☆ 4.5 Article

Predicting Long-Term Recovery of Consciousness in Prolonged Disorders of Consciousness Based on Coma Recovery Scale-Revised Subscores: Validation of a Machine Learning-Based Prognostic Index

BRAIN SCIENCES (2023)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Multidisciplinary Sciences

Predicting outcome of patients with prolonged disorders of consciousness using machine learning models based on medical complexity

Piergiuseppe Liuzzi et al.

Summary: This study investigates the impact of medical complications on the prediction of clinical outcomes in patients with severe acquired brain injury and prolonged disorders of consciousness (pDoC) using machine learning models. A decision support tool is developed to distinguish patients who will achieve sufficient independence levels at 6 months.

SCIENTIFIC REPORTS (2022)

添加到收藏夹

Article Neurosciences

Multi-center study on overall clinical complexity of patients with prolonged disorders of consciousness of different etiologies

A. Estraneo et al.

Summary: The study assessed the overall clinical complexity of patients with acquired disorders of consciousness (DoC) and found that patients with non-traumatic etiology had higher complexity compared to traumatic etiology patients. Patients with anoxic etiology had higher complexity and greater need for medical devices. Overall clinical complexity was significantly higher in patients with vegetative state/unresponsive wakefulness syndrome (VS/UWS) compared to minimally conscious state (MCS).

BRAIN INJURY (2021)

添加到收藏夹

Review Urology & Nephrology

External validation of prognostic models: what, why, how, when and where?

Chava L. Ramspek et al.

Summary: This article highlights the importance of external validation studies for improving prediction models' reproducibility and generalizability. Various methodological considerations and statistical analyses are crucial for designing and interpreting external validation studies.

CLINICAL KIDNEY JOURNAL (2021)

添加到收藏夹

Article Critical Care Medicine

Explaining Outcome Differences between Men and Women following Mild Traumatic Brain Injury

Ana Mikolic et al.

Summary: In this study, it was found that women had worse outcomes following mild traumatic brain injury (TBI), and this was only partly explained by psychiatric history. Other factors beyond specified variables seem to underlie the observed differences between men and women in TBI outcomes. Future research should explore further aspects of gender roles and identity, as well as biological factors, to understand sex and gender differences in TBI outcomes.

JOURNAL OF NEUROTRAUMA (2021)

添加到收藏夹

Article Computer Science, Interdisciplinary Applications

The importance of being external. methodological insights for the external validation of machine learning models in medicine

Federico Cabitza et al.

Summary: This study introduces a meta-validation method to assess the robustness of medical machine learning models through external validation procedures, considering dataset cardinality and data similarity. The results showed that the validation datasets had adequate cardinality and similarity, leading to good performance of the validated model, indicating the reliability of the results.

COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE (2021)

添加到收藏夹

Review Clinical Neurology

European Academy of Neurology guideline on the diagnosis of coma and other disorders of consciousness

D. Kondziella et al.

EUROPEAN JOURNAL OF NEUROLOGY (2020)

添加到收藏夹

Article Clinical Neurology

Multicenter prospective study on predictors of short-term outcome in disorders of consciousness

Anna Estraneo et al.

NEUROLOGY (2020)

添加到收藏夹

Review Neurosciences

Noninvasive brain stimulation for patients with a disorder of consciousness: a systematic review and meta-analysis

Yali Feng et al.

REVIEWS IN THE NEUROSCIENCES (2020)

添加到收藏夹

Article Neurosciences

Covert Cognition in Disorders of Consciousness: A Meta-Analysis

Caroline Schnakers et al.

BRAIN SCIENCES (2020)

添加到收藏夹

Article Computer Science, Information Systems

Unsupervised K-Means Clustering Algorithm

Kristina P. Sinaga et al.

IEEE ACCESS (2020)

添加到收藏夹

Article Neurosciences

Diagnostic accuracy of the CRS-R index in patients with disorders of consciousness

Jitka Annen et al.

