Dataset Information

An accurate interactive segmentation and volume calculation of orbital soft tissue for orbital reconstruction after enucleation.

ABSTRACT: BACKGROUND:Accurate measurement and reconstruction of orbital soft tissue is important to diagnosis and treatment of orbital diseases. This study applied an interactive graph cut method to orbital soft tissue precise segmentation and calculation in computerized tomography (CT) images, and to estimate its application in orbital reconstruction. METHODS:The interactive graph cut method was introduced to segment extraocular muscle and intraorbital fat in CT images. Intra- and inter-observer variability of tissue volume measured by graph cut segmentation was validated. Accuracy and reliability of the method was accessed by comparing with manual delineation and commercial medical image software. Intraorbital structure of 10 patients after enucleation surgery was reconstructed based on graph cut segmentation and soft tissue volume were compared within two different surgical techniques. RESULTS:Both muscle and fat tissue segmentation results of graph cut method showed good consistency with ground truth in phantom data. There were no significant differences in muscle calculations between observers or segmental methods (p?>?0.05). Graph cut results of fat tissue had coincidental variable trend with ground truth which could identify 0.1cm3 variation. The mean performance time of graph cut segmentation was significantly shorter than manual delineation and commercial software (p?

SUBMITTER: Ning Q

PROVIDER: S-EPMC6916112 | biostudies-literature | 2019 Dec

REPOSITORIES: biostudies-literature

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An accurate interactive segmentation and volume calculation of orbital soft tissue for orbital reconstruction after enucleation.

Ning Qingyao Q Yu Xiaoyao X Gao Qi Q Xie Jiajun J Yao Chunlei C Zhou Kun K Ye Juan J

BMC ophthalmology 20191216 1

<h4>Background</h4>Accurate measurement and reconstruction of orbital soft tissue is important to diagnosis and treatment of orbital diseases. This study applied an interactive graph cut method to orbital soft tissue precise segmentation and calculation in computerized tomography (CT) images, and to estimate its application in orbital reconstruction.<h4>Methods</h4>The interactive graph cut method was introduced to segment extraocular muscle and intraorbital fat in CT images. Intra- and inter-ob ...[more]

PMID: 31842802

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Project description:AimTo prospectively assess toxicities of curative-intent intensity-modulated conformal radiotherapy (IMRT) in patients with extremity soft tissue sarcomas (ESTS).MethodsData from 59 consecutive patients with ESTS between 2014 and 2019 were both retrospectively and prospectively analysed. Toxicity data were collected both by confidential mailed survey (39% completed) and medical charts, and graded according to CTCAE v5.0. Normal tissues dosimetric data (healthy soft tissue segment, joint and bone) were included. The healthy soft tissue segment was created by adding 5 cm on either side of the PTV on CT axial slices, the PTV and bone (and articulation if present) were then removed from the generated volume.ResultsIMRT was delivered post-operatively for nearly half of patients (n = 24, 41%), preoperatively for 18 (31%) and exclusively for 17 (28%; salvage: 13% or immediately inoperable: 15%). The median total dose delivered to the planned target volume (PTV) was 50.4 Gy (36-68 Gy) and 13 patients (22%) received a boost. With a median follow-up of 27 months (6-94 months), a total of 87 late effects were identified in 44/59 (75%) patients: 89% G1-2, and 11% G3-4. The main G1-2 toxicities were: functional limitation (36%), oedema (29%), gait disorders (20%), neurological disorders (20%) and chronic pain (32%). G3-4 toxicities were pain (n = 2), arterial stricture (n = 1) and a chronic wound requiring skin graft (n = 2). No bone fracture was observed. Quality of life was rated as good or very good in 70% patients who completed the survey. Larger (>3500 cm3) healthy soft tissue segment volume was associated with decreased late toxicities (p = 0.02). No other predictive factor of toxicity was identified. The 2-year rates of local control, overall survival and recurrence-free survival were 90%, 90% and 64%, respectively.ConclusionHealthy soft tissue segment volume influenced toxicity. Long-term prospective monitoring in a homogeneous population remains critical to assess the impact of IMRT induced chronic toxicity in ESTS patients. This should ideally lead to a validated normal tissue dose constraint (e.g.: healthy soft tissue segment volume > 3500 cm3) to recommend for practitioners to help reduce the late toxicity risk.

Dataset Information

An accurate interactive segmentation and volume calculation of orbital soft tissue for orbital reconstruction after enucleation.

Publications

An accurate interactive segmentation and volume calculation of orbital soft tissue for orbital reconstruction after enucleation.

Similar Datasets

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