AIMC Topic: Cerebral Hemorrhage

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Prediction of cerebral hemorrhagic transformation after thrombectomy using a deep learning of dual-energy CT.

European radiology Nov 11, 2023
OBJECTIVES: To develop and validate a deep learning model for predicting hemorrhagic transformation after endovascular thrombectomy using dual-energy computed tomography (CT).
Radiography, Dual-Energy Scanned Projection Male Middle Aged Female Deep Learning Aged Aged, 80 and over Cerebral Hemorrhage Humans Predictive Value of Tests Retrospective Studies Ischemic Stroke Tomography, X-Ray Computed Thrombectomy
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Prediction of early hematoma expansion of spontaneous intracerebral hemorrhage based on deep learning radiomics features of noncontrast computed tomography.

European radiology Nov 8, 2023
OBJECTIVES: Aimed to develop a nomogram model based on deep learning features and radiomics features for the prediction of early hematoma expansion.
Tomography, X-Ray Computed Female Aged Radiomics Humans Retrospective Studies Nomograms Cerebral Hemorrhage Predictive Value of Tests Hematoma Male Middle Aged Deep Learning
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Efficacy and Safety of Chinese Herbal Medicine in Patients with Acute Intracerebral Hemorrhage: Protocol for a Randomized Placebo-Controlled Double-Blinded Multicenter Trial.

Cerebrovascular diseases (Basel, Switzerland) Oct 26, 2023
INTRODUCTION: The popular traditional Chinese medicine (TCM) compound FYTF-919 (Zhong Feng Xing Nao prescription) may improve outcome from acute intracerebral hemorrhage (ICH) through effects on brain edema, hematoma absorption, and the immune system...
Double-Blind Method Drugs, Chinese Herbal Middle Aged Functional Status Aged China Cerebral Hemorrhage Randomized Controlled Trials as Topic Treatment Outcome Adult Recovery of Function Time Factors Humans Acute Disease Multicenter Studies as Topic Male Prospective Studies Disability Evaluation Female
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Impact of Endoscopic Surgery Versus Robot CAS-R-2 Assisted with Stereotactic Drainage on Prognosis of Basal Ganglia Hypertensive Intracerebral Hemorrhage.

World neurosurgery Oct 26, 2023
OBJECTIVE: To evaluate the impact of endoscopic surgery (ES) versus robot CAS-R-2 assisted with stereotactic drainage on prognosis of basal ganglia hypertensive intracerebral hemorrhage (HICH).
Robotics Hematoma Basal Ganglia Intracranial Hemorrhage, Hypertensive Treatment Outcome Cerebral Hemorrhage Drainage Basal Ganglia Hemorrhage Retrospective Studies Female Infant, Newborn Middle Aged China Adult Endoscopy Humans Prognosis
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Deep learning based on susceptibility-weighted MR sequence for detecting cerebral microbleeds and classifying cerebral small vessel disease.

Biomedical engineering online Oct 17, 2023
BACKGROUND: Cerebral microbleeds (CMBs) serve as neuroimaging biomarkers to assess risk of intracerebral hemorrhage and diagnose cerebral small vessel disease (CSVD). Therefore, detecting CMBs can evaluate the risk of intracerebral hemorrhage and use...
Deep Learning Magnetic Resonance Imaging Cerebral Hemorrhage Cerebral Small Vessel Diseases Humans Retrospective Studies
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Machine Learning Models for Brain Arteriovenous Malformations Presenting with Hemorrhage Based on Clinical and Angioarchitectural Characteristics.

Academic radiology Sep 30, 2023
RATIONALE AND OBJECTIVES: This study aims to develop the best diagnostic model for brain arteriovenous malformations (bAVMs) rupture by using machine learning (ML) algorithms.
Humans Machine Learning Female Risk Factors Algorithms Retrospective Studies Adult Intracranial Arteriovenous Malformations Male Cerebral Hemorrhage Middle Aged Cerebral Angiography
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Non-Metallic MR-Guided Concentric Tube Robot for Intracerebral Hemorrhage Evacuation.

IEEE transactions on bio-medical engineering Sep 27, 2023
OBJECTIVE: We aim to develop and evaluate an MR-conditional concentric tube robot for intracerebral hemorrhage (ICH) evacuation.
Phantoms, Imaging Magnetic Resonance Imaging Cerebral Hemorrhage Robotics Animals
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A Deep Learning Model for Automatic Segmentation of Intraparenchymal and Intraventricular Hemorrhage for Catheter Puncture Path Planning.

IEEE journal of biomedical and health informatics Sep 6, 2023
Intracerebral hemorrhage is the subtype of stroke with the highest mortality rate, especially when it also causes secondary intraventricular hemorrhage. The optimal surgical option for intracerebral hemorrhage remains one of the most controversial ar...
Deep Learning Image Processing, Computer-Assisted Cerebral Hemorrhage Hematoma Stroke Humans Punctures
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Neural network for autonomous segmentation and volumetric assessment of clot and edema in acute and subacute intracerebral hemorrhages.

Magnetic resonance imaging Aug 2, 2023
INTRODUCTION: Minimally-invasive surgical techniques for intracerebral hemorrhage (ICH) evacuation use imaging to guide the suction, lysing and/or drainage from the hemorrhage site via various designs. A previous international surgical study has show...
Edema Humans Image Processing, Computer-Assisted Neural Networks, Computer Magnetic Resonance Imaging Brain Cerebral Hemorrhage Retrospective Studies
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Identification of key genes in spontaneous cerebral hemorrhage and prevention of disease damage: LASSO and SVM regression.

Preventive medicine Jul 18, 2023
Prevention is more important than treatment, and the incidence of intracerebral hemorrhage can be effectively reduced by intervening on the risk factors of intracerebral hemorrhage. By studying the risk factors of spontaneous intracerebral hemorrhage...
Humans Repressor Proteins Cerebral Hemorrhage Biomarkers Protein Kinases Risk Factors Support Vector Machine
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