems 16, 6 (2010), 345–379.

3. Khaled Bayoudh, Raja Knani, Fayçal Hamdaoui, and Abdellatif Mtibaa. 2021. A survey on deep multimodal learning for computer vision: advances, trends, applications, and datasets. The Visual Computer (2021), 1–32.

4. Ian A Bernstein, Qudsia Malik, Serena Carville, and Stephen Ward. 2017. Low back pain and sciatica: summary of NICE guidance. BMJ 356 (2017).

5. Chin-wern Chan and Philip Peng. 2011. Failed back surgery syndrome. Pain medicine 12, 4 (2011), 577–606.

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