AIMC Topic: Cerebral Hemorrhage

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Improving the Accuracy of Scores to Predict Gastrostomy after Intracerebral Hemorrhage with Machine Learning.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association Sep 7, 2018
BACKGROUND: Gastrostomy placement after intracerebral hemorrhage indicates the need for continued medical care and predicts patient dependence. Our objective was to determine the optimal machine learning technique to predict gastrostomy.
Prognosis Aged Cerebral Hemorrhage Gastrostomy Humans Machine Learning Prospective Studies
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Robot-assisted gait training to reduce pusher behavior: A randomized controlled trial.

Neurology Aug 31, 2018
OBJECTIVE: To determine the effects of 2 weeks of intensive robot-assisted gait training (RAGT) on pusher behavior compared to nonrobotic physiotherapy (nR-PT).
Humans Female Aged Male Cerebral Hemorrhage Robotics Single-Blind Method Gait Severity of Illness Index Treatment Outcome Follow-Up Studies Posture Perceptual Disorders Brain Ischemia Therapy, Computer-Assisted Stroke Rehabilitation
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A user-guided tool for semi-automated cerebral microbleed detection and volume segmentation: Evaluating vascular injury and data labelling for machine learning.

NeuroImage. Clinical Aug 4, 2018
BACKGROUND AND PURPOSE: With extensive research efforts in place to address the clinical relevance of cerebral microbleeds (CMBs), there remains a need for fast and accurate methods to detect and quantify CMB burden. Although some computer-aided dete...
Image Processing, Computer-Assisted Cerebral Hemorrhage Microcirculation Vascular System Injuries Humans Machine Learning Data Analysis Algorithms Retrospective Studies Cohort Studies
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Prediction of Hemorrhagic Transformation Severity in Acute Stroke From Source Perfusion MRI.

IEEE transactions on bio-medical engineering Dec 20, 2017
OBJECTIVE: Hemorrhagic transformation (HT) is the most severe complication of reperfusion therapy in acute ischemic stroke (AIS) patients. Management of AIS patients could benefit from accurate prediction of upcoming HT. While prediction of HT occurr...
Middle Aged Female Humans Endovascular Procedures Aged Cerebral Hemorrhage Neural Networks, Computer Magnetic Resonance Angiography Stroke Machine Learning Aged, 80 and over Reperfusion Image Interpretation, Computer-Assisted Male
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Spontaneous Intraventricular Hemorrhage: When Should Intraventricular tPA Be Considered?

Seminars in respiratory and critical care medicine Dec 20, 2017
Spontaneous intracerebral hemorrhage (ICH) is the most common cause of intraventricular hemorrhage (IVH) in adults. Complicating approximately 40% of ICH cases, IVH adds to the morbidity and mortality of this often fatal form of stroke. It is also a ...
Cerebral Hemorrhage Drainage Fibrinolytic Agents Stroke Humans Tissue Plasminogen Activator Adult Injections, Intraventricular Quality of Life Severity of Illness Index
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Prognosticating Functional Outcome After Intracerebral Hemorrhage: The ICHOP Score.

World neurosurgery Feb 27, 2017
BACKGROUND: The morbidity, mortality, and monetary cost associated with intracerebral hemorrhage (ICH) is devastatingly high. Several scoring systems have been proposed to prognosticate outcomes after ICH, although the original ICH Score is still the...
Cerebral Hemorrhage Recovery of Function Middle Aged Severity of Illness Index Treatment Outcome Follow-Up Studies Aged Aged, 80 and over Male Humans Machine Learning Prospective Studies Prognosis Female
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Automatic Detection of Cerebral Microbleeds From MR Images via 3D Convolutional Neural Networks.

IEEE transactions on medical imaging Feb 11, 2016
Cerebral microbleeds (CMBs) are small haemorrhages nearby blood vessels. They have been recognized as important diagnostic biomarkers for many cerebrovascular diseases and cognitive dysfunctions. In current clinical routine, CMBs are manually labelle...
Magnetic Resonance Imaging Databases, Factual Cerebral Hemorrhage Humans Image Interpretation, Computer-Assisted Biomarkers Neural Networks, Computer Brain Imaging, Three-Dimensional
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Wrist Rehabilitation Assisted by an Electromyography-Driven Neuromuscular Electrical Stimulation Robot After Stroke.

Neurorehabilitation and neural repair Dec 30, 2014
BACKGROUND: Augmented physical training with assistance from robot and neuromuscular electrical stimulation (NMES) may introduce intensive motor improvement in chronic stroke.
Wrist Hand Electromyography Stroke Brain Ischemia Shoulder Muscle Contraction Electric Stimulation Therapy Male Chronic Disease Stroke Rehabilitation Robotics Follow-Up Studies Middle Aged Movement Disorders Elbow Humans Cerebral Hemorrhage Severity of Illness Index Single-Blind Method Recovery of Function Female Treatment Outcome
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Genetic Risk Scores in Stroke Research and Care.

Stroke Aug 1, 2025
Stroke remains a leading cause of death and disability worldwide. While well-established risk factors play a major role, genetic predisposition is a crucial determinant of stroke susceptibility, with heritability estimates up to 39% for ischemic stro...
Genetic Predisposition to Disease Cerebral Hemorrhage Stroke Genetic Risk Score Humans Risk Factors Risk Assessment Genome-Wide Association Study
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Deep learning-based clinical decision support system for intracerebral hemorrhage: an imaging-based AI-driven framework for automated hematoma segmentation and trajectory planning.

Neurosurgical focus Jul 1, 2025
OBJECTIVE: Intracerebral hemorrhage (ICH) remains a critical neurosurgical emergency with high mortality and long-term disability. Despite advancements in minimally invasive techniques, procedural precision remains limited by hematoma complexity and ...
Cohort Studies Aged Humans Decision Support Systems, Clinical Male Cerebral Hemorrhage Retrospective Studies Middle Aged Hematoma Tomography, X-Ray Computed Deep Learning Female
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