Automatic Segmentation of Hip Osteophytes in DXA Scans using U-Nets

Raja Ebsim; Ben Faber; Fiona Saunders; Monika Frysz; Jennifer S. Gregory; Nicholas C. Harvey; Jonathan H Tobias; Claudia Lindner; Timothy Cootes

doi:https://doi.org/10.1007/978-3- 031-16443-9_1

Automatic Segmentation of Hip Osteophytes in DXA Scans using U-Nets

Raja Ebsim, Ben Faber, Fiona Saunders, Monika Frysz, Jennifer S. Gregory, Nicholas C. Harvey, Jonathan H Tobias, Claudia Lindner, Timothy Cootes

Division of Informatics, Imaging & Data Sciences (L5)

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Original language	English
Title of host publication	Springer's Lecture Notes in Computer Science
Editors	Linwei Wang, Qi Dou, P Thomas Fletcher, Stefanie Speidel, Shuo Li
Pages	3-12
Volume	13435
ISBN (Electronic)	978-3-031-16443-9
DOIs	https://doi.org/10.1007/978-3- 031-16443-9_1
Publication status	Published - 16 Sept 2022

Publication series

Name	Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Lecture Notes in Computer Science
Volume	2

Keywords

few-shot
low-quality
mri
stroke lesion segmentation

Access to Document

https://doi.org/10.1007/978-3- 031-16443-9_1

MICCAI2022_Hip_osteophyte_segmentation_by_Unets_submitted_disclaimerSubmitted manuscript, 1.11 MB

Cite this

Ebsim, R., Faber, B., Saunders, F., Frysz, M., Gregory, J. S., Harvey, N. C., Tobias, J. H., Lindner, C., & Cootes, T. (2022). Automatic Segmentation of Hip Osteophytes in DXA Scans using U-Nets. In L. Wang, Q. Dou, P. T. Fletcher, S. Speidel, & S. Li (Eds.), Springer's Lecture Notes in Computer Science (Vol. 13435, pp. 3-12). (Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Lecture Notes in Computer Science; Vol. 2). https://doi.org/10.1007/978-3- 031-16443-9_1

Ebsim, Raja ; Faber, Ben ; Saunders, Fiona et al. / Automatic Segmentation of Hip Osteophytes in DXA Scans using U-Nets. Springer's Lecture Notes in Computer Science. editor / Linwei Wang ; Qi Dou ; P Thomas Fletcher ; Stefanie Speidel ; Shuo Li. Vol. 13435 2022. pp. 3-12 (Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Lecture Notes in Computer Science).

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title = "Automatic Segmentation of Hip Osteophytes in DXA Scans using U-Nets",

keywords = "few-shot, low-quality, mri, stroke lesion segmentation",

author = "Raja Ebsim and Ben Faber and Fiona Saunders and Monika Frysz and Gregory, {Jennifer S.} and Harvey, {Nicholas C.} and Tobias, {Jonathan H} and Claudia Lindner and Timothy Cootes",

year = "2022",

month = sep,

day = "16",

doi = "https://doi.org/10.1007/978-3- 031-16443-9_1",

language = "English",

isbn = "978-3-031-16442-2",

volume = "13435",

series = "Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Lecture Notes in Computer Science",

pages = "3--12",

editor = "Linwei Wang and Qi Dou and Fletcher, {P Thomas} and Stefanie Speidel and Shuo Li",

booktitle = "Springer's Lecture Notes in Computer Science",

}

Ebsim, R, Faber, B, Saunders, F, Frysz, M, Gregory, JS, Harvey, NC, Tobias, JH, Lindner, C & Cootes, T 2022, Automatic Segmentation of Hip Osteophytes in DXA Scans using U-Nets. in L Wang, Q Dou, PT Fletcher, S Speidel & S Li (eds), Springer's Lecture Notes in Computer Science. vol. 13435, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Lecture Notes in Computer Science, vol. 2, pp. 3-12. https://doi.org/10.1007/978-3- 031-16443-9_1

Automatic Segmentation of Hip Osteophytes in DXA Scans using U-Nets. / Ebsim, Raja; Faber, Ben; Saunders, Fiona et al.
Springer's Lecture Notes in Computer Science. ed. / Linwei Wang; Qi Dou; P Thomas Fletcher; Stefanie Speidel; Shuo Li. Vol. 13435 2022. p. 3-12 (Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Lecture Notes in Computer Science; Vol. 2).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Harvey, Nicholas C.

AU - Tobias, Jonathan H

AU - Lindner, Claudia

AU - Cootes, Timothy

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Y1 - 2022/9/16

KW - few-shot

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KW - mri

KW - stroke lesion segmentation

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T3 - Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Lecture Notes in Computer Science

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Ebsim R, Faber B, Saunders F, Frysz M, Gregory JS, Harvey NC et al. Automatic Segmentation of Hip Osteophytes in DXA Scans using U-Nets. In Wang L, Dou Q, Fletcher PT, Speidel S, Li S, editors, Springer's Lecture Notes in Computer Science. Vol. 13435. 2022. p. 3-12. (Medical Image Computing and Computer Assisted Intervention – MICCAI 2022. Lecture Notes in Computer Science). doi: https://doi.org/10.1007/978-3- 031-16443-9_1