Machine learning regression models and associated variables for predicting preoperative anxiety in paediatric patients

Machine learning regression models and associated variables for predicting preoperative anxiety in paediatric patients

Saved in:

Bibliographic Details
Main Authors:	Abdul Rahman, Javed Khan Sheikh, Mohammad Sarwar Raeen
Format:	Article
Language:	English
Published:	Wolters Kluwer Medknow Publications
Series:	Indian Journal of Anaesthesia
Online Access:	https://journals.lww.com/10.4103/ija.ija_935_24
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Preoperative prediction of multiple biological characteristics in colorectal cancer using MRI and machine learning
by: Qiao-yi Huang, et al.
Published: (2025-01-01)

Prediction of correlation between preoperative parents’ anxiety and their child’s anxiety before elective surgery under anaesthesia: An observational study
by: Kamlesh Kumari, et al.
Published: (2024-09-01)

Ten Machine Learning Models for Predicting Preoperative and Postoperative Coagulopathy in Patients With Trauma: Multicenter Cohort Study
by: Xiaojuan Xiong, et al.
Published: (2025-01-01)

Machine Learning Does Not Improve Humeral Torsion Prediction Compared to Regression in Baseball Pitchers
by: Garrett S Bullock, et al.
Published: (2022-04-01)

Machine learning prediction of anxiety symptoms in social anxiety disorder: utilizing multimodal data from virtual reality sessions
by: Jin-Hyun Park, et al.
Published: (2025-01-01)

Reducing anxiety and enhancing confidence in paediatric patients through visual schedules
by: Gert C. Koekemoer, et al.
Published: (2025-02-01)

Preoperative Anxiety in Greek Children and Their Parents When Presenting for Routine Surgery
by: Aikaterini Charana, et al.
Published: (2018-01-01)

Establishing a preoperative predictive model for gallbladder adenoma and cholesterol polyps based on machine learning: a multicentre retrospective study
by: Yubing Wang, et al.
Published: (2025-01-01)

Multiscale Latent Variable Regression
by: Mohamed N. Nounou, et al.
Published: (2010-01-01)

Taba Binary, Multinomial, and Ordinal Regression Models: New Machine Learning Methods for Classification
by: Mohammad Tabatabai, et al.
Published: (2024-12-01)

Machine Learning with Variable Sampling Rate for Traffic Prediction in 6G MEC IoT
by: Rongqun Peng, et al.
Published: (2022-01-01)

Prevalence of Preoperative Anxiety and Associated Factors Among Surgical Patients: Systematic Review and Meta-Analysis in Ethiopia
by: Magarsa Lami, et al.
Published: (2025-02-01)

Machine learning of swimming data via wisdom of crowd and regression analysis
by: Jiang Xie, et al.
Published: (2017-03-01)

The role of artificial intelligence and machine learning in predicting and combating antimicrobial resistance
by: Hazrat Bilal, et al.
Published: (2025-01-01)

Preoperative anxiety and its impact on surgical outcomes: A systematic review and meta-analysis
by: Mohamed A. Shebl, et al.
Published: (2025-01-01)

Machine learning for predicting strength properties of waste iron slag concrete
by: Matiur Rahman Raju, et al.
Published: (2025-02-01)

Gaussian Process Regression and Machine Learning Methods for Carbon-Based Material Adsorption
by: Manar Ahmed Hamza, et al.
Published: (2022-01-01)

Machine Learning-Driven Resilient Modulus Prediction for Flexible Pavements Across Mountainous and Other Regions
by: Rauf Ayesha, et al.
Published: (2025-01-01)

Group Identification and Variable Selection in Quantile Regression
by: Ali Alkenani, et al.
Published: (2019-01-01)

Improving Airport Flight Prediction System Based on Optimized Regression Vector Machine Algorithm
by: Baraa Yousif Salman, et al.
Published: (2024-09-01)

Radiogenomics and machine learning predict oncogenic signaling pathways in glioblastoma
by: Abdul Basit Ahanger, et al.
Published: (2025-01-01)

Enhancing water pump failure prediction using machine learning: a focus on less-explored variables
by: Reza Rasinojehdehi, et al.
Published: (2023-09-01)

Machine Learning- and Feature Selection-Enabled Framework for Accurate Crop Yield Prediction
by: Sandeep Gupta, et al.
Published: (2022-01-01)

Supporting clinical decision making in the emergency department for paediatric patients using machine learning: A scoping review protocol.
by: Fiona Leonard, et al.
Published: (2023-01-01)

Design of a regression model to predict the presence of depression during pregnancy based on emotional intelligence, parental care, anxiety and stress
by: Sandro Giovanazzi, et al.
Published: (2023-06-01)

Non‐Pharmacological Interventions Before Cataract Surgery for Preoperative Anxiety: A Systematic Review and Meta‐Analysis
by: Mahsan Nabighadim, et al.
Published: (2025-01-01)

Research on Application of Regression Least Squares Support Vector Machine on Performance Prediction of Hydraulic Excavator
by: Zhan-bo Chen
Published: (2014-01-01)

A Weighted Bayesian Kernel Machine Regression Approach for Predicting the Growth of Indoor-Cultured Abalone
by: Seung-Won Seo, et al.
Published: (2025-01-01)

Preoperative Cardiac Variables of Diastolic Dysfunction and Clinical Outcomes in Lung Transplant Recipients
by: Ajay Yadlapati, et al.
Published: (2013-01-01)

Comparison of Machine Learning Methods and Conventional Logistic Regressions for Predicting Gestational Diabetes Using Routine Clinical Data: A Retrospective Cohort Study
by: Yunzhen Ye, et al.
Published: (2020-01-01)

Analyzing the Performance of Machine Learning Techniques in Disease Prediction
by: Khongdet Phasinam, et al.
Published: (2022-01-01)

Machine Learning Model-Based Applications for Food Management in Alzheimer’s Using Regression Analysis Approach
by: Sajadul Hassan Kumhar, et al.
Published: (2022-01-01)

Paediatric Anaesthesia /
by: Davenport,Harold T.
Published: (1982)

Stroke Prediction Based on Machine Learning
by: Zhang Yuhan
Published: (2025-01-01)

Efficiency of Ratio, Product, and Regression Estimators under Maximum and Minimum Values, Using Two Auxiliary Variables
by: Abdullah Y. Al-Hossain, et al.
Published: (2014-01-01)

Integrated Multiscale Latent Variable Regression and Application to Distillation Columns
by: Muddu Madakyaru, et al.
Published: (2013-01-01)

Retracted: Machine Learning Model-Based Applications for Food Management in Alzheimer’s Using Regression Analysis Approach
by: Journal of Food Quality
Published: (2024-01-01)

Preoperative prediction of flexible ureteroscopy outcome in the treatment of renal calculi
by: Mohammed Abozaid, et al.
Published: (2025-02-01)

Preoperative Thrombocytopenia May Predict Poor Surgical Outcome after Extended Hepatectomy
by: Mohammad Golriz, et al.
Published: (2018-01-01)

Preoperative Anxiety Management Practices in Pediatric Anesthesia: Comparative Analysis of an Online Survey Presented to Experts and Social Media Users
by: Armin Sablewski, et al.
Published: (2025-01-01)