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Machine learning-based prediction of intraoperative hypoxemia for pediatric patients

PloS one, 2023-03, Vol.18 (3), p.e0282303-e0282303

2023

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Real-time dual prediction of intradialytic hypotension and hypertension using an explainable deep learning model

Scientific reports, 2023-10, Vol.13 (1), p.18054-18054, Article 18054

2023

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Automatic prediction of left cardiac chamber enlargement from chest radiographs using convolutional neural network

European radiology, 2021-11, Vol.31 (11), p.8130-8140

2021

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Exploring the Research Trend of Smart Factory with Topic Modeling

Sustainability, 2018-08, Vol.10 (8), p.2779

2018

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Development and Validation of an Arterial Pressure-Based Cardiac Output Algorithm Using a Convolutional Neural Network: Retrospective Study Based on Prospective Registry Data

JMIR medical informatics, 2021-08, Vol.9 (8), p.e24762-e24762

2021

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Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU

NPJ digital medicine, 2023-11, Vol.6 (1), p.215-215, Article 215

2023

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Automatic segmentation of atrial fibrillation and flutter in single-lead electrocardiograms by self-supervised learning and Transformer architecture

Journal of the American Medical Informatics Association : JAMIA, 2023-12, Vol.31 (1), p.79-88

2023

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Weakly supervised lesion localization for age-related macular degeneration detection using optical coherence tomography images

PloS one, 2019-04, Vol.14 (4), p.e0215076-e0215076

2019

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Artificial intelligence in perioperative medicine: a narrative review

Korean journal of anesthesiology, 2022-06, Vol.75 (3), p.202-215

2022

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Deep learning-based long-term risk evaluation of incident type 2 diabetes using electrocardiogram in a non-diabetic population: a retrospective, multicentre study

EClinicalMedicine, 2024-02, Vol.68, p.102445-102445, Article 102445

2024

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Attention Mechanisms for Physiological Signal Deep Learning: Which Attention Should We Take?

Medical Image Computing and Computer Assisted Intervention – MICCAI 2022, p.613-622

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Feasibility of estimating tidal volume from electrocardiograph-derived respiration signal and respiration waveform

Journal of critical care, 2025-02, Vol.85, p.154920, Article 154920

2025

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A Deep Learning Method for Intraoperative Age-agnostic and Disease-specific Cardiac Output Monitoring from Arterial Blood Pressure

2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE), 2020, p.662-666

2020

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PO-02-188 DEEP LEARNING PREDICTION OF REDUCED LEFT VENTRICULAR EJECTION FRACTION AMONG PATIENTS WITH ATRIAL FIBRILLATION

Heart rhythm, 2023-05, Vol.20 (5), p.S303-S304

2023

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Is a split-dose regimen of 2 L polyethylene glycol plus ascorbic acid tolerable for colonoscopy in an early morning visit to a comprehensive medical check-up?

World journal of gastroenterology : WJG, 2017-02, Vol.23 (6), p.1030-1037

2017

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Deep learning-based long-term risk evaluation of incident type 2 diabetes using electrocardiogram in a non-diabetic population: a retrospective, multicentre studyResearch in context

EClinicalMedicine, 2024-02, Vol.68, p.102445

2024

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Machine learning-based prediction of intraoperative hypoxemia for pediatric patients

PloS one, 2023-01, Vol.18 (3)

2023

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A Fundamental Study on Application Eco Friendly Grouting Material for Old Aged Reserve Reinforcement

Journal of the Korean institute of rural architecture, 2019-05, Vol.21 (2), p.35-42

2019

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Toxicity of orally administered food‐grade titanium dioxide nanoparticles

Journal of applied toxicology, 2021-07, Vol.41 (7), p.1127-1147

2021

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Neurite extension and neuronal differentiation of human induced pluripotent stem cell derived neural stem cells on polyethylene glycol hydrogels containing a continuous Young's Modulus gradient

Journal of biomedical materials research. Part A, 2017-03, Vol.105 (3), p.824-833

2017

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Evidence-Based Guidelines for the Treatment of Helicobacter pylori Infection in Korea 2020

Gut and Liver, 2021, 15(2), , pp.168-195

2021

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The influence of fiber size distribution of type IIB on carcass traits and meat quality in pigs

Meat science, 2013-06, Vol.94 (2), p.267-273

2013

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Cytoprotective and anti-inflammatory effects of melatonin in hydrogen peroxide-stimulated CHON-001 human chondrocyte cell line and rabbit model of osteoarthritis via the SIRT1 pathway

Journal of pineal research, 2012-10, Vol.53 (3), p.225-237

2012

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Strain hardening fiber reinforced alkali-activated mortar – A feasibility study

Construction & building materials, 2012-12, Vol.37, p.15-20

2012

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N2O dynamics in the western Arctic Ocean during the summer of 2017

Scientific reports, 2021-06, Vol.11 (1), p.12589-12589, Article 12589

2021

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Machine learning-based prediction of intraoperative hypoxemia for pediatric patients

Real-time dual prediction of intradialytic hypotension and hypertension using an explainable deep learning model

Automatic prediction of left cardiac chamber enlargement from chest radiographs using convolutional neural network

Exploring the Research Trend of Smart Factory with Topic Modeling

Development and Validation of an Arterial Pressure-Based Cardiac Output Algorithm Using a Convolutional Neural Network: Retrospective Study Based on Prospective Registry Data

Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU

Automatic segmentation of atrial fibrillation and flutter in single-lead electrocardiograms by self-supervised learning and Transformer architecture

Weakly supervised lesion localization for age-related macular degeneration detection using optical coherence tomography images

Artificial intelligence in perioperative medicine: a narrative review

Deep learning-based long-term risk evaluation of incident type 2 diabetes using electrocardiogram in a non-diabetic population: a retrospective, multicentre study

Attention Mechanisms for Physiological Signal Deep Learning: Which Attention Should We Take?

Feasibility of estimating tidal volume from electrocardiograph-derived respiration signal and respiration waveform

A Deep Learning Method for Intraoperative Age-agnostic and Disease-specific Cardiac Output Monitoring from Arterial Blood Pressure

PO-02-188 DEEP LEARNING PREDICTION OF REDUCED LEFT VENTRICULAR EJECTION FRACTION AMONG PATIENTS WITH ATRIAL FIBRILLATION

Is a split-dose regimen of 2 L polyethylene glycol plus ascorbic acid tolerable for colonoscopy in an early morning visit to a comprehensive medical check-up?

Deep learning-based long-term risk evaluation of incident type 2 diabetes using electrocardiogram in a non-diabetic population: a retrospective, multicentre studyResearch in context

Machine learning-based prediction of intraoperative hypoxemia for pediatric patients

A Fundamental Study on Application Eco Friendly Grouting Material for Old Aged Reserve Reinforcement

Toxicity of orally administered food‐grade titanium dioxide nanoparticles

Neurite extension and neuronal differentiation of human induced pluripotent stem cell derived neural stem cells on polyethylene glycol hydrogels containing a continuous Young's Modulus gradient

Evidence-Based Guidelines for the Treatment of Helicobacter pylori Infection in Korea 2020

The influence of fiber size distribution of type IIB on carcass traits and meat quality in pigs

Cytoprotective and anti-inflammatory effects of