A machine learning model for visualization and dynamic clinical prediction of stroke recurrence in acute ischemic stroke patients: A real-world retrospective study

A machine learning model for visualization and dynamic clinical prediction of stroke recurrence in acute ischemic stroke patients: A real-world retrospective study

Background and purposeRecurrent stroke accounts for 25–30% of all preventable strokes, and this study was conducted to establish a machine learning-based clinical predictive rice idol for predicting stroke recurrence within 1 year in patients with acute ischemic stroke (AIS).MethodsA total of 645 AI...

Полное описание

Библиографические подробности
Главные авторы:	Kai Wang, Qianqian Shi, Chao Sun, Wencai Liu, Vicky Yau, Chan Xu, Haiyan Liu, Chenyu Sun, Chengliang Yin, Xiu’e Wei, Wenle Li, Liangqun Rong
Формат:	Статья
Язык:	English
Опубликовано:	Frontiers Media S.A. 2023-03-01
Серии:	Frontiers in Neuroscience
Предметы:	stroke recurrence machine learning SHAP web calculator
Online-ссылка:	https://www.frontiersin.org/articles/10.3389/fnins.2023.1130831/full

Схожие документы

Corrigendum: A machine learning model for visualization and dynamic clinical prediction of stroke recurrence in acute ischemic stroke patients: a real-world retrospective study
по: Kai Wang, и др.
Опубликовано: (2023-07-01)

The predictors of death within 1 year in acute ischemic stroke patients based on machine learning
по: Kai Wang, и др.
Опубликовано: (2023-02-01)

A clinical prediction model based on interpretable machine learning algorithms for prolonged hospital stay in acute ischemic stroke patients: a real-world study
по: Kai Wang, и др.
Опубликовано: (2023-11-01)

Development and validation of a machine learning-based prognostic risk stratification model for acute ischemic stroke
по: Kai Wang, и др.
Опубликовано: (2023-08-01)

A one-year relapse prediction model for acute ischemic stroke (AIS) based on clinical big data
по: Wenle Li, и др.
Опубликовано: (2024-06-01)

A clinical prediction model for predicting the risk of liver metastasis from renal cell carcinoma based on machine learning
по: Ziye Wang, и др.
Опубликовано: (2023-01-01)

Early blood pressure changes during systemic thrombolysis and its association with unexplained early neurological deterioration in small subcortical infarct
по: Xiu'e Wei, и др.
Опубликовано: (2022-08-01)

Machine Learning Applications for the Prediction of Bone Cement Leakage in Percutaneous Vertebroplasty
по: Wenle Li, и др.
Опубликовано: (2021-12-01)

Interpretable machine learning for predicting 28-day all-cause in-hospital mortality for hypertensive ischemic or hemorrhagic stroke patients in the ICU: a multi-center retrospective cohort study with internal and external cross-validation
по: Jian Huang, и др.
Опубликовано: (2023-08-01)

Aberrant cerebral blood flow and functional connectivity in patients with vestibular migraine: a resting-state ASL and fMRI study
по: Zhengwei Chen, и др.
Опубликовано: (2024-05-01)

Construction of a machine learning-based prediction model for unfavorable discharge outcomes in patients with ischemic stroke
по: Yuancheng He, и др.
Опубликовано: (2024-09-01)

Impact of Stress Hyperglycemia on Early Neurological Deterioration in Acute Ischemic Stroke Patients Treated With Intravenous Thrombolysis
по: Ling Wang, и др.
Опубликовано: (2022-05-01)

Altered amplitude of low-frequency fluctuation and functional connectivity in patients with acute unilateral vestibulopathy: a resting-state fMRI study
по: Zhengwei Chen, и др.
Опубликовано: (2025-01-01)

Altered functional activity of the precuneus and superior temporal gyrus in patients with residual dizziness caused by benign paroxysmal positional vertigo
по: Cunxin Lin, и др.
Опубликовано: (2023-10-01)

Development of a Machine Learning-Based Predictive Model for Lung Metastasis in Patients With Ewing Sarcoma
по: Wenle Li, и др.
Опубликовано: (2022-04-01)

Machine Learning-Based Prediction of Lymph Node Metastasis Among Osteosarcoma Patients
по: Wenle Li, и др.
Опубликовано: (2022-04-01)

An Improved Concatenation of Deep Learning Models for Predicting and Interpreting Ischemic Stroke
по: Sapiah Sakri, и др.
Опубликовано: (2024-01-01)