BRAIN INJURY (2019)

添加到收藏夹

Review Clinical Neurology

Therapeutic interventions in patients with prolonged disorders of consciousness

Aurore Thibaut et al.

LANCET NEUROLOGY (2019)

添加到收藏夹

Article Neurosciences

Demographical and clinical indices for long-term evolution of patients in vegetative or in minimally conscious state

A. Estraneo et al.

BRAIN INJURY (2019)

添加到收藏夹

Article Clinical Neurology

Improvement rate of patients with severe brain injury during post-acute intensive rehabilitation

Rita Formisano et al.

NEUROLOGICAL SCIENCES (2018)

添加到收藏夹

Article Rehabilitation

Do Medical Complications Impact Long-Term Outcomes in Prolonged Disorders of Consciousness?

Anna Estraneo et al.

ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION (2018)

添加到收藏夹

Article Neurosciences

Score on Coma Recovery Scale-Revised at admission predicts outcome at discharge in intensive rehabilitation after severe brain injury

Emilio Portaccio et al.

BRAIN INJURY (2018)

添加到收藏夹

Article Clinical Neurology

Practice guideline update recommendations summary: Disorders of consciousness Report of the Guideline Development, Dissemination, and Implementation Subcommittee of the American Academy of Neurology; the American Congress of Rehabilitation Medicine; and the National Institute on Disability, Independent Living, and Rehabilitation Research

Joseph T. Giacino et al.

NEUROLOGY (2018)

添加到收藏夹

Review Clinical Neurology

Ethical, palliative, and policy considerations in disorders of consciousness

Joseph J. Fins et al.

NEUROLOGY (2018)

添加到收藏夹

Article Clinical Neurology

Early rehabilitation: benefits in patients with severe acquired brain injury

Rita Formisano et al.

NEUROLOGICAL SCIENCES (2017)

添加到收藏夹

Article

Recovery from vegetative state of patients with a severe brain injury: a 4-year real-practice with a severe brain injury: a 4-year real-practice prospective cohort study

Alessio Baricich

FUNCTIONAL NEUROLOGY (2017)

添加到收藏夹

Article Behavioral Sciences

Care pathways models and clinical outcomes in Disorders of consciousness

Davide Sattin et al.

BRAIN AND BEHAVIOR (2017)

添加到收藏夹

Article Rehabilitation

Sensitivity and Specificity of the Coma Recovery Scale-Revised Total Score in Detection of Conscious Awareness

Yelena G. Bodien et al.

ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION (2016)

添加到收藏夹

Article Rehabilitation

A study of the psychological distress in family caregivers of patients with prolonged disorders of consciousness during in-hospital rehabilitation

Pasquale Moretta et al.

CLINICAL REHABILITATION (2014)

添加到收藏夹

Review Multidisciplinary Sciences

Plasticity of the aging brain: New directions in cognitive neuroscience

Angela Gutchess

SCIENCE (2014)

添加到收藏夹

Article Clinical Neurology

Predictors of recovery of responsiveness in prolonged anoxic vegetative state

Anna Estraneo et al.

NEUROLOGY (2013)

添加到收藏夹

Article Rehabilitation

Assessment Scales for Disorders of Consciousness: Evidence-Based Recommendations for Clinical Practice and Research

Ronald T. Seel et al.

ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION (2010)

添加到收藏夹

Article Medicine, General & Internal

Unresponsive wakefulness syndrome: a new name for the vegetative state or apallic syndrome

Steven Laureys et al.

BMC MEDICINE (2010)

添加到收藏夹

Article Rehabilitation

Neural Plasticity After Acquired Brain Injury: Evidence from Functional Neuroimaging

Haiwen Chen et al.

PM&R (2010)

添加到收藏夹

Article Rehabilitation

The JFK Coma Recovery Scale-Revised: Measurement characteristics and diagnostic utility

JT Giacino et al.

ARCHIVES OF PHYSICAL MEDICINE AND REHABILITATION (2004)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.