This paper is in the following e-collection/theme issue:

Machine Learning (1436) Imaging Informatics (190) Decision Support for Health Professionals (1164)

Published on in Vol 9, No 5 (2021): May

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/14755, first published .
Automatically Diagnosing Disk Bulge and Disk Herniation With Lumbar Magnetic Resonance Images by Using Deep Convolutional Neural Networks: Method Development Study

Automatically Diagnosing Disk Bulge and Disk Herniation With Lumbar Magnetic Resonance Images by Using Deep Convolutional Neural Networks: Method Development Study

Automatically Diagnosing Disk Bulge and Disk Herniation With Lumbar Magnetic Resonance Images by Using Deep Convolutional Neural Networks: Method Development Study

Authors of this article:

Qiong Pan1, 2 Author Orcid Image ;   Kai Zhang3, 4 Author Orcid Image ;   Lin He3 Author Orcid Image ;   Zhou Dong5 Author Orcid Image ;   Lei Zhang3 Author Orcid Image ;   Xiaohang Wu6 Author Orcid Image ;   Yi Wu7 Author Orcid Image ;   Yanjun Gao8 Author Orcid Image
Article Authors Cited by (19) Tweetations (1) Metrics

Journals

  1. Hui S, Dong L, Zhang K, Nie Z, Jiang X, Li H, Hou Z, Ding J, Wang Y, Li D. Noninvasive identification of Benign and malignant eyelid tumors using clinical images via deep learning system. Journal of Big Data 2022;9(1) View
  2. Sustersic T, Rankovic V, Milovanovic V, Kovacevic V, Rasulic L, Filipovic N. A Deep Learning Model for Automatic Detection and Classification of Disc Herniation in Magnetic Resonance Images. IEEE Journal of Biomedical and Health Informatics 2022;26(12):6036 View
  3. Kim J, Lee S, Jung H, Shim B, Hou J, Kwon Y. Development and Validation of Deep Learning-Based Algorithms for Predicting Lumbar Herniated Nucleus Pulposus Using Lumbar X-rays. Journal of Personalized Medicine 2022;12(5):767 View
  4. D’Antoni F, Russo F, Ambrosio L, Bacco L, Vollero L, Vadalà G, Merone M, Papalia R, Denaro V. Artificial Intelligence and Computer Aided Diagnosis in Chronic Low Back Pain: A Systematic Review. International Journal of Environmental Research and Public Health 2022;19(10):5971 View
  5. Zhou W, Dong L, Zhang K, Wang Q, Shao L, Yang Q, Liu Y, Fang L, Shi X, Zhang C, Zhang R, Li H, Wu H, Wei W. Deep Learning for Automatic Detection of Recurrent Retinal Detachment after Surgery Using Ultra‐Widefield Fundus Images: A Single‐Center Study. Advanced Intelligent Systems 2022;4(9) View
  6. Compte R, Granville Smith I, Isaac A, Danckert N, McSweeney T, Liantis P, Williams F. Are current machine learning applications comparable to radiologist classification of degenerate and herniated discs and Modic change? A systematic review and meta-analysis. European Spine Journal 2023;32(11):3764 View
  7. Valarmathi G, Nirmala Devi S. Automatic localization and classification of intervertebral disc herniation using hybrid classifier. Biomedical Signal Processing and Control 2023;86:105291 View
  8. Adibatti S, Sudhindra K, Manisha Shivaram J. Segmentation and classification of intervertebral disc using capsule stacked autoencoder. Biomedical Signal Processing and Control 2023;86:105311 View
  9. Zhang R, Dong L, Li R, Zhang K, Li Y, Zhao H, Shi J, Ge X, Xu X, Jiang L, Shi X, Zhang C, Zhou W, Xu L, Wu H, Li H, Yu C, Li J, Ma J, Wei W. Automatic retinoblastoma screening and surveillance using deep learning. British Journal of Cancer 2023;129(3):466 View
  10. Zhang K, Zhang Y, Ding Y, Wang M, Bai P, Wang X, Qin Z, Zhang X, Ma T, Hu F, Feng L, Wei W, Li P. Anatomical sites identification in both ordinary and capsule gastroduodenoscopy via deep learning. Biomedical Signal Processing and Control 2024;90:105911 View
  11. Du K, Dong L, Zhang K, Guan M, Chen C, Xie L, Kong W, Li H, Zhang R, Zhou W, Wu H, Dong H, Wei W. Deep learning system for screening AIDS-related cytomegalovirus retinitis with ultra-wide-field fundus images. Heliyon 2024;10(10):e30881 View
  12. Kalanjiyam G, Chandramohan T, Raman M, Kalyanasundaram H. Artificial intelligence: a new cutting-edge tool in spine surgery. Asian Spine Journal 2024;18(3):458 View
  13. Hai J, Chen J, Qiao K, Su Z, Lu H, Yan B. Policy Learning for Actively Labeled Sample Selection on Lumbar Semi-supervised Classification. Journal of Imaging Informatics in Medicine 2024 View
  14. Tan D, Nisar H, Yeap K, Dakulagi V, Amin M. Lumbar intervertebral disc detection and classification with novel deep learning models. Journal of King Saud University - Computer and Information Sciences 2024;36(7):102148 View
  15. Zhang H, Zhang K, Wang J, Yu S, Li Z, Yin S, Zhu J, Wei W. Quickly diagnosing Bietti crystalline dystrophy with deep learning. iScience 2024;27(9):110579 View
  16. Liawrungrueang W, Park J, Cholamjiak W, Sarasombath P, Riew K. Artificial Intelligence-Assisted MRI Diagnosis in Lumbar Degenerative Disc Disease: A Systematic Review. Global Spine Journal 2024 View

Books/Policy Documents

  1. Geroski T, Ranković V, Milovanović V, Kovačević V, Rasulić L, Filipović N. Applied Artificial Intelligence 2: Medicine, Biology, Chemistry, Financial, Games, Engineering. View