Cargando…

Imaging-Based Outcome Prediction of Acute Intracerebral Hemorrhage

We hypothesized that imaging-only-based machine learning algorithms can analyze non-enhanced CT scans of patients with acute intracerebral hemorrhage (ICH). This retrospective multicenter cohort study analyzed 520 non-enhanced CT scans and clinical data of patients with acute spontaneous ICH. Clinic...

Descripción completa

Detalles Bibliográficos
Autores principales:	Nawabi, Jawed, Kniep, Helge, Elsayed, Sarah, Friedrich, Constanze, Sporns, Peter, Rusche, Thilo, Böhmer, Maik, Morotti, Andrea, Schlunk, Frieder, Dührsen, Lasse, Broocks, Gabriel, Schön, Gerhard, Quandt, Fanny, Thomalla, Götz, Fiehler, Jens, Hanning, Uta
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Springer US 2021
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8557152/ https://www.ncbi.nlm.nih.gov/pubmed/33547592 http://dx.doi.org/10.1007/s12975-021-00891-8

Ejemplares similares

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

Perihematomal Edema and Clinical Outcome in Intracerebral Hemorrhage Related to Different Oral Anticoagulants
por: Nawabi, Jawed, 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)

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)

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)

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)

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)

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

Imaging-based outcome prediction in posterior circulation stroke
por: Kniep, Helge C., et al.
Publicado: (2022)

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)

Non-contrast computed tomography features predict intraventricular hemorrhage growth
por: Nawabi, Jawed, et al.
Publicado: (2023)

Correction to: Non-contrast computed tomography features predict intraventricular hemorrhage growth
por: Nawabi, Jawed, et al.
Publicado: (2023)

Volumetric accuracy of different imaging modalities in acute intracerebral hemorrhage
por: Schlunk, Frieder, et al.
Publicado: (2022)

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)

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)

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

Diagnostic Accuracy and Reliability of Noncontrast Computed Tomography Markers for Acute Hematoma Expansion among Radiologists
por: Almubarak, Hawra, et al.
Publicado: (2022)

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)

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 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)

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)

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

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

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

Multilesion Segmentations in Patients with Intracerebral Hemorrhage: Reliability of ICH, IVH and PHE Masks
por: Vogt, Estelle, et al.
Publicado: (2023)

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)

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

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

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

Characteristics of Early Presenters after Intracerebral Hemorrhage
por: Morotti, Andrea, 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)

Machine Learning for Onset Prediction of Patients with Intracerebral Hemorrhage
por: Rusche, Thilo, et al.
Publicado: (2023)

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)

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)

Treatment with FTY720 has no beneficial effects on short-term outcome in an experimental model of intracerebral hemorrhage
por: Schlunk, Frieder, et al.
Publicado: (2016)

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)

Comparison of Spot Sign, Blend Sign and Black Hole Sign for Outcome Prediction in Patients with Intracerebral Hemorrhage
por: Sporns, Peter B., et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_dineprf70afiavgm0baboac47f