Unsupervised Cross-Modality Domain Adaptation for Segmenting Vestibular Schwannoma and Cochlea with Data Augmentation and Model Ensemble [PDF]
Magnetic resonance images (MRIs) are widely used to quantify vestibular schwannoma and the cochlea. Recently, deep learning methods have shown state-of-the-art performance for segmenting these structures. However, training segmentation models may require manual labels in target domain, which is expensive and time-consuming.
arxiv
Quality of Life Outcomes in Vestibular Schwannoma: A Prospective Analysis of Treatment Modalities
One of the first prospective cohort studies looks at quality of life (QOL) outcomes for the three main treatment modalities for vestibular schwannoma. In our study, we found comparable long‐term disease‐specific QOL outcomes, which will allow clinicians to more accurately counsel patients before making life‐changing treatment decisions.
A. Hotchkies+14 more
wiley +1 more source
Introduction. Plexiform schwannoma is a rare variant of schwannoma that accounts for only 5% of all schwannomas. Herein, we present a rare case of plexiform schwannoma of the tongue in a pediatric patient with neurofibromatosis type 2 (NF2).
Samir M. Amer+4 more
doaj +1 more source
While both cochlear implants and bone conduction implants improve tinnitus symptoms, cochlear implants provide significantly greater suppression across multiple tinnitus severity measures and a higher cure rate, positioning it as the preferred option for tinnitus management in asymmetric hearing loss and single‐sided deafness patients.
Jae Sang Han+5 more
wiley +1 more source
Intradural angiomatous meningioma arising from a thoracic nerve root [PDF]
BACKGROUND: Spinal intradural meningiomas that arise purely from a nerve root without dural attachments are extremely rare. Spinal meningiomas arise from arachnoidal cap cells in the spinal canal, and growth of these tumors exerts pressure on the spinal ...
Domenicucci, Maurizio+5 more
core +1 more source
Automatic Segmentation of Vestibular Schwannoma from T2-Weighted MRI by Deep Spatial Attention with Hardness-Weighted Loss [PDF]
Automatic segmentation of vestibular schwannoma (VS) tumors from magnetic resonance imaging (MRI) would facilitate efficient and accurate volume measurement to guide patient management and improve clinical workflow. The accuracy and robustness is challenged by low contrast, small target region and low through-plane resolution.
arxiv +1 more source
An Unpaired Cross-modality Segmentation Framework Using Data Augmentation and Hybrid Convolutional Networks for Segmenting Vestibular Schwannoma and Cochlea [PDF]
The crossMoDA challenge aims to automatically segment the vestibular schwannoma (VS) tumor and cochlea regions of unlabeled high-resolution T2 scans by leveraging labeled contrast-enhanced T1 scans. The 2022 edition extends the segmentation task by including multi-institutional scans.
arxiv
The 3D‐exoscope is an innovative viewing platform in microsurgery with the potential of offering improved ergonomics and surgical performance. This prospective study systematically evaluated the ergonomic characteristics, visualization, and subjective performance of an exoscope system compared to the microscope in lateral skull base surgery (cochlear ...
Nicole Crimi+7 more
wiley +1 more source
Labyrinthine artery aneurysm as an internal auditory canal mass. [PDF]
We present the first case report of a labyrinthine artery aneurysm masquerading as an internal auditory canal tumor. A 72-year-old woman presented with sudden onset right facial paralysis, facial pain, hearing loss, and vertigo.
Brunberg, James+2 more
core +1 more source
Weakly Unsupervised Domain Adaptation for Vestibular Schwannoma Segmentation [PDF]
Vestibular schwannoma (VS) is a non-cancerous tumor located next to the ear that can cause hearing loss. Most brain MRI images acquired from patients are contrast-enhanced T1 (ceT1), with a growing interest in high-resolution T2 images (hrT2) to replace ceT1, which involves the use of a contrast agent.
arxiv