Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation

Nassim Bouteldja; Mattias Paul Heinrich

Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation

Institute of Medical Informatics

Abstract

The contributions to this proceedings book show how new approaches and methods in medical engineering and medical informatics can advance medicine, health and health care. The papers focus on the following topics: Medical Image Processing, Medical Imaging, Signal Processing, Biomedical Optics, Biochemical Physics, Safety and Quality, E-Health.

Original language	English
Title of host publication	Student Conference Proceedings 2018: 7th Conference on Medical Engineering Science and 3rd Conference on Medical Informatics and 1st Conference on Biomediacal Engineering
Editors	Thorsten Buzug, Heinz Handels, Stephan Klein
Number of pages	4
Publisher	Infinite Science Publishing
Publication date	03.07.2018
Pages	229-232
ISBN (Print)	978-3-945954-47-8
Publication status	Published - 03.07.2018
Event	Student Conference 2018 - Universität zu Lübeck, Lübeck, Germany Duration: 07.02.2017 → 09.03.2018 http://www.bio-med-tec.de/studierendentagung/previous-conferences/student-conference-2018.html

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Bouteldja, N., & Heinrich, M. P. (2018). Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation. In T. Buzug, H. Handels, & S. Klein (Eds.), Student Conference Proceedings 2018: 7th Conference on Medical Engineering Science and 3rd Conference on Medical Informatics and 1st Conference on Biomediacal Engineering (pp. 229-232). (Student Conference Proceedings). Infinite Science Publishing. https://books.infinite-science.de/tagungsbaende/291/student-conference-proceedings-2018

Bouteldja, Nassim ; Heinrich, Mattias Paul. / Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation. Student Conference Proceedings 2018: 7th Conference on Medical Engineering Science and 3rd Conference on Medical Informatics and 1st Conference on Biomediacal Engineering. editor / Thorsten Buzug ; Heinz Handels ; Stephan Klein. Infinite Science Publishing, 2018. pp. 229-232 (Student Conference Proceedings).

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title = "Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation",

abstract = "The contributions to this proceedings book show how new approaches and methods in medical engineering and medical informatics can advance medicine, health and health care. The papers focus on the following topics: Medical Image Processing, Medical Imaging, Signal Processing, Biomedical Optics, Biochemical Physics, Safety and Quality, E-Health.",

author = "Nassim Bouteldja and Heinrich, {Mattias Paul}",

year = "2018",

month = jul,

day = "3",

language = "English",

isbn = "978-3-945954-47-8",

series = "Student Conference Proceedings",

publisher = "Infinite Science Publishing",

pages = "229--232",

editor = "Thorsten Buzug and Heinz Handels and Stephan Klein",

booktitle = "Student Conference Proceedings 2018: 7th Conference on Medical Engineering Science and 3rd Conference on Medical Informatics and 1st Conference on Biomediacal Engineering",

note = "Student Conference 2018 ; Conference date: 07-02-2017 Through 09-03-2018",

url = "http://www.bio-med-tec.de/studierendentagung/previous-conferences/student-conference-2018.html",

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Bouteldja, N & Heinrich, MP 2018, Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation. in T Buzug, H Handels & S Klein (eds), Student Conference Proceedings 2018: 7th Conference on Medical Engineering Science and 3rd Conference on Medical Informatics and 1st Conference on Biomediacal Engineering. Student Conference Proceedings, Infinite Science Publishing, pp. 229-232, Student Conference 2018, Lübeck, Schleswig-Holstein, Germany, 07.02.17. <https://books.infinite-science.de/tagungsbaende/291/student-conference-proceedings-2018>

Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation. / Bouteldja, Nassim; Heinrich, Mattias Paul.
Student Conference Proceedings 2018: 7th Conference on Medical Engineering Science and 3rd Conference on Medical Informatics and 1st Conference on Biomediacal Engineering. ed. / Thorsten Buzug; Heinz Handels; Stephan Klein. Infinite Science Publishing, 2018. p. 229-232 (Student Conference Proceedings).

Research output: Chapters in Books/Reports/Conference Proceedings › Conference contribution › peer-review

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T1 - Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation

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AB - The contributions to this proceedings book show how new approaches and methods in medical engineering and medical informatics can advance medicine, health and health care. The papers focus on the following topics: Medical Image Processing, Medical Imaging, Signal Processing, Biomedical Optics, Biochemical Physics, Safety and Quality, E-Health.

M3 - Conference contribution

SN - 978-3-945954-47-8

T3 - Student Conference Proceedings

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EP - 232

BT - Student Conference Proceedings 2018: 7th Conference on Medical Engineering Science and 3rd Conference on Medical Informatics and 1st Conference on Biomediacal Engineering

A2 - Buzug, Thorsten

A2 - Handels, Heinz

A2 - Klein, Stephan

PB - Infinite Science Publishing

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Bouteldja N, Heinrich MP. Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation. In Buzug T, Handels H, Klein S, editors, Student Conference Proceedings 2018: 7th Conference on Medical Engineering Science and 3rd Conference on Medical Informatics and 1st Conference on Biomediacal Engineering. Infinite Science Publishing. 2018. p. 229-232. (Student Conference Proceedings).

Deep 3D Encoder-Decoder Networks with Applications to Organ Segmentation

Abstract

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