ArticleChild's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery2011
MRI internal segmentation of optic pathway gliomas: clinical implementation of a novel algorithm.
Article in Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery, 2011. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Neurofibromatosis 1-associated optic pathway gliomas.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2020Article
- Visual function tests including the role of optical coherence tomography in neurofibromatosis 1.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2020Review
- Monitoring optic chiasmatic-hypothalamic glioma volumetric changes by MRI in children under clinical surveillance or chemotherapy.Child's nervous system : ChNS : official journal of the International Society for Pediatric Neurosurgery · 2019Article
- Surveillance magnetic resonance imaging for isolated optic pathway gliomas: is gadolinium necessary?Pediatric radiology · 2018Article
- Prechiasmatic transection of the optic nerve in optic nerve glioma: technical description and surgical outcome.Neurosurgical review · 2017Article
- Can we improve accuracy and reliability of MRI interpretation in children with optic pathway glioma? Proposal for a reproducible imaging classification.Neuroradiology · 2016Article
- Semiautomatic segmentation and follow-up of multicomponent low-grade tumors in longitudinal brain MRI studies.Medical physics · 2014Article
- Predicting pediatric optic pathway glioma progression using advanced magnetic resonance image analysis and machine learning.Neuro-oncology advancesArticle
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11 authors.
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Abstract
purposeOptic pathway gliomas (OPGs) are diagnosed based on typical MR features and require careful monitoring with serial MRI. Reliable, serial radiological comparison of OPGs is a difficult task, where accuracy becomes very important for clinical decisions on treatment initiation and results. Current radiological methodology usually includes linear measurements that are limited in terms of precision and reproducibility.
methodWe present a method that enables semiautomated segmentation and internal classification of OPGs using a novel algorithm. Our method begins with co-registration of the different sequences of an MR study so that T1 and T2 slices are realigned. The follow-up studies are then re-sliced according to the baseline study. The baseline tumor is segmented, with internal components classified into solid non-enhancing, solid-enhancing, and cystic components, and the volume is calculated. Tumor demarcation is then transferred onto the next study and the process repeated. Numerical values are correlated with clinical data such as treatment and visual ability.
resultsWe have retrospectively implemented our method on 24 MR studies of three OPG patients. Clinical case reviews are presented here. The volumetric results have been correlated with clinical data and their implications are also discussed.
conclusionsThe heterogeneity of OPGs, the long course, and the young age of the patients are all driving the demand for more efficient and accurate means of tumor follow-up. This method may allow better understanding of the natural history of the tumor and provide a more advanced means of treatment evaluation.
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