Cargando…

Imaging-based outcome prediction in posterior circulation stroke

BACKGROUND AND PURPOSE: We developed a machine learning model to allow early functional outcome prediction for patients presenting with posterior circulation (pc)-stroke based on CT-imaging and clinical data at admission. The proposed algorithm utilizes quantitative information from automated multid...

Descripción completa

Detalles Bibliográficos
Autores principales:	Kniep, Helge C., Elsayed, Sarah, Nawabi, Jawed, Broocks, Gabriel, Meyer, Lukas, Bechstein, Matthias, Van Horn, Noel, Psychogios, Marios, Thomalla, Götz, Flottmann, Fabian, Kemmling, André, Gellißen, Susanne, Fiehler, Jens, Sporns, Peter B., Hanning, Uta
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer Berlin Heidelberg 2022
Materias:	Original Communication
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9217773/ https://www.ncbi.nlm.nih.gov/pubmed/35257203 http://dx.doi.org/10.1007/s00415-022-11010-4

Ejemplares similares

Hemorrhage After Endovascular Recanalization in Acute Stroke: Lesion Extent, Collaterals and Degree of Ischemic Water Uptake Mediate Tissue Vulnerability
por: Nawabi, Jawed, et al.
Publicado: (2019)

Ischemic Lesion Water Uptake in Acute Stroke: Is Blood Glucose Related to Cause and Effect?
por: Broocks, Gabriel, et al.
Publicado: (2019)

Posterior circulation stroke: machine learning-based detection of early ischemic changes in acute non-contrast CT scans
por: Kniep, Helge C., et al.
Publicado: (2020)

Interaction Effect of Baseline Serum Glucose and Early Ischemic Water Uptake on the Risk of Secondary Hemorrhage After Ischemic Stroke
por: Nawabi, Jawed, et al.
Publicado: (2021)

Predictors of functional outcome after thrombectomy for M2 occlusions: a large scale experience from clinical practice
por: Kniep, Helge, et al.
Publicado: (2023)

Effect of thrombectomy on oedema progression and clinical outcome in patients with a poor collateral profile
por: Broocks, Gabriel, et al.
Publicado: (2020)

Association of Thrombectomy With Functional Outcome for Patients With Ischemic Stroke Who Presented in the Extended Time Window With Extensive Signs of Infarction
por: Broocks, Gabriel, et al.
Publicado: (2022)

Inter- and Intrarater Agreement of Spot Sign and Noncontrast CT Markers for Early Intracerebral Hemorrhage Expansion
por: Nawabi, Jawed, et al.
Publicado: (2020)

Higher baseline blood glucose is associated with reduced likelihood for successful recanalization in patients with basilar artery occlusion
por: Broocks, Gabriel, et al.
Publicado: (2022)

ASPECTS Interobserver Agreement of 100 Investigators from the TENSION Study
por: van Horn, Noel, et al.
Publicado: (2021)

Clinical and Imaging Characteristics in Patients with SARS-CoV-2 Infection and Acute Intracranial Hemorrhage
por: Nawabi, Jawed, et al.
Publicado: (2020)

Imaging-Based Outcome Prediction of Acute Intracerebral Hemorrhage
por: Nawabi, Jawed, et al.
Publicado: (2021)

Low baseline ischemic water uptake is directly related to overestimation of CT perfusion-derived ischemic core volume
por: McDonough, Rosalie, et al.
Publicado: (2022)

Effect of Intravenous Alteplase on Functional Outcome and Secondary Injury Volumes in Stroke Patients with Complete Endovascular Recanalization
por: Broocks, Gabriel, et al.
Publicado: (2022)

Benefit and risk of intravenous alteplase in patients with acute large vessel occlusion stroke and low ASPECTS
por: Broocks, Gabriel, et al.
Publicado: (2023)

Prognostic Value of Non-Contrast CT Markers and Spot Sign for Outcome Prediction in Patients with Intracerebral Hemorrhage under Oral Anticoagulation
por: Zimmer, Sebastian, et al.
Publicado: (2020)

The Myelin Water Fraction Serves as a Marker for Age-Related Myelin Alterations in the Cerebral White Matter – A Multiparametric MRI Aging Study
por: Faizy, Tobias D., et al.
Publicado: (2020)

