Cargando…

Classifying the Acquisition Sequence for Brain MRIs Using Neural Networks on Single Slices

Background Neural networks for analyzing MRIs are oftentimes trained on particular combinations of perspectives and acquisition sequences. Since real-world data are less structured and do not follow a standard denomination of acquisition sequences, this impedes the transition from deep learning rese...

Descripción completa

Detalles Bibliográficos
Autores principales:	Braeker, Norbert, Schmitz, Cornelia, Wagner, Natalie, Stanicki, Badrudin J, Schröder, Christina, Ehret, Felix, Fürweger, Christoph, Zwahlen, Daniel R, Förster, Robert, Muacevic, Alexander, Windisch, Paul
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Cureus 2022
Materias:	Neurology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941825/ https://www.ncbi.nlm.nih.gov/pubmed/35345703 http://dx.doi.org/10.7759/cureus.22435

Ejemplares similares

Convolutional Neural Networks for Classifying Laterality of Vestibular Schwannomas on Single MRI Slices—A Feasibility Study
por: Sager, Philipp, et al.
Publicado: (2021)

Convolutional Neural Networks to Detect Vestibular Schwannomas on Single MRI Slices: A Feasibility Study
por: Koechli, Carole, et al.
Publicado: (2022)

Longitudinal Changes of Quality of Life and Hearing Following Radiosurgery for Vestibular Schwannoma
por: Windisch, Paul, et al.
Publicado: (2021)

Image-Guided Robotic Radiosurgery for the Treatment of Same Site Spinal Metastasis Recurrences
por: Ehret, Felix, et al.
Publicado: (2021)

Detection of Hippocampal Subfield Asymmetry at 7T With Automated Segmentation in Epilepsy Patients With Normal Clinical Strength MRIs
por: Pai, Akila, et al.
Publicado: (2021)

Prevalence and Risk Factors of Incidental Findings in Brain MRIs of Healthy Neonates—The FinnBrain Birth Cohort Study
por: Kumpulainen, Venla, et al.
Publicado: (2020)

Image-Guided Robotic Radiosurgery for the Management of Spinal Ependymomas
por: Ehret, Felix, et al.
Publicado: (2021)

Image-Guided Robotic Radiosurgery for the Management of Intramedullary Spinal Cord Metastases—A Multicenter Experience
por: Ehret, Felix, et al.
Publicado: (2021)

Intracranial Hemorrhage in Patients with Anticoagulant Therapy Undergoing Stereotactic Radiosurgery for Brain Metastases: A Bi-Institutional Analysis
por: Ehret, Felix, et al.
Publicado: (2022)

Clinical Results After Single-fraction Radiosurgery for 1,002 Vestibular Schwannomas
por: Windisch, Paul Y, et al.
Publicado: (2019)

Robotic stereotactic body radiotherapy for the management of adrenal gland metastases: a bi-institutional analysis
por: Ehret, Felix, et al.
Publicado: (2022)

The Apple Watch spO(2) sensor and outliers in healthy users
por: Schröder, Christina, et al.
Publicado: (2023)

Robotic Radiosurgery for Persistent Postoperative Acromegaly in Patients with Cavernous Sinus-Invading Pituitary Adenomas—A Multicenter Experience
por: Ehret, Felix, et al.
Publicado: (2021)

A Suspected Vestibular Schwannoma with Uncharacteristic Growth Dynamic and Symptom Severity: A Case Report
por: Ehret, Felix, et al.
Publicado: (2018)

Identifying Non-Math Students from Brain MRIs with an Ensemble Classifier Based on Subspace-Enhanced Contrastive Learning
por: Liu, Shuhui, et al.
Publicado: (2022)

Validation and discussion of clinical practicability of the 2022 graded prognostic assessment for NSCLC adenocarcinoma patients with brain metastases in a routine clinical cohort
por: Schröder, C., et al.
Publicado: (2023)

