Automatic Segmentation of the Cerebral Falx and Adjacent Gyri in 2D Ultrasound Images

被引：5
|
作者：
Nitsch, Jennifer [1 ,2 ]
Klein, Jan [1 ]
Miller, Dorothea [2 ]
Sure, Ulrich [2 ]
Hahn, Horst K. [1 ]
机构：
[1] Fraunhofer MEVIS, Inst Med Image Comp, Bremen, Germany
[2] Univ Clin Essen, Dept Neurosurg, Essen, Germany
来源：
BILDVERARBEITUNG FUR DIE MEDIZIN 2015: ALGORITHMEN - SYSTEME - ANWENDUNGEN | 2015年
关键词：
REGISTRATION; MRI;
D O I：
10.1007/978-3-662-46224-9_50
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
We present an automatic segmentation of the cerebral falx and adjacent gyri (perifalcine region) for B-mode 2D ultrasound (US) images. The movement of brain tissue during neurosurgery reduces the accuracy of navigation systems which provide image guidance based on preoperative MRI (preMRI). Thus, the segmentation of the falx and its adjoining gyri in navigated, intraoperative US (iUS) may be used to improve navigation within preMRI scans by providing additional, spatially updated image information of the patient's brain. The segmentation was tested on 50 2D US images and achieved on average a Dice coefficient of 0.79, a Hausdorff distance of 1.56 mm, and a Jaccard index of 0.64.
引用
收藏
页码：287 / 292
页数：6
相关论文
共 50 条
  • [1] 2D PCA for Automatic Segmentation of the Prostate in Ultrasound Images
    Cosio, F. Arambula
    Fanti, Zian
    Robles, F. Torres
    [J]. 16TH INTERNATIONAL SYMPOSIUM ON MEDICAL INFORMATION PROCESSING AND ANALYSIS, 2020, 11583
  • [2] Automatic lesion detection and segmentation algorithm on 2D breast ultrasound images
    Yu, Donghoon
    Lee, Sooyeul
    Lee, Jeong Won
    Kim, Seunghwan
    [J]. MEDICAL IMAGING 2011: COMPUTER-AIDED DIAGNOSIS, 2011, 7963
  • [3] An Automatic 2D CAD Algorithm for the Segmentation of the IMT in Ultrasound Carotid Artery Images
    Ilea, Dana E.
    Whelan, Paul F.
    Brown, Catherine
    Stanton, Alice
    [J]. 2009 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-20, 2009, : 515 - +
  • [4] Prostate segmentation from 2D ultrasound images
    Ladak, HM
    Mao, F
    Wang, YQ
    Downey, DB
    Steinman, DA
    Fenster, A
    [J]. PROCEEDINGS OF THE 22ND ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-4, 2000, 22 : 3188 - 3191
  • [5] Automatic Shadow Detection in 2D Ultrasound Images
    Meng, Qingjie
    Baumgartner, Christian
    Sinclair, Matthew
    Housden, James
    Rajchl, Martin
    Gomez, Alberto
    Hou, Benjamin
    Toussaint, Nicolas
    Zimmer, Veronika
    Tan, Jeremy
    Matthew, Jacqueline
    Rueckert, Daniel
    Schnabel, Julia
    Kainz, Bernhard
    [J]. DATA DRIVEN TREATMENT RESPONSE ASSESSMENT AND PRETERM, PERINATAL, AND PAEDIATRIC IMAGE ANALYSIS, 2018, 11076 : 66 - 75
  • [6] The validation of a prostate segmentation algorithm for 2D ultrasound images
    Abolmaesumi, P
    Sirouspour, MR
    [J]. CARS 2004: COMPUTER ASSISTED RADIOLOGY AND SURGERY, PROCEEDINGS, 2004, 1268 : 1248 - 1248
  • [7] Prostate boundary segmentation from 2D ultrasound images
    Ladak, HM
    Mao, F
    Wang, YQ
    Downey, DB
    Steinman, DA
    Fenster, A
    [J]. MEDICAL PHYSICS, 2000, 27 (08) : 1777 - 1788
  • [8] Semi-automatic detection and segmentation algorithm of saccular aneurysms in 2D cerebral DSA images
    Sulayman, Nisreen
    Al-Mawaldi, Moustafa
    Kanafani, Qosai
    [J]. EGYPTIAN JOURNAL OF RADIOLOGY AND NUCLEAR MEDICINE, 2016, 47 (03): : 859 - 865
  • [9] Segmentation of Cerebral Gyri in the Sectioned Images by Referring to Volume Model
    Park, Jin Seo
    Chung, Min Suk
    Chi, Je-Geun
    Park, Hyo Seok
    Shin, Dong Sun
    [J]. JOURNAL OF KOREAN MEDICAL SCIENCE, 2010, 25 (12) : 1710 - 1715
  • [10] Neural Architecture Search for Placenta Segmentation in 2D Ultrasound Images
    Antonio Fuentes-Tomas, Jose
    Gabriel Acosta-Mesa, Hector
    Mezura-Montes, Efren
    Hernandez Jimenez, Rodolfo
    [J]. ADVANCES IN COMPUTATIONAL INTELLIGENCE. MICAI 2023 INTERNATIONAL WORKSHOPS, 2024, 14502 : 397 - 408
12345