Neoplastic and Non-neoplastic Acute Intracerebral Hemorrhage in CT Brain Scans: Machine Learning-Based Prediction Using Radiomic Image Features
por: Nawabi, Jawed, et al.
Publicado: (2020)

Corrigendum: Neoplastic and Non-neoplastic Acute Intracerebral Hemorrhage in CT Brain Scans: Machine Learning-Based Prediction Using Radiomic Image Features
por: Nawabi, Jawed, et al.
Publicado: (2021)

Impact of intravenous alteplase on sub-angiographic emboli in high-resolution diffusion-weighted imaging following successful thrombectomy
por: Broocks, Gabriel, et al.
Publicado: (2021)

Discordant and Converting Receptor Expressions in Brain Metastases from Breast Cancer: MRI-Based Non-Invasive Receptor Status Tracking
por: Heitkamp, Alexander, et al.
Publicado: (2023)

The Benefit of Thrombectomy in Patients With Low ASPECTS Is a Matter of Shades of Gray—What Current Trials May Have Missed
por: Broocks, Gabriel, et al.
Publicado: (2022)

Association Between Intravenous Thrombolysis and Clinical Outcomes Among Patients With Ischemic Stroke and Unsuccessful Mechanical Reperfusion
por: Faizy, Tobias D., et al.
Publicado: (2023)

Relationship between the degree of recanalization and functional outcome in acute ischemic stroke is mediated by penumbra salvage volume
por: Broocks, Gabriel, et al.
Publicado: (2021)

Development of Cortical Lesion Volumes on Double Inversion Recovery MRI in Patients With Relapse-Onset Multiple Sclerosis
por: Faizy, Tobias D., et al.
Publicado: (2019)

Risk Factors for Cerebral Aneurysm Rupture in Mongolia
por: Bechstein, Matthias, et al.
Publicado: (2021)

Perihematomal Edema and Clinical Outcome in Intracerebral Hemorrhage Related to Different Oral Anticoagulants
por: Nawabi, Jawed, et al.
Publicado: (2021)

Association Between Recanalization Attempts and Functional Outcome After Thrombectomy for Large Ischemic Stroke
por: Winkelmeier, Laurens, et al.
Publicado: (2023)

CT-perfusion stroke imaging: a threshold free probabilistic approach to predict infarct volume compared to traditional ischemic thresholds
por: Flottmann, Fabian, et al.
Publicado: (2017)

Sub-angiographic peripheral emboli in high resolution DWI after endovascular recanalization
por: Schönfeld, Michael H., et al.
Publicado: (2020)

Value of Dual-Energy Dual-Layer CT After Mechanical Recanalization for the Quantification of Ischemic Brain Edema
por: Steffen, Paul, et al.
Publicado: (2021)

Effect of Balloon Guide Catheter Utilization on the Incidence of Sub-angiographic Peripheral Emboli on High-Resolution DWI After Thrombectomy: A Prospective Observational Study
por: Schönfeld, Michael H., et al.
Publicado: (2020)

Computed Tomography Based Score of Early Ischemic Changes Predicts Malignant Infarction
por: Bechstein, Matthias, et al.
Publicado: (2021)

External Validation and Retraining of DeepBleed: The First Open-Source 3D Deep Learning Network for the Segmentation of Spontaneous Intracerebral and Intraventricular Hemorrhage
por: Cao, Haoyin, et al.
Publicado: (2023)

Study Criteria Applied to Real Life—A Multicenter Analysis of Stroke Patients Undergoing Endovascular Treatment in Clinical Practice
por: Leischner, Hannes, et al.
Publicado: (2021)

Localized prediction of tissue outcome in acute ischemic stroke patients using diffusion- and perfusion-weighted MRI datasets
por: Grosser, Malte, et al.
Publicado: (2020)

Improved multi-parametric prediction of tissue outcome in acute ischemic stroke patients using spatial features
por: Grosser, Malte, et al.
Publicado: (2020)

Correction: Improved multi-parametric prediction of tissue outcome in acute ischemic stroke patients using spatial features
por: Grosser, Malte, et al.
Publicado: (2020)

Technical considerations of multi-parametric tissue outcome prediction methods in acute ischemic stroke patients
por: Winder, Anthony J., et al.
Publicado: (2019)

Continuing early mTICI 2b recanalization may improve functional outcome but is associated with a higher risk of intracranial hemorrhage
por: Steffen, Paul, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_c19bntep04802h78p97vaccr57