OCT-OCTA segmentation: A novel framework and an application to segment Bruch’s Membrane in the presence of Drusen

Julia Schottenhamml; Eric M. Moult; Eduardo A. Novais; Martin F. Kraus; Byung Kun Lee; Woo Jhon Choi; Stefan B. Ploner; Lennart Husvogt; Chen D. Lu; Patrick Yiu; Philip J. Rosenfeld; Jay S. Duker; Andreas K. Maier; Nadia Waheed; James G. Fujimoto

doi:10.1007/978-3-662-56537-7_76

OCT-OCTA segmentation: A novel framework and an application to segment Bruch’s Membrane in the presence of Drusen

Julia Schottenhamml, Eric M. Moult, Eduardo A. Novais, Martin F. Kraus, Byung Kun Lee, Woo Jhon Choi, Stefan B. Ploner, Lennart Husvogt, Chen D. Lu, Patrick Yiu, Philip J. Rosenfeld, Jay S. Duker, Andreas K. Maier, Nadia Waheed, James G. Fujimoto

Ophthalmology

Research output: Contribution to journal › Conference article › peer-review

2 Scopus citations

Abstract

In this work, a novel paradigm for segmenting optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) is presented [1]. Since it uses OCT and OCTA information jointly it is called “OCT-OCTA segmentation” and its usefulness is demonstrated by segmenting the Bruch’s Membrane (BM) in the presence of drusen. Therefore a fully automatic graph-cut algorithm was developed and evaluated by comparing the automatic segmentation results with manual segmentation in 7 eyes (6 patients; 73.8 ± 5.7 y/o) with nascent geographic atrophy and/or drusen associated geographic atrophy.

Original language	English (US)
Number of pages	1
Journal	Informatik aktuell
Issue number	211279
DOIs	https://doi.org/10.1007/978-3-662-56537-7_76
State	Published - 2018
Event	Workshop on Bildverarbeitung fur die Medizin, 2018 - Erlangen, Germany Duration: Mar 11 2018 → Mar 13 2018

ASJC Scopus subject areas

Modeling and Simulation

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Schottenhamml, J., Moult, E. M., Novais, E. A., Kraus, M. F., Lee, B. K., Choi, W. J., Ploner, S. B., Husvogt, L., Lu, C. D., Yiu, P., Rosenfeld, P. J., Duker, J. S., Maier, A. K., Waheed, N., & Fujimoto, J. G. (2018). OCT-OCTA segmentation: A novel framework and an application to segment Bruch’s Membrane in the presence of Drusen. Informatik aktuell, (211279). https://doi.org/10.1007/978-3-662-56537-7_76

OCT-OCTA segmentation : A novel framework and an application to segment Bruch’s Membrane in the presence of Drusen. / Schottenhamml, Julia; Moult, Eric M.; Novais, Eduardo A.; Kraus, Martin F.; Lee, Byung Kun; Choi, Woo Jhon; Ploner, Stefan B.; Husvogt, Lennart; Lu, Chen D.; Yiu, Patrick; Rosenfeld, Philip J.; Duker, Jay S.; Maier, Andreas K.; Waheed, Nadia; Fujimoto, James G.

In: Informatik aktuell, No. 211279, 2018.

Research output: Contribution to journal › Conference article › peer-review

Schottenhamml, J, Moult, EM, Novais, EA, Kraus, MF, Lee, BK, Choi, WJ, Ploner, SB, Husvogt, L, Lu, CD, Yiu, P, Rosenfeld, PJ, Duker, JS, Maier, AK, Waheed, N & Fujimoto, JG 2018, 'OCT-OCTA segmentation: A novel framework and an application to segment Bruch’s Membrane in the presence of Drusen', Informatik aktuell, no. 211279. https://doi.org/10.1007/978-3-662-56537-7_76

Schottenhamml, Julia ; Moult, Eric M. ; Novais, Eduardo A. ; Kraus, Martin F. ; Lee, Byung Kun ; Choi, Woo Jhon ; Ploner, Stefan B. ; Husvogt, Lennart ; Lu, Chen D. ; Yiu, Patrick ; Rosenfeld, Philip J. ; Duker, Jay S. ; Maier, Andreas K. ; Waheed, Nadia ; Fujimoto, James G. / OCT-OCTA segmentation : A novel framework and an application to segment Bruch’s Membrane in the presence of Drusen. In: Informatik aktuell. 2018 ; No. 211279.

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title = "OCT-OCTA segmentation: A novel framework and an application to segment Bruch{\textquoteright}s Membrane in the presence of Drusen",

abstract = "In this work, a novel paradigm for segmenting optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) is presented [1]. Since it uses OCT and OCTA information jointly it is called “OCT-OCTA segmentation” and its usefulness is demonstrated by segmenting the Bruch{\textquoteright}s Membrane (BM) in the presence of drusen. Therefore a fully automatic graph-cut algorithm was developed and evaluated by comparing the automatic segmentation results with manual segmentation in 7 eyes (6 patients; 73.8 ± 5.7 y/o) with nascent geographic atrophy and/or drusen associated geographic atrophy.",

author = "Julia Schottenhamml and Moult, {Eric M.} and Novais, {Eduardo A.} and Kraus, {Martin F.} and Lee, {Byung Kun} and Choi, {Woo Jhon} and Ploner, {Stefan B.} and Lennart Husvogt and Lu, {Chen D.} and Patrick Yiu and Rosenfeld, {Philip J.} and Duker, {Jay S.} and Maier, {Andreas K.} and Nadia Waheed and Fujimoto, {James G.}",

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AU - Schottenhamml, Julia

AU - Moult, Eric M.

AU - Novais, Eduardo A.

AU - Kraus, Martin F.

AU - Lee, Byung Kun

AU - Choi, Woo Jhon

AU - Ploner, Stefan B.

AU - Husvogt, Lennart

AU - Lu, Chen D.

AU - Yiu, Patrick

AU - Rosenfeld, Philip J.

AU - Duker, Jay S.

AU - Maier, Andreas K.

AU - Waheed, Nadia

AU - Fujimoto, James G.

PY - 2018

Y1 - 2018

N2 - In this work, a novel paradigm for segmenting optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) is presented [1]. Since it uses OCT and OCTA information jointly it is called “OCT-OCTA segmentation” and its usefulness is demonstrated by segmenting the Bruch’s Membrane (BM) in the presence of drusen. Therefore a fully automatic graph-cut algorithm was developed and evaluated by comparing the automatic segmentation results with manual segmentation in 7 eyes (6 patients; 73.8 ± 5.7 y/o) with nascent geographic atrophy and/or drusen associated geographic atrophy.

AB - In this work, a novel paradigm for segmenting optical coherence tomography (OCT) and optical coherence tomography angiography (OCTA) is presented [1]. Since it uses OCT and OCTA information jointly it is called “OCT-OCTA segmentation” and its usefulness is demonstrated by segmenting the Bruch’s Membrane (BM) in the presence of drusen. Therefore a fully automatic graph-cut algorithm was developed and evaluated by comparing the automatic segmentation results with manual segmentation in 7 eyes (6 patients; 73.8 ± 5.7 y/o) with nascent geographic atrophy and/or drusen associated geographic atrophy.

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OCT-OCTA segmentation: A novel framework and an application to segment Bruch’s Membrane in the presence of Drusen

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