Works matching IS 09406719 AND DT 2022 AND VI 31 AND IP 8

Results: 22

Announcement.

Published in:: European Spine Journal, 2022, v. 31, n. 8, p. 2165, doi. 10.1007/s00586-022-07328-2
Publication type:: Article

An externally validated deep learning model for the accurate segmentation of the lumbar paravertebral muscles.

Published in:

2022

By:

Niemeyer, Frank;
Zanker, Annika;
Jonas, René;
Tao, Youping;
Galbusera, Fabio;
Wilke, Hans-Joachim

Publication type:

journal article

Artificial intelligence, big data and precision spine care: a trend or the holy grail?

Published in:

2022

By:

Samartzis, Dino;
Galbusera, Fabio;
Wilke, Hans-Joachim

Publication type:

Editorial

External validation of the deep learning system "SpineNet" for grading radiological features of degeneration on MRIs of the lumbar spine.

Published in:

2022

By:

Grob, Alexandra;
Loibl, Markus;
Jamaludin, Amir;
Winklhofer, Sebastian;
Fairbank, Jeremy C. T.;
Fekete, Tamás;
Porchet, François;
Mannion, Anne F.

Publication type:

journal article

Can artificial intelligence support or even replace physicians in measuring sagittal balance? A validation study on preoperative and postoperative full spine images of 170 patients.

Published in:

2022

By:

Grover, Priyanka;
Siebenwirth, Jakob;
Caspari, Christina;
Drange, Steffen;
Dreischarf, Marcel;
Le Huec, Jean-Charles;
Putzier, Michael;
Franke, Jörg

Publication type:

journal article

Performance of hybrid artificial intelligence in determining candidacy for lumbar stenosis surgery.

Published in:

2022

By:

Mourad, Raphael;
Kolisnyk, Serhii;
Baiun, Yurii;
Falk, Alessandra;
Yuriy, Titenkov;
Valerii, Frolov;
Kopeev, Aleksey;
Suldina, Olga;
Pospelov, Andrey;
Kim, Jack;
Rusakov, Andrej;
Lebl, Darren R.

Publication type:

journal article

Development of a machine-learning based model for predicting multidimensional outcome after surgery for degenerative disorders of the spine.

Published in:

2022

By:

Müller, D.;
Haschtmann, D.;
Fekete, T. F.;
Kleinstück, F.;
Reitmeir, R.;
Loibl, M.;
O'Riordan, D.;
Porchet, F.;
Jeszenszky, D.;
Mannion, A. F.

Publication type:

journal article

A deep learning framework for vertebral morphometry and Cobb angle measurement with external validation.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 2115, doi. 10.1007/s00586-022-07245-4

By:

Alukaev, Danis;
Kiselev, Semen;
Mustafaev, Tamerlan;
Ainur, Ahatov;
Ibragimov, Bulat;
Vrtovec, Tomaž

Publication type:

Article

Artificial intelligence in predicting early-onset adjacent segment degeneration following anterior cervical discectomy and fusion.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 2104, doi. 10.1007/s00586-022-07238-3

By:

Rudisill, Samuel S.;
Hornung, Alexander L.;
Barajas, J. Nicolás;
Bridge, Jack J.;
Mallow, G. Michael;
Lopez, Wylie;
Sayari, Arash J.;
Louie, Philip K.;
Harada, Garrett K.;
Tao, Youping;
Wilke, Hans-Joachim;
Colman, Matthew W.;
Phillips, Frank M.;
An, Howard S.;
Samartzis, Dino

Publication type:

Article

Automatic recognition of whole-spine sagittal alignment and curvature analysis through a deep learning technique.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 2092, doi. 10.1007/s00586-022-07189-9

By:

Weng, Chi-Hung;
Huang, Yu-Jui;
Fu, Chen-Ju;
Yeh, Yu-Cheng;
Yeh, Chao-Yuan;
Tsai, Tsung-Ting

Publication type:

Article

Machine learning versus logistic regression for prognostic modelling in individuals with non-specific neck pain.