Accuracy of the Apple Watch Oxygen Saturation Measurement in Adults: A Systematic Review
por: Windisch, Paul, et al.
Publicado: (2023)

Microcontact Printing of Cholinergic Neurons in Organotypic Brain Slices
por: Steiner, Katharina, et al.
Publicado: (2021)

Advances in fiducial‐free image‐guidance for spinal radiosurgery with CyberKnife – a phantom study
por: Fürweger, Christoph, et al.
Publicado: (2010)

High Frequency Oscillations in Rat Hippocampal Slices: Origin, Frequency Characteristics, and Spread
por: Naggar, Isaac, et al.
Publicado: (2020)

An Ensemble Model for the Diagnosis of Brain Tumors through MRIs
por: Ghafourian, Ehsan, et al.
Publicado: (2023)

Robotic Radiosurgery for Adrenal Gland Metastases
por: Haidenberger, Alfred, et al.
Publicado: (2017)

BICS01 Mediates Reversible Anti-seizure Effects in Brain Slice Models of Epilepsy
por: Morris, Gareth, et al.
Publicado: (2022)

Impact of Low-Dose Irradiation of the Lung and Heart on Toxicity and Pulmonary Function Parameters after Thoracic Radiotherapy
por: Schröder, Christina, et al.
Publicado: (2020)

Machine Learning for the Detection and Segmentation of Benign Tumors of the Central Nervous System: A Systematic Review
por: Windisch, Paul, et al.
Publicado: (2022)

Avoiding data loss: Synthetic MRIs generated from diffusion imaging can replace corrupted structural acquisitions for freesurfer-seeded tractography
por: Beaumont, Jeremy, et al.
Publicado: (2022)

Slice-direction geometric distortion evaluation and correction with reversed slice-select gradient acquisitions
por: Blazejewska, Anna I., et al.
Publicado: (2022)

Meningioma involving the superior sagittal sinus: long-term outcome after robotic radiosurgery in primary and recurrent situation
por: Schmutzer, Michael, et al.
Publicado: (2023)

Feature Selection Based on Machine Learning in MRIs for Hippocampal Segmentation
por: Tangaro, Sabina, et al.
Publicado: (2015)

TROCHLEAR MORPHOLOGY DEVELOPMENT: STUDY OF NORMAL PEDIATRIC KNEE MRIS
por: Trivellas, Myra, et al.
Publicado: (2020)

Automated multiclass tissue segmentation of clinical brain MRIs with lesions
por: Weiss, David A., et al.
Publicado: (2021)

Automatic breast lesion segmentation in phase preserved DCE-MRIs
por: Pandey, Dinesh, et al.
Publicado: (2022)

Automatic comprehensive aspects reports in clinical acute stroke MRIs
por: Liu, Chin-Fu, et al.
Publicado: (2023)

Automatic comprehensive radiological reports for clinical acute stroke MRIs
por: Liu, Chin-Fu, et al.
Publicado: (2023)

Exposure of α-Synuclein Aggregates to Organotypic Slice Cultures Recapitulates Key Molecular Features of Parkinson's Disease
por: Moudio, Serge, et al.
Publicado: (2022)

Re-irradiation for head and neck cancer: outcome and toxicity analysis using a prospective single institution database
por: Scolari, Chiara, et al.
Publicado: (2023)

Leveraging Advances in Artificial Intelligence to Improve the Quality and Timing of Palliative Care
por: Windisch, Paul, et al.
Publicado: (2020)

A lesion extending three or more slices as a predictor of progressive infarction in anterior circulation small subcortical infarction
por: Lin, Jing, et al.
Publicado: (2022)

Recurrent thrombolysis of a stuttering lacunar infarction captured on serial MRIs
por: Naqvi, Imama, et al.
Publicado: (2018)

Automatic and fast segmentation of breast region-of-interest (ROI) and density in MRIs
por: Pandey, Dinesh, et al.
Publicado: (2018)

Cannot write session to /tmp/vufind_sessions/sess_ig25f2b6ijmu3olrpbqcapcm1b