External Validation of a Neural Network Model in Aneurysmal Subarachnoid Hemorrhage: A Comparison With Conventional Logistic Regression Models-Reference-Cited by-同舟云学术

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External Validation of a Neural Network Model in Aneurysmal Subarachnoid Hemorrhage: A Comparison With Conventional Logistic Regression Models

Published:2022-02-07 Issue:5 Volume:90 Page:552-561
ISSN:0148-396X
Container-title:Neurosurgery
language:en
Short-container-title:

Author:

Feghali James,Sattari Shahab Aldin,Wicks Elizabeth E.,Gami Abhishek,Rapaport Sarah,Azad Tej D.,Yang Wuyang,Xu Risheng,Tamargo Rafael J.,Huang Judy

Publisher

Ovid Technologies (Wolters Kluwer Health)

Subject

Neurology (clinical),Surgery

Reference52 articles.

1. Case-fatality rates and functional outcome after subarachnoid hemorrhage: a systematic review;Hop;Stroke,1997

2. Long-term excess mortality after aneurysmal subarachnoid hemorrhage: patients with multiple aneurysms at risk;Huhtakangas;Stroke,2015

3. Development and validation of outcome prediction models for aneurysmal subarachnoid haemorrhage: the SAHIT multinational cohort study;Jaja;BMJ,2018

4. Aging patient population with ruptured aneurysms: trend over 28 years;Feghali;Neurosurgery,2021

5. Aneurysmal subarachnoid hemorrhage: trends, outcomes, and predictions from a 15-year perspective of a single neurocritical care unit;Samuels;Neurosurgery,2021

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1. Machine Learning in Neurosurgery: Toward Complex Inputs, Actionable Predictions, and Generalizable Translations;Cureus;2024-01-09

2. Clinical prediction models for aneurysmal subarachnoid hemorrhage: a systematic review update;Journal of NeuroInterventional Surgery;2023-12-21

3. The Response;NEUROSURG FOCUS;2023

4. Complex Morphologic Analysis of Cerebral Aneurysms Through the Novel Use of Fractal Dimension as a Predictor of Rupture Status: A Proof of Concept Study;World Neurosurgery;2023-07

5. Commentary: Validation of Machine Learning-Based Automated Surgical Instrument Annotation Using Publicly Available Intraoperative Video;Operative Neurosurgery;2022-06-08

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