Published in:

2022

By:

Liew, Bernard X. W.;
Kovacs, Francisco M.;
Rügamer, David;
Royuela, Ana

Publication type:

journal article

Artificial intelligence in spine care: current applications and future utility.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 2057, doi. 10.1007/s00586-022-07176-0

By:

Hornung, Alexander L.;
Hornung, Christopher M.;
Mallow, G. Michael;
Barajas, J. Nicolás;
Rush III, Augustus;
Sayari, Arash J.;
Galbusera, Fabio;
Wilke, Hans-Joachim;
Colman, Matthew;
Phillips, Frank M.;
An, Howard S.;
Samartzis, Dino

Publication type:

Article

Using hierarchical unsupervised learning to integrate and reduce multi-level and multi-paraspinal muscle MRI data in relation to low back pain.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 2046, doi. 10.1007/s00586-022-07169-z

By:

Torres-Espin, Abel;
Keller, Anastasia;
Johnson, Gabriel T. A.;
Fields, Aaron J.;
Krug, Roland;
Ferguson, Adam R.;
Hargens, Alan R.;
O'Neill, Conor W.;
Lotz, Jeffrey C.;
Bailey, Jeannie F.

Publication type:

Article

Spinopelvic measurements of sagittal balance with deep learning: systematic review and critical evaluation.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 2031, doi. 10.1007/s00586-022-07155-5

By:

Vrtovec, Tomaž;
Ibragimov, Bulat

Publication type:

Article

A deep learning-based method for the diagnosis of vertebral fractures on spine MRI: retrospective training and validation of ResNet.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 2022, doi. 10.1007/s00586-022-07121-1

By:

Yeh, Lee-Ren;
Zhang, Yang;
Chen, Jeon-Hor;
Liu, Yan-Lin;
Wang, An-Chi;
Yang, Jie-Yu;
Yeh, Wei-Cheng;
Cheng, Chiu-Shih;
Chen, Li-Kuang;
Su, Min-Ying

Publication type:

Article

Artificial intelligence and spine imaging: limitations, regulatory issues and future direction.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 2007, doi. 10.1007/s00586-021-07108-4

By:

Hornung, Alexander L.;
Hornung, Christopher M.;
Mallow, G. Michael;
Barajas, J. Nicolas;
Espinoza Orías, Alejandro A.;
Galbusera, Fabio;
Wilke, Hans-Joachim;
Colman, Matthew;
Phillips, Frank M.;
An, Howard S.;
Samartzis, Dino

Publication type:

Article

Use of machine learning to model surgical decision-making in lumbar spine surgery.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 2000, doi. 10.1007/s00586-021-07104-8

By:

Xie, Nathan;
Wilson, Peter J.;
Reddy, Rajesh

Publication type:

Article

Identification of potentially painful disc fissures in magnetic resonance images using machine-learning modelling.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 1992, doi. 10.1007/s00586-021-07066-x

By:

Lagerstrand, Kerstin;
Hebelka, Hanna;
Brisby, Helena

Publication type:

Article

Use of machine learning to select texture features in investigating the effects of axial loading on T<sub>2</sub>-maps from magnetic resonance imaging of the lumbar discs.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 1979, doi. 10.1007/s00586-021-07036-3

By:

Abdollah, Vahid;
Parent, Eric C.;
Dolatabadi, Samin;
Marr, Erica;
Wachowicz, Keith;
Battié, Michele

Publication type:

Article

Comparison of manual versus automated measurement of Cobb angle in idiopathic scoliosis based on a deep learning keypoint detection technology.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 1969, doi. 10.1007/s00586-021-07025-6

By:

Sun, Yu;
Xing, Yaozhong;
Zhao, Zian;
Meng, Xianglong;
Xu, Gang;
Hai, Yong

Publication type:

Article

Learning-based fully automated prediction of lumbar disc degeneration progression with specified clinical parameters and preliminary validation.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 1960, doi. 10.1007/s00586-021-07020-x

By:

Cheung, Jason Pui Yin;
Kuang, Xihe;
Lai, Marcus Kin Long;
Cheung, Kenneth Man-Chee;
Karppinen, Jaro;
Samartzis, Dino;
Wu, Honghan;
Zhao, Fengdong;
Zheng, Zhaomin;
Zhang, Teng

Publication type:

Article

Machine learning-driven identification of novel patient factors for prediction of major complications after posterior cervical spinal fusion.

Published in:

European Spine Journal, 2022, v. 31, n. 8, p. 1952, doi. 10.1007/s00586-021-06961-7

By:

Shah, Akash A.;
Devana, Sai K.;
Lee, Changhee;
Bugarin, Amador;
Lord, Elizabeth L.;
Shamie, Arya N.;
Park, Don Y.;
van der Schaar, Mihaela;
SooHoo, Nelson F.

Publication type:

Article