Following intravenous thrombolysis, the outcome of diabetes mellitus associated with acute ischemic stroke was predicted via machine learning
по: Xiaoqing Liu, и др.
Опубликовано: (2025-01-01)

A Machine Learning-Based Predictive Model for Predicting Lymph Node Metastasis in Patients With Ewing’s Sarcoma
по: Wenle Li, и др.
Опубликовано: (2022-04-01)

Incorporation of a machine learning pathological diagnosis algorithm into the thyroid ultrasound imaging data improves the diagnosis risk of malignant thyroid nodules
по: Wanying Li, и др.
Опубликовано: (2022-12-01)

Analysis of main risk factors causing stroke in Shanxi Province based on machine learning models
по: Junjie Liu, и др.
Опубликовано: (2021-01-01)

Development and validation of a machine learning model to predict the risk of lymph node metastasis in renal carcinoma
по: Xiaowei Feng, и др.
Опубликовано: (2022-11-01)

Dynamic Predictive Models With Visualized Machine Learning for Assessing Chondrosarcoma Overall Survival
по: Wenle Li, и др.
Опубликовано: (2022-07-01)

Interpreting Stroke-Impaired Electromyography Patterns through Explainable Artificial Intelligence
по: Iqram Hussain, и др.
Опубликовано: (2024-02-01)

Altered thalamus functional connectivity in patients with acute unilateral vestibulopathy: a resting-state fMRI study
по: Zhengwei Chen, и др.
Опубликовано: (2024-07-01)

A Visualized Dynamic Prediction Model for Lymphatic Metastasis in Ewing's Sarcoma for Smart Medical Services
по: Wenle Li, и др.
Опубликовано: (2022-05-01)

Analysis of Health-Related Quality of Life in Elderly Patients with Stroke Complicated by Hypertension in China Using the EQ-5D-3L Scale
по: Wang S, и др.
Опубликовано: (2024-04-01)

Explainable and Interpretable Model for the Early Detection of Brain Stroke Using Optimized Boosting Algorithms
по: Yogita Dubey, и др.
Опубликовано: (2024-11-01)

Asset risk assessment and management of large-scale electricity enterprises under the concept of financial sharing
по: Bai Minyue, и др.
Опубликовано: (2024-07-01)

Multiple Explainable Approaches to Predict the Risk of Stroke Using Artificial Intelligence
по: Susmita S, и др.
Опубликовано: (2023-08-01)

Increased functional connectivity between default mode network and visual network potentially correlates with duration of residual dizziness in patients with benign paroxysmal positional vertigo
по: Zhengwei Chen, и др.
Опубликовано: (2024-03-01)

Predicting osteoporotic fractures post-vertebroplasty: a machine learning approach with a web-based calculator
по: Sanying Cai, и др.
Опубликовано: (2024-05-01)

Development and Validation of a Predictive Model to Evaluate the Risk of Bone Metastasis in Kidney Cancer
по: Shengtao Dong, и др.
Опубликовано: (2021-11-01)

Brain-Targeted Drug Delivery Platforms for Ischemic Stroke Therapy
по: Yunhan Zhang, и др.
Опубликовано: (2024-01-01)

Causal associations of ischemic stroke, metabolic factors, and related medications with epilepsy: a Mendelian randomization study
по: Wencai Wang, и др.
Опубликовано: (2024-11-01)

Research progress of cancer⁃associated ischemic stroke
по: Ji⁃wei JIANG, и др.
Опубликовано: (2020-04-01)

Improving stroke risk prediction by integrating XGBoost, optimized principal component analysis, and explainable artificial intelligence
по: Lesia Mochurad, и др.
Опубликовано: (2025-02-01)

Characterization of sucrose nonfermenting-1-related protein kinase 2 (SnRK2) gene family in Haynaldia villosa demonstrated SnRK2.9-V enhances drought and salt stress tolerance of common wheat
по: Jia Liu, и др.
Опубликовано: (2024-02-01)

A clinical prediction model for lung metastasis risk in osteosarcoma: A multicenter retrospective study
по: Shengping Zheng, и др.
Опубликовано: (2023-02-01)

Clinical utility of the Snaith-Hamilton-Pleasure scale in the Chinese settings
по: Liu Wen-hua, и др.
Опубликовано: (2012-10-01)