Artificial intelligence and computer aided diagnosis in chronic low back pain: A systematic review

F D'Antoni, F Russo, L Ambrosio, L Bacco… - International journal of …, 2022 - mdpi.com
Low Back Pain (LBP) is currently the first cause of disability in the world, with a significant
socioeconomic burden. Diagnosis and treatment of LBP often involve a multidisciplinary …

Emerging trends and research foci of deep learning in spine: bibliometric and visualization study

K Chen, X Zhai, S Wang, X Li, Z Lu, D Xia, M Li - Neurosurgical Review, 2023 - Springer
As the cognition of spine develops, deep learning (DL) emerges as a powerful tool with
tremendous potential for advancing research in this field. To provide a comprehensive …

A deep learning method for foot progression angle detection in plantar pressure images

P Ardhianto, RBR Subiakto, CY Lin, YK Jan, BY Liau… - Sensors, 2022 - mdpi.com
Foot progression angle (FPA) analysis is one of the core methods to detect gait pathologies
as basic information to prevent foot injury from excessive in-toeing and out-toeing. Deep …

Automatic grading of disc herniation, central canal stenosis and nerve roots compression in lumbar magnetic resonance image diagnosis

ZH Su, J Liu, MS Yang, ZY Chen, K You… - Frontiers in …, 2022 - frontiersin.org
Aim Accurate severity grading of lumbar spine disease by magnetic resonance images
(MRIs) plays an important role in selecting appropriate treatment for the disease. However …

Lumbar spine disease detection: enhanced CNN model with improved classification accuracy

D Singh, J Singla, MKI Rahmani, S Ahmad… - IEEE …, 2023 - ieeexplore.ieee.org
Back pain is an issue affecting millions of people throughout the world. Research on back
pain root cause detection is immense. The lumbar spine is a lower back region of the …

Are current machine learning applications comparable to radiologist classification of degenerate and herniated discs and Modic change? A systematic review and …

R Compte, I Granville Smith, A Isaac, N Danckert… - European Spine …, 2023 - Springer
Introduction Low back pain is the leading contributor to disability burden globally. It is
commonly due to degeneration of the lumbar intervertebral discs (LDD). Magnetic …

A Comprehensive Systematic Review of YOLO for Medical Object Detection (2018 to 2023)

MG Ragab, SJ Abdulkader, A Muneer… - IEEE …, 2024 - ieeexplore.ieee.org
YOLO (You Only Look Once) is an extensively utilized object detection algorithm that has
found applications in various medical object detection tasks. This has been accompanied by …

Artificial Intelligence-Assisted MRI Diagnosis in Lumbar Degenerative Disc Disease: A Systematic Review

W Liawrungrueang, JB Park… - Global Spine …, 2024 - journals.sagepub.com
Study Design Systematic review. Objectives Lumbar degenerative disc disease (DDD)
poses a significant global health care challenge, with accurate diagnosis being difficult …

Meddet: Generative adversarial distillation for efficient cervical disc herniation detection

Z Zhang, N Yi, S Tan, Y Cai, Y Yang, L Xu, Q Li… - arXiv preprint arXiv …, 2024 - arxiv.org
Cervical disc herniation (CDH) is a prevalent musculoskeletal disorder that significantly
impacts health and requires labor-intensive analysis from experts. Despite advancements in …

[PDF][PDF] A comprehensive systematic review of yolo for medical object detection (2018 to 2023)

R Qureshi, MG RAGAB, SJ ABDULKADER… - Authorea …, 2023 - techrxiv.org
ABSTRACT You Only Look Once (YOLO) is a popular object detection algorithm that has
been applied to a variety of medical object detection tasks. A systematic search was …