Interpretable deep learning for the prognosis of long-term functional outcome post-stroke using acute diffusion weighted imaging

FeMA: Feature matching auto-encoder for predicting ischaemic stroke evolution and treatment outcome

(2022) Zeynel A. Samak et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Deep Learning–Derived High-Level Neuroimaging Features Predict Clinical Outcomes for Large Vessel Occlusion

(2020) Hidehisa Nishi et al.   STROKE

A Survey on Deep Learning for Neuroimaging-Based Brain Disorder Analysis

(2020) Li Zhang et al.   Frontiers in Neuroscience

Machine Learning–Based Model for Prediction of Outcomes in Acute Stroke

(2019) JoonNyung Heo et al.   STROKE

Aphasia outcome: the interactions between initial severity, lesion size and location

(2019) Sarah Benghanem et al.   JOURNAL OF NEUROLOGY

Deep Learning in the Prediction of Ischaemic Stroke Thrombolysis Functional Outcomes

(2019) Stephen Bacchi et al.   ACADEMIC RADIOLOGY

Big Data Approaches to Phenotyping Acute Ischemic Stroke Using Automated Lesion Segmentation of Multi-Center Magnetic Resonance Imaging Data

(2019) Ona Wu et al.   STROKE

Acute Diffusivity Biomarkers for Prediction of Motor and Language Outcome in Mild-to-Severe Stroke Patients

(2019) Eric Moulton et al.   STROKE

Data-efficient deep learning of radiological image data for outcome prediction after endovascular treatment of patients with acute ischemic stroke

(2019) A. Hilbert et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Thrombectomy for Stroke at 6 to 16 Hours with Selection by Perfusion Imaging

(2018) Gregory W. Albers et al.   NEW ENGLAND JOURNAL OF MEDICINE

Thrombectomy 6 to 24 Hours after Stroke with a Mismatch between Deficit and Infarct

(2018) Raul G. Nogueira et al.   NEW ENGLAND JOURNAL OF MEDICINE

Deep Learning Analysis of Upright-Supine High-Efficiency SPECT Myocardial Perfusion Imaging for Prediction of Obstructive Coronary Artery Disease: A Multicenter Study

(2018) Julian A Betancur et al.   JOURNAL OF NUCLEAR MEDICINE

Impact of infarct location on functional outcome following endovascular therapy for stroke

(2018) Charlotte Rosso et al.   JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY

An explainable deep-learning algorithm for the detection of acute intracranial haemorrhage from small datasets

(2018) Hyunkwang Lee et al.   Nature Biomedical Engineering

Effect of Endovascular Contact Aspiration vs Stent Retriever on Revascularization in Patients With Acute Ischemic Stroke and Large Vessel Occlusion

(2017) Bertrand Lapergue et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Infarct topography and functional outcomes

(2017) Mark R Etherton et al.   JOURNAL OF CEREBRAL BLOOD FLOW AND METABOLISM

Validating and comparing stroke prognosis scales

(2017) Terence J. Quinn et al.   NEUROLOGY

Acute Ischemic Stroke Infarct Topology: Association with Lesion Volume and Severity of Symptoms at Admission and Discharge

(2016) S. Payabvash et al.   AMERICAN JOURNAL OF NEURORADIOLOGY

Common Behavioral Clusters and Subcortical Anatomy in Stroke

(2015) Maurizio Corbetta et al.   NEURON

Role of Acute Lesion Topography in Initial Ischemic Stroke Severity and Long-Term Functional Outcomes

(2015) Ona Wu et al.   STROKE

Stroke Location Is an Independent Predictor of Cognitive Outcome

(2015) Fanny Munsch et al.   STROKE

Influence of Stroke Infarct Location on Functional Outcome Measured by the Modified Rankin Scale

(2014) Bastian Cheng et al.   STROKE

The ischemic penumbra

(2013) Charlotte Rosso et al.   CURRENT OPINION IN NEUROLOGY

Intensive Versus Subcutaneous Insulin in Patients With Hyperacute Stroke

(2012) Charlotte Rosso et al.   STROKE

Spatial regularization of SVM for the detection of diffusion alterations associated with stroke outcome

(2011) Rémi Cuingnet et al.   MEDICAL IMAGE ANALYSIS

Early ADC changes in motor structures predict outcome of acute stroke better than lesion volume

(2010) C. Rosso et al.   JOURNAL OF NEURORADIOLOGY

Combining Acute Diffusion-Weighted Imaging and Mean Transmit Time Lesion Volumes With National Institutes of Health Stroke Scale Score Improves the Prediction of Acute Stroke Outcome

(2010) Albert J. Yoo et al.   STROKE

MRI-Based Selection for Intra-Arterial Stroke Therapy

(2009) Albert J. Yoo et al.   STROKE

Symmetric diffeomorphic image registration with cross-correlation: Evaluating automated labeling of elderly and neurodegenerative brain

(2007) B AVANTS et al.   MEDICAL IMAGE ANALYSIS