☆ 4.6 Review

Prediction models for post-thrombectomy brain edema in patients with acute ischemic stroke: a systematic review and meta-analysis

FRONTIERS IN NEUROLOGY (2023)

Related references

Note: Only part of the references are listed.

Review Clinical Neurology

Implications of Post-recanalization Perfusion Deficit After Acute Ischemic Stroke: a Scoping Review of Clinical and Preclinical Imaging Studies

Noa van der Knaap et al.

Summary: The goal of reperfusion therapy for acute ischemic stroke (AIS) is to restore cerebral blood flow through recanalization of the occluded vessel. However, successful recanalization does not always result in favorable clinical outcome. Post-recanalization perfusion deficits (PRPDs), constituted by cerebral hypo- or hyperperfusion, may contribute to lagging patient recovery rates, but its clinical significance remains unclear.

TRANSLATIONAL STROKE RESEARCH (2023)

Add to Collection

Article Multidisciplinary Sciences

Regression shrinkage and selection via least quantile shrinkage and selection operator

Alireza Daneshvar et al.

Summary: In recent years, the state-of-the-art lasso and adaptive lasso techniques have gained significant attention. The adaptive lasso, unlike the traditional lasso, assigns adaptive weights to penalize coefficients in a different manner. However, the initial coefficient values less than one can lead to large weights and increased bias. To overcome this issue, a new weighted lasso method called 'lqsso' is proposed. The lqsso method takes into account both the signs and magnitudes of the initial coefficients to determine appropriate weights. Simulation studies demonstrate the superiority of the proposed methodology, particularly in high-dimensional settings, and an efficient algorithm for computation is provided. The application of the lqsso method is further illustrated using a real-world problem based on the rat eye dataset.

PLOS ONE (2023)

Add to Collection

Article Radiology, Nuclear Medicine & Medical Imaging

Evaluation of Collateral Circulation in Patients with Acute Ischemic Stroke

Keiko A. Fukuda et al.

RADIOLOGIC CLINICS OF NORTH AMERICA (2023)

Add to Collection

Review Medical Laboratory Technology

Artificial intelligence and machine learning overview in pathology & laboratory medicine: A general review of data preprocessing and basic supervised concepts

Samer Albahra et al.

Summary: Machine learning is increasingly applied in various medical domains, but many pathologists and laboratory professionals lack familiarity with these tools and are not prepared for their integration. To address this knowledge gap, this article provides an overview of key elements in machine learning, covering concepts, data preprocessing methods, study design, and commonly used supervised and unsupervised learning algorithms. The aim is to offer a comprehensive reference for newcomers and those in need of a refresher, with a focus on pathology and laboratory medicine.

SEMINARS IN DIAGNOSTIC PATHOLOGY (2023)

Add to Collection

Review Biochemistry & Molecular Biology

Immunity, Vascular Aging and Stroke

Anna-Maria Louka et al.

Summary: Stroke is a devastating manifestation of cardiovascular disease, with aging, arterial hypertension, and atherosclerosis identified as independent risk factors. Recent studies have shown the influence of the immune system on atherosclerosis, vascular stiffness, and aging, contributing to various stroke-related issues.

CURRENT MEDICINAL CHEMISTRY (2022)

Add to Collection

Article Neuroimaging

Thrombectomy in special populations: report of the Society of NeuroInterventional Surgery Standards and Guidelines Committee

Fawaz Al-Mufti et al.

Summary: Mechanical thrombectomy can be effective for treating ELVO in ischemic stroke in special populations such as those over 80, under 18, with thrombocytopenia, pregnant, or with endocarditis. While outcomes may not be as favorable as in younger or normal platelet count patients, there is still potential benefit, especially in the elderly. Limited data is available for patients with collagen vascular diseases, but in carefully selected cases, MT may still be appropriate.

JOURNAL OF NEUROINTERVENTIONAL SURGERY (2022)

Add to Collection

Article Cardiac & Cardiovascular Systems

Global Trends in Mortality and Burden of Stroke Attributable to Lead Exposure From 1990 to 2019

Tongchao Zhang et al.

Summary: This study assessed the global spatiotemporal patterns of lead exposure-related stroke burden and found that lead exposure is an important risk factor for stroke. The highest stroke mortality and DALYs attributable to lead exposure were observed in males, the elderly population, low and middle-income countries, and the intracerebral hemorrhage subtype. From 1990 to 2019, there was a decreasing trend in stroke mortality and DALYs attributable to lead exposure, especially in females, high-income countries, and the subarachnoid hemorrhage subtype.

FRONTIERS IN CARDIOVASCULAR MEDICINE (2022)

Add to Collection

Article Clinical Neurology

Predicting futile recanalization, malignant cerebral edema, and cerebral herniation using intelligible ensemble machine learning following mechanical thrombectomy for acute ischemic stroke

Weixiong Zeng et al.

Summary: This study developed an ensemble machine learning model and accurately predicted the risks of futile recanalization, malignant cerebral edema, and cerebral herniation in patients with acute ischemic stroke who underwent mechanical thrombectomy.

FRONTIERS IN NEUROLOGY (2022)

Add to Collection

Article Clinical Neurology

Predictors and Dynamic Nomogram to Determine the Individual Risk of Malignant Brain Edema After Endovascular Thrombectomy in Acute Ischemic Stroke

Qian-Mei Jiang et al.

