Cargando…

Comparative Analysis on Machine Learning and Deep Learning to Predict Post-Induction Hypotension

Hypotensive events in the initial stage of anesthesia can cause serious complications in the patients after surgery, which could be fatal. In this study, we intended to predict hypotension after tracheal intubation using machine learning and deep learning techniques after intubation one minute in ad...

Descripción completa

Detalles Bibliográficos
Autores principales:	Lee, Jihyun, Woo, Jiyoung, Kang, Ah Reum, Jeong, Young-Seob, Jung, Woohyun, Lee, Misoon, Kim, Sang Hyun
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2020
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7472016/ https://www.ncbi.nlm.nih.gov/pubmed/32824073 http://dx.doi.org/10.3390/s20164575

Ejemplares similares

Development of a prediction model for hypotension after induction of anesthesia using machine learning
por: Kang, Ah Reum, et al.
Publicado: (2020)

Intraoperative Hypotension Prediction Model Based on Systematic Feature Engineering and Machine Learning
por: Lee, Subin, et al.
Publicado: (2022)

Malware Detection of Hangul Word Processor Files Using Spatial Pyramid Average Pooling
por: Jeong, Young-Seob, et al.
Publicado: (2020)

Prediction of blood pressure changes associated with abdominal pressure changes during robotic laparoscopic low abdominal surgery using deep learning
por: Chung, Yang-Hoon, et al.
Publicado: (2022)

Antimalarial Drug Predictions Using Molecular Descriptors and Machine Learning against Plasmodium Falciparum
por: Mswahili, Medard Edmund, et al.
Publicado: (2021)

Machine learning model to predict hypotension after starting continuous renal replacement therapy
por: Kang, Min Woo, et al.
Publicado: (2021)

Predicting intraoperative hypotension using deep learning with waveforms of arterial blood pressure, electroencephalogram, and electrocardiogram: Retrospective study
por: Jo, Yong-Yeon, et al.
Publicado: (2022)

Machine learning for predicting acute hypotension: A systematic review
por: Zhao, Anxing, et al.
Publicado: (2022)

Predictors of Post-induction Hypotension for Patients With Pulmonary Hypertension
por: Bellotti, Adriano, et al.
Publicado: (2022)

Risk Assessment Program of Highly Pathogenic Avian Influenza with Deep Learning Algorithm
por: Yoon, Hachung, et al.
Publicado: (2020)

Heart-Rate-Based Machine-Learning Algorithms for Screening Orthostatic Hypotension
por: Kim, Jung Bin, et al.
Publicado: (2020)

Deep Learning on Electrocardiograms for Prediction of In-hospital Intradialytic Hypotension in Patients with ESKD
por: Vaid, Akhil, et al.
Publicado: (2023)

Comparisons of clinical characteristics, brain MRI findings, and responses to epidural blood patch between spontaneous intracranial hypotension and post-dural puncture headache: retrospective study
por: Lee, Gha-Hyun, et al.
Publicado: (2021)

Introduction to Machine Learning and Deep Learning
por: Kagan, Michael
Publicado: (2023)

Deep Learning Model for Predicting Intradialytic Hypotension Without Privacy Infringement: A Retrospective Two-Center Study
por: Kim, Hyung Woo, et al.
Publicado: (2022)

Editorial of Special Issue “Deep Learning and Machine Learning in Bioinformatics”
por: Kang, Mingon, et al.
Publicado: (2022)

Deep in-memory architectures for machine learning
por: Kang, Mingu, et al.
Publicado: (2020)

Predicting the Appearance of Hypotension during Hemodialysis Sessions Using Machine Learning Classifiers
por: Gómez-Pulido, Juan A., et al.
Publicado: (2021)

Artificial intelligence, machine learning, and deep learning in women’s health nursing
por: Jeong, Geum Hee
Publicado: (2020)

Novel Cocrystals of Vonoprazan: Machine Learning-Assisted Discovery
por: Lee, Min-Jeong, et al.
Publicado: (2022)

Using Feature‐Assisted Machine Learning Algorithms to Boost Polarity in Lead‐Free Multicomponent Niobate Alloys for High‐Performance Ferroelectrics
por: Oh, Seung‐Hyun Victor, et al.
Publicado: (2022)

Real-time dual prediction of intradialytic hypotension and hypertension using an explainable deep learning model
por: Yun, Donghwan, et al.
Publicado: (2023)

Post-induction hypotension and intraoperative hypotension as potential separate risk factors for the adverse outcome: a cohort study
por: Czajka, Szymon, et al.
Publicado: (2023)

Openlab Machine Learning/ Deep Learning for simulation
por: Vallecorsa, Sofia
Publicado: (2018)

Artificial intelligence, machine learning, and deep learning
por: Campesato, Oswald
Publicado: (2020)

Machine learning and deep learning approaches in IoT
por: Javed, Abqa, et al.
Publicado: (2023)

Python machine learning: machine learning and deep learning with Python, scikit-learn, and TensorFlow
por: Raschka, Sebastian, et al.
Publicado: (2017)

Prediction of Postoperative Complications for Patients of End Stage Renal Disease
por: Jeong, Young-Seob, et al.
Publicado: (2021)

Real-time prediction of intradialytic hypotension using machine learning and cloud computing infrastructure
por: Zhang, Hanjie, et al.
Publicado: (2023)

Ultrasonographic Carotid Artery Flow Measurements as Predictors of Spinal Anesthesia-Induced Hypotension in Elderly Patients: A Prospective Observational Study
por: Kim, Hyae-Jin, et al.
Publicado: (2022)

Python machine learning: machine learning and deep learning with Python, scikit-learn, and TensorFlow 2
por: Raschka, Sebastian, et al.
Publicado: (2019)

Deep learning based prediction of extraction difficulty for mandibular third molars
por: Yoo, Jeong-Hun, et al.
Publicado: (2021)

Transitional zone prostate cancer: Performance of texture-based machine learning and image-based deep learning
por: Lee, Myoung Seok, et al.
Publicado: (2023)

Artificial intelligence driven by machine learning and deep learning
por: Zohuri, Bahman, et al.
Publicado: (2020)

Introduction to Machine Learning, Neural Networks, and Deep Learning
por: Choi, Rene Y., et al.
Publicado: (2020)

Machine Learning and Deep Learning for the Pharmacogenomics of Antidepressant Treatments
por: Lin, Eugene, et al.
Publicado: (2021)

Machine learning and deep learning applications in microbiome research
por: Hernández Medina, Ricardo, et al.
Publicado: (2022)

A Review of Machine Learning and Deep Learning Approaches on Mental Health Diagnosis
por: Iyortsuun, Ngumimi Karen, et al.
Publicado: (2023)

Construction of an Early Alert System for Intradialytic Hypotension before Initiating Hemodialysis Based on Machine Learning
por: Hong, Daqing, et al.
Publicado: (2023)

Deep learning based prediction of necessity for orthognathic surgery of skeletal malocclusion using cephalogram in Korean individuals
por: Shin, WooSang, et al.
Publicado: (2021)

Cannot write session to /tmp/vufind_sessions/sess_dif9h028e2vbfanteopva7b5ql