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1.
Sci Data ; 11(1): 496, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38750041

ABSTRACT

Meningiomas are the most common primary intracranial tumors and can be associated with significant morbidity and mortality. Radiologists, neurosurgeons, neuro-oncologists, and radiation oncologists rely on brain MRI for diagnosis, treatment planning, and longitudinal treatment monitoring. However, automated, objective, and quantitative tools for non-invasive assessment of meningiomas on multi-sequence MR images are not available. Here we present the BraTS Pre-operative Meningioma Dataset, as the largest multi-institutional expert annotated multilabel meningioma multi-sequence MR image dataset to date. This dataset includes 1,141 multi-sequence MR images from six sites, each with four structural MRI sequences (T2-, T2/FLAIR-, pre-contrast T1-, and post-contrast T1-weighted) accompanied by expert manually refined segmentations of three distinct meningioma sub-compartments: enhancing tumor, non-enhancing tumor, and surrounding non-enhancing T2/FLAIR hyperintensity. Basic demographic data are provided including age at time of initial imaging, sex, and CNS WHO grade. The goal of releasing this dataset is to facilitate the development of automated computational methods for meningioma segmentation and expedite their incorporation into clinical practice, ultimately targeting improvement in the care of meningioma patients.


Subject(s)
Magnetic Resonance Imaging , Meningeal Neoplasms , Meningioma , Meningioma/diagnostic imaging , Humans , Meningeal Neoplasms/diagnostic imaging , Male , Female , Image Processing, Computer-Assisted/methods , Middle Aged , Aged
3.
Clin Kidney J ; 11(4): 549-554, 2018 Aug.
Article in English | MEDLINE | ID: mdl-30094020

ABSTRACT

BACKGROUND: Several peritoneal dialysis catheter (PDC) placement techniques have been described. The objective of this study was to compare the fluoroscopy and ultrasound guidance technique with the laparoscopic technique. METHODS: We retrospectively reviewed the medical records of 260 patients who had their first PDC placed between January 2005 and June 2016. We compared the outcomes of the fluoroscopic and ultrasound-guided catheter placement technique (radiologic group, n = 50) with the laparoscopic catheter placement technique (laparoscopic group, n = 190). The primary endpoint was complication-free catheter survival at 365 days. Secondary endpoints were complication-free catheter survival at 90 days, overall catheter survival at 90 and 365 days, median days to first complication and median days to catheter removal. RESULTS: In the radiologic group, the complication-free catheter survival at 90 and 365 days was 64% and 48%, respectively, while in the laparoscopic group it was 71% (P = 0.374) and 53% (P = 0.494), respectively. Catheter malfunction was significantly higher in the laparoscopic group (30%) compared with the radiologic group (16%, P = 0.048). The overall catheter survival at 90 and 365 days was 76% and 52%, respectively, in the radiologic group, while in the laparoscopic group it was 88% (P = 0.0514) an 48% (P = 0.652), respectively. There was no significant difference in the median days to first complication and the median days to catheter removal between the two groups (P = 0.71). CONCLUSION: The technique of fluoroscopic and ultrasound-guided PDC placement is a clinically effective and safe alternative to laparoscopic catheter placement with similar survival and complication rates.

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