Summary: This study aimed to construct a dynamic web-based nomogram for predicting the risk of malignant brain edema (MBE) in acute ischemic stroke (AIS) patients after endovascular thrombectomy (ET). The nomogram showed good discrimination ability and calibration. Our nomogram outperformed the previous risk models in predicting brain edema after ET.

JOURNAL OF CLINICAL NEUROLOGY (2022)

Add to Collection

Review Clinical Neurology

Recanalization Therapy for Acute Ischemic Stroke with Large Vessel Occlusion: Where We Are and What Comes Next?

Mohammad Shafie et al.

Summary: This review discusses the evolution of treatment for acute ischemic stroke with large vessel occlusion, from early medical therapy to the latest mechanical thrombectomy, and highlights potential areas for exploration and progress in endovascular thrombectomy in the next decade.

TRANSLATIONAL STROKE RESEARCH (2021)

Add to Collection

Article Anesthesiology

Statistical Development and Validation of Clinical Prediction Models

Steven J. Staffa et al.

Summary: Clinical prediction models in anesthesia and surgery research have important applications and must be properly validated for accuracy, reliability, and generalizability. This article aims to educate researchers on key statistical concepts related to the development and validation of multivariable prediction models, including discrimination and calibration. A case study is used to illustrate the process of developing and validating multivariable prediction models.

ANESTHESIOLOGY (2021)

Add to Collection

Article Medicine, General & Internal

Protocol for development of a reporting guideline (TRIPOD-AI) and risk of bias tool (PROBAST-AI) for diagnostic and prognostic prediction model studies based on artificial intelligence

Gary S. Collins et al.

Summary: This paper outlines the development process of TRIPOD-AI and PROBAST-AI, including systematic reviews, Delphi process, virtual consensus meetings, and tool development, in five stages. The aim is to provide reporting guidelines and a standardized tool for the critical appraisal of machine learning based prediction model studies.

BMJ OPEN (2021)

Add to Collection

Review Clinical Neurology

Comparison of Risk Factors, Safety, and Efficacy Outcomes of Mechanical Thrombectomy in Posterior vs. Anterior Circulation Large Vessel Occlusion

Joshua Mbroh et al.

Summary: Studies have shown that there are differences in the treatment process and prognosis between posterior circulation large vessel occlusion (PCLVO) and anterior circulation large vessel occlusion (ACLVO) strokes. While PCLVO patients exhibit variations in certain factors, their success in achieving recanalization and favorable functional outcomes is comparable to ACLVO patients, with a lower rate of symptomatic intracranial hemorrhage and higher mortality for PCLVO.

FRONTIERS IN NEUROLOGY (2021)

Add to Collection

Review Cardiac & Cardiovascular Systems

Prediction models for atrial fibrillation applicable in the community: a systematic review and meta-analysis

Jelle C. L. Himmelreich et al.

EUROPACE (2020)

Add to Collection

Article Clinical Neurology

A Nomogram Model to Predict Malignant Cerebral Edema in Ischemic Stroke Patients Treated with Endovascular Thrombectomy: An Observational Study

Mingyang Du et al.

NEUROPSYCHIATRIC DISEASE AND TREATMENT (2020)

Add to Collection

Article Medicine, General & Internal

PROBAST: A Tool to Assess the Risk of Bias and Applicability of Prediction Model Studies

Robert F. Wolff et al.

ANNALS OF INTERNAL MEDICINE (2019)

Add to Collection

Article Clinical Neurology

A prediction model of brain edema after endovascular treatment in patients with acute ischemic stroke

Xiangliang Chen et al.

JOURNAL OF THE NEUROLOGICAL SCIENCES (2019)

Add to Collection

Review Clinical Neurology

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

William J. Powers et al.

STROKE (2019)

Add to Collection

Article Health Care Sciences & Services

Poor performance of clinical prediction models: the harm of commonly applied methods

Ewout W. Steyerberg et al.

JOURNAL OF CLINICAL EPIDEMIOLOGY (2018)

Add to Collection

Article Medicine, General & Internal

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

G. W. Albers et al.

NEW ENGLAND JOURNAL OF MEDICINE (2018)

Add to Collection

Review Oncology

How to conduct a high-quality original study on a prognostic research topic

Xiaomei Yao et al.

SURGICAL ONCOLOGY-OXFORD (2018)

Add to Collection

Review Clinical Neurology

Impact of collaterals on the efficacy and safety of endovascular treatment in acute ischaemic stroke: a systematic review and meta-analysis

Xinyi Leng et al.

JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY (2016)

Add to Collection

Article Medicine, General & Internal

Endovascular thrombectomy after large-vessel ischaemic stroke: a meta-analysis of individual patient data from five randomised trials

Mayank Goyal et al.

LANCET (2016)

Add to Collection

Review Oncology

Nomograms in oncology: more than meets the eye

Vinod P. Balachandran et al.

LANCET ONCOLOGY (2015)

Add to Collection

Article Clinical Neurology

Surgical management of traumatic brain injury: a comparative-effectiveness study of 2 centers Clinical article

Jed A. Hartings et al.

JOURNAL OF NEUROSURGERY (2014)

Add to Collection

Review Cardiac & Cardiovascular Systems

Risk prediction models: I. Development, internal validation, and assessing the incremental value of a new (bio)marker

Karel G. M. Moons et al.

HEART (2012)

Add to Collection

Article Obstetrics & Gynecology

Methods of clinical prediction

WA Grobman et al.

AMERICAN JOURNAL OF OBSTETRICS AND GYNECOLOGY (2006)

Add to Collection

© Peeref 2019-2024. All rights reserved.