Lumbar spine segmentation in MR images: a dataset and a public benchmark

Authors: van der Graaf, Jasper W., van Hooff, Miranda L., Buckens, Constantinus F. M., Rutten, Matthieu, van Susante, Job L. C., Kroeze, Robert Jan, de Kleuver, Marinus, van Ginneken, Bram, Lessmann, Nikolas

Source: Scientific Data 11.1 (2024): 264

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2306.12217

AI-based lumbar central canal stenosis classification on sagittal MR images is comparable to experienced radiologists using axial images.

Authors: van der Graaf, Jasper W.^1,2 (AUTHOR) jasper.vandergraaf@radboudumc.nl, Brundel, Liron² (AUTHOR), van Hooff, Miranda L.^2,3 (AUTHOR), de Kleuver, Marinus² (AUTHOR), Lessmann, Nikolas¹ (AUTHOR), Maresch, Bas J.⁴ (AUTHOR), Vestering, Myrthe M.⁴ (AUTHOR), Spermon, Jacco⁴ (AUTHOR), van Ginneken, Bram¹ (AUTHOR), Rutten, Matthieu J. C. M.^1,5 (AUTHOR)

Source: European Radiology. Apr2025, Vol. 35 Issue 4, p2298-2306. 9p.

Segmentation of vertebrae and intervertebral discs in lumbar spine MR images with iterative instance segmentation
Medical Imaging 2022: Image Processing

Authors: van der Graaf, Jasper W., van Hooff, Miranda L., Buckens, Constantinus F. M., Lessmann, Nikolas

Source: Proceedings of SPIE, the International Society for Optical Engineering. 12032:120323I-120323I-5

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCCN900043719&indx=1&recIds=ETOCCN900043719

Development and validation of AI-based automatic measurement of coronal Cobb angles in degenerative scoliosis using sagittal lumbar MRI.

Authors: van der Graaf, Jasper W.^1,2 (AUTHOR) jasper.vandergraaf@gmail.com, van Hooff, Miranda L.^2,3 (AUTHOR), van Ginneken, Bram¹ (AUTHOR), Huisman, Merel⁴ (AUTHOR), Rutten, Matthieu^1,5 (AUTHOR), Lamers, Dominique² (AUTHOR), Lessmann, Nikolas¹ (AUTHOR), de Kleuver, Marinus² (AUTHOR)

Source: European Radiology. Sep2024, Vol. 34 Issue 9, p5748-5757. 10p.

Subject Terms: *MAGNETIC resonance imaging, *INTRACLASS correlation, *INTERVERTEBRAL disk, *DEEP learning, *ARTIFICIAL intelligence

Lumbar spine segmentation in MR images: a dataset and a public benchmark.

Authors: van der Graaf, Jasper W., van Hooff, Miranda L., Buckens, Constantinus F. M., Rutten, Matthieu, van Susante, Job L. C., Kroeze, Robert Jan, de Kleuver, Marinus, van Ginneken, Bram, Lessmann, Nikolas

Source: Scientific Data; 3/2/2024, Vol. 11 Issue 1, p1-9, 9p

Subject Terms: MAGNETIC resonance imaging, SPINAL canal, IMAGE segmentation, INTERVERTEBRAL disk, LUMBAR pain, LUMBAR vertebrae

MRI image features with an evident relation to low back pain: a narrative review.

Authors: van der Graaf, Jasper W.^1,2 (AUTHOR) Jasper.vandergraaf@radboudumc.nl, Kroeze, Robert Jan³ (AUTHOR), Buckens, Constantinus F. M.⁴ (AUTHOR), Lessmann, Nikolas¹ (AUTHOR), van Hooff, Miranda L.^2,5 (AUTHOR)

Source: European Spine Journal. May2023, Vol. 32 Issue 5, p1830-1841. 12p. 1 Diagram, 4 Charts.

Subject Terms: *LUMBAR pain, *MAGNETIC resonance imaging, *SPINAL stenosis

Reproducibility of 2D and 3D Ramus Height Measurements in Facial Asymmetry.

Authors: van Bakelen, Nicolaas B.¹ (AUTHOR) jasper.vandergraaf@radboudumc.nl, van der Graaf, Jasper W.¹ (AUTHOR), Kraeima, Joep¹ (AUTHOR), Spijkervet, Frederik K. L.¹ (AUTHOR)

Source: Journal of Personalized Medicine. Jul2022, Vol. 12 Issue 7, p1181-1181. 11p.

Subject Terms: *HEIGHT measurement, *SHEAR waves, *INTER-observer reliability, *ORTHOGNATHIC surgery, *CONE beam computed tomography, *PANORAMIC radiography

Segmentation of vertebrae and intervertebral discs in lumbar spine MR images with iterative instance segmentation

Authors: Colliot, Olivier, Išgum, Ivana, van der Graaf, Jasper W., van Hooff, Miranda L., Buckens, Constantinus F. M., Lessmann, Nikolas

Source: Proceedings of SPIE; April 2022, Vol. 12032 Issue: 1 p120323I-120323I-5, 1082913p

Segmentation of vertebrae and intervertebral discs in lumbar spine MR images with iterative instance segmentation.

Authors: van der Graaf, Jasper W., van Hooff, Miranda L., Buckens, Constantinus F. M., Lessmann, Nikolas

Source: Proceedings of SPIE; 12/30/2021, Vol. 12032, p120323I-120323I-5, 1p