Emerging frontiers of artificial intelligence and machine learning in ischemic stroke: a comprehensive investigation of state-of-the-art methodologies, clinical applications, and unraveling challenges

m6A methylation: Critical roles in aging and neurological diseases

(2023) Yishu Fan et al.   Frontiers in Molecular Neuroscience

Short communication: unique metabolic signature of proliferative retinopathy in the tear fluid of diabetic patients with comorbidities — preliminary data for PPPM validation

(2023) Martina Kropp et al.   EPMA Journal

Diabetic retinopathy as the leading cause of blindness and early predictor of cascading complications—risks and mitigation

(2023) Martina Kropp et al.   EPMA Journal

Predicting acupuncture efficacy for functional dyspepsia based on routine clinical features: a machine learning study in the framework of predictive, preventive, and personalized medicine

(2022) Tao Yin et al.   EPMA Journal

Prevalence and Significance of the Vessel-Cluster Sign on Susceptibility-Weighted Imaging in Patients With Severe Small Vessel Disease

(2022) Salvatore Rudilosso et al.   NEUROLOGY

Rapid triage for ischemic stroke: a machine learning-driven approach in the context of predictive, preventive and personalised medicine

(2022) Yulu Zheng et al.   EPMA Journal

Mitochondrial health quality control: measurements and interpretation in the framework of predictive, preventive, and personalized medicine

(2022) Lenka Koklesova et al.   EPMA Journal

Role of exosomes in the pathogenesis, diagnosis, and treatment of central nervous system diseases

(2022) Yishu Fan et al.   Journal of Translational Medicine

Inflammatory Responses After Ischemic Stroke

(2022) Jonathan Howard DeLong et al.   Seminars in Immunopathology

Pre-pregnancy check-up of maternal vascular status and associated phenotype is crucial for the health of mother and offspring

(2022) Maria Evsevieva et al.   EPMA Journal

Deep reinforcement learning for cerebral anterior vessel tree extraction from 3D CTA images

(2022) Jiahang Su et al.   MEDICAL IMAGE ANALYSIS

Ischemic stroke of unclear aetiology: a case-by-case analysis and call for a multi-professional predictive, preventive and personalised approach

(2022) Olga Golubnitschaja et al.   EPMA Journal

Machine learning models improve prediction of large vessel occlusion and mechanical thrombectomy candidacy in acute ischemic stroke

(2021) Shon Thomas et al.   JOURNAL OF CLINICAL NEUROSCIENCE

Targeting autophagy in ischemic stroke: From molecular mechanisms to clinical therapeutics

(2021) Amir Ajoolabady et al.   PHARMACOLOGY & THERAPEUTICS

Endothelin-1 axes in the framework of predictive, preventive and personalised (3P) medicine

(2021) Adriana Torres Crigna et al.   EPMA Journal

Global, regional, and national burden of stroke and its risk factors, 1990–2019: a systematic analysis for the Global Burden of Disease Study 2019

(2021) Valery L Feigin et al.   LANCET NEUROLOGY

Homocysteine metabolism as the target for predictive medical approach, disease prevention, prognosis, and treatments tailored to the person

(2021) Lenka Koklesova et al.   EPMA Journal

Assessing stroke severity using electronic health record data: a machine learning approach

(2020) Emily Kogan et al.   BMC Medical Informatics and Decision Making

Retinal Vascular Signs and Cerebrovascular Diseases

(2020) Tyler Hyungtaek Rim et al.   JOURNAL OF NEURO-OPHTHALMOLOGY

Automated segmentation of acute stroke lesions using a data-driven anomaly detection on diffusion weighted MRI

(2020) Sanaz Nazari-Farsani et al.   JOURNAL OF NEUROSCIENCE METHODS

Predicting major neurologic improvement and long-term outcome after thrombolysis using artificial neural networks

(2020) Chen-Chih Chung et al.   JOURNAL OF THE NEUROLOGICAL SCIENCES

Automated Quantitative Assessment of Cerebral Edema after Ischemic Stroke using CSF Volumetrics

(2020) Rajat Dhar   NEUROSCIENCE LETTERS

Machine Learning Approach to Identify Stroke Within 4.5 Hours

(2020) Hyunna Lee et al.   STROKE

Management of acute ischemic stroke

(2020) Michael S Phipps et al.   BMJ-British Medical Journal

Using machine learning to predict stroke‐associated pneumonia in Chinese acute ischaemic stroke patients

(2020) X. Li et al.   EUROPEAN JOURNAL OF NEUROLOGY

Usefulness of deep learning-assisted identification of hyperdense MCA sign in acute ischemic stroke: comparison with readers’ performance

(2020) Yuki Shinohara et al.   JAPANESE JOURNAL OF RADIOLOGY

Posterior circulation stroke: machine learning-based detection of early ischemic changes in acute non-contrast CT scans

(2020) Helge C. Kniep et al.   JOURNAL OF NEUROLOGY

Cell Death Pathways in Ischemic Stroke and Targeted Pharmacotherapy

(2020) Aishika Datta et al.   Translational Stroke Research

Prediction of early neurological deterioration in acute minor ischemic stroke by machine learning algorithms

(2020) Sang Min Sung et al.   CLINICAL NEUROLOGY AND NEUROSURGERY

Automatic Collateral Scoring From 3D CTA Images

(2020) Jiahang Su et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Acute Ischemic Stroke

(2020) William J. Powers   NEW ENGLAND JOURNAL OF MEDICINE

CSNet: A new DeepNet framework for ischemic stroke lesion segmentation

(2020) Amish Kumar et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Management of Acute Ischemic Stroke

(2020) Franziska Herpich et al.   CRITICAL CARE MEDICINE

Automatic ischemic stroke lesion segmentation from computed tomography perfusion images by image synthesis and attention-based deep neural networks

(2020) Guotai Wang et al.   MEDICAL IMAGE ANALYSIS

Attention convolutional neural network for accurate segmentation and quantification of lesions in ischemic stroke disease

(2020) Liangliang Liu et al.   MEDICAL IMAGE ANALYSIS

The Probability of Ischaemic Stroke Prediction with a Multi-Neural-Network Model

(2020) Yan Liu et al.   SENSORS

Functional Outcome Prediction in Ischemic Stroke: A Comparison of Machine Learning Algorithms and Regression Models

(2020) Shakiru A. Alaka et al.   Frontiers in Neurology

Artificial neural network based prediction of postthrombolysis intracerebral hemorrhage and death

(2020) Chen-Chih Chung et al.   Scientific Reports

Prediction of Stroke Outcome Using Natural Language Processing-Based Machine Learning of Radiology Report of Brain MRI

(2020) Tak Sung Heo et al.   Journal of Personalized Medicine

Early Identification of High-Risk TIA or Minor Stroke Using Artificial Neural Network

(2019) Ka Lung Chan et al.   Frontiers in Neurology

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

(2019) JoonNyung Heo et al.   STROKE

Introduction to artificial intelligence in medicine

(2019) Yoav Mintz et al.   MINIMALLY INVASIVE THERAPY & ALLIED TECHNOLOGIES

Global, regional, and national burden of stroke, 1990–2016: a systematic analysis for the Global Burden of Disease Study 2016

(2019) Catherine Owens Johnson et al.   LANCET NEUROLOGY

Artificial intelligence in cancer imaging: Clinical challenges and applications

(2019) Wenya Linda Bi et al.   CA-A CANCER JOURNAL FOR CLINICIANS

Automating Ischemic Stroke Subtype Classification Using Machine Learning and Natural Language Processing

(2019) Ravi Garg et al.   Journal of Stroke & Cerebrovascular Diseases

CNS small vessel disease

(2019) Rocco J. Cannistraro et al.   NEUROLOGY

A Machine Learning Approach for Classifying Ischemic Stroke Onset Time From Imaging

(2019) King Chung Ho et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Cerebral Small Vessel Disease Biomarkers Detection on MRI-Sensor-Based Image and Deep Learning

(2019) Yi-Zeng Hsieh et al.   SENSORS

Machine Learning–Enabled Automated Determination of Acute Ischemic Core From Computed Tomography Angiography

(2019) Sunil A. Sheth et al.   STROKE

Predicting Clinical Outcomes of Large Vessel Occlusion Before Mechanical Thrombectomy Using Machine Learning

(2019) Hidehisa Nishi et al.   STROKE

Deep regression neural networks for collateral imaging from dynamic susceptibility contrast-enhanced magnetic resonance perfusion in acute ischemic stroke

(2019) Minh Nguyen Nhat To et al.   International Journal of Computer Assisted Radiology and Surgery

Development of a deep learning model to identify hyperdense MCA sign in patients with acute ischemic stroke

(2019) Yuki Shinohara et al.   JAPANESE JOURNAL OF RADIOLOGY

Temporally downsampled cerebral CT perfusion image restoration using deep residual learning

(2019) Haichen Zhu et al.   International Journal of Computer Assisted Radiology and Surgery

Acute ischemic stroke lesion core segmentation in CT perfusion images using fully convolutional neural networks

(2019) Albert Clèrigues et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Guidelines for the Early Management of Patients With Acute Ischemic Stroke: 2019 Update to the 2018 Guidelines for the Early Management of Acute Ischemic Stroke: A Guideline for Healthcare Professionals From the American Heart Association/American Stroke Association

(2019) William J. Powers et al.   STROKE

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

Detection of suspected brain infarctions on CT can be significantly improved with temporal subtraction images

(2018) Thai Akasaka et al.   EUROPEAN RADIOLOGY

Global, regional, and national age-sex-specific mortality for 282 causes of death in 195 countries and territories, 1980–2017: a systematic analysis for the Global Burden of Disease Study 2017

(2018) Gregory A Roth et al.   LANCET

The association of high D-dimer level with high risk of ischemic stroke in nonvalvular atrial fibrillation patients

(2018) Li-Rui You et al.   MEDICINE

High-performance medicine: the convergence of human and artificial intelligence

(2018) Eric J. Topol   NATURE MEDICINE

A Systematic Literature Review of Patients With Carotid Web and Acute Ischemic Stroke

(2018) Andrew J. Zhang et al.   STROKE

Artificial intelligence in medicine

(2017) Pavel Hamet et al.   METABOLISM-CLINICAL AND EXPERIMENTAL

Improved risk stratification of patients with atrial fibrillation: an integrated GARFIELD-AF tool for the prediction of mortality, stroke and bleed in patients with and without anticoagulation

(2017) Keith A A Fox et al.   BMJ Open

Deep Learning for Health Informatics

(2017) Daniele Ravi et al.   IEEE Journal of Biomedical and Health Informatics

Artificial intelligence in healthcare: past, present and future

(2017) Fei Jiang et al.   JOURNAL OF INVESTIGATIVE MEDICINE

The ABC (age, biomarkers, clinical history) stroke risk score: a biomarker-based risk score for predicting stroke in atrial fibrillation

(2016) Ziad Hijazi et al.   EUROPEAN HEART JOURNAL

Stroke, Vascular Dementia, and Alzheimer’s Disease: Molecular Links

(2016) Murali Vijayan et al.   JOURNAL OF ALZHEIMERS DISEASE

Comparison of four different collateral scores in acute ischemic stroke by CT angiography

(2015) Fatih Seker et al.   Journal of NeuroInterventional Surgery

Update on the Global Burden of Ischemic and Hemorrhagic Stroke in 1990-2013: The GBD 2013 Study

(2015) Valery L. Feigin et al.   NEUROEPIDEMIOLOGY

HIV status and the risk of ischemic stroke among men

(2015) J. J. Sico et al.   NEUROLOGY

Randomized Assessment of Rapid Endovascular Treatment of Ischemic Stroke

(2015) Mayank Goyal et al.   NEW ENGLAND JOURNAL OF MEDICINE

Endovascular Therapy for Ischemic Stroke with Perfusion-Imaging Selection

(2015) Bruce C.V. Campbell et al.   NEW ENGLAND JOURNAL OF MEDICINE

Ischaemic stroke in young adults: risk factors and long-term consequences

(2014) Noortje A. M. M. Maaijwee et al.   Nature Reviews Neurology

Refinement of Ischemic Stroke Risk in Patients with Atrial Fibrillation and CHA2DS2-VASc Score of 1

(2014) DUO HUANG et al.   PACE-PACING AND CLINICAL ELECTROPHYSIOLOGY

Collaterals at Angiography and Outcomes in the Interventional Management of Stroke (IMS) III Trial

(2014) David S. Liebeskind et al.   STROKE

Long-term risk of recurrent vascular events after young stroke: The FUTURE study

(2013) Loes C. A. Rutten-Jacobs et al.   ANNALS OF NEUROLOGY

Long-term Mortality After Stroke Among Adults Aged 18 to 50 Years

(2013) Loes C. A. Rutten-Jacobs et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

Recognition and management of stroke in young adults and adolescents

(2013) A. B. Singhal et al.   NEUROLOGY

A New Risk Scheme to Predict Ischemic Stroke and Other Thromboembolism in Atrial Fibrillation: The ATRIA Study Stroke Risk Score

(2013) Daniel E. Singer et al.   Journal of the American Heart Association

Stroke subtype predicts outcome in young and middle-aged stroke sufferers

(2012) P. Redfors et al.   ACTA NEUROLOGICA SCANDINAVICA

Functional recovery after ischemic stroke--A matter of age: Data from the Austrian Stroke Unit Registry

(2012) M. Knoflach et al.   NEUROLOGY

Medical image analysis methods in MR/CT-imaged acute-subacute ischemic stroke lesion: Segmentation, prediction and insights into dynamic evolution simulation models. A critical appraisal

(2012) Islem Rekik et al.   NeuroImage-Clinical

Retinal microvascular changes and subsequent vascular events after ischemic stroke

(2011) D. A. De Silva et al.   NEUROLOGY

Risk factors, inpatient care, and outcomes of pneumonia after ischemic stroke

(2011) O. Finlayson et al.   NEUROLOGY

National Institutes of Health Stroke Scale Score Is Poorly Predictive of Proximal Occlusion in Acute Cerebral Ischemia

(2009) Matthew B. Maas et al.   STROKE

Thrombolysis in Stroke Mimics

(2009) David T. Winkler et al.   STROKE

Retinal Vascular Imaging

(2008) Gerald Liew et al.   Circulation-Cardiovascular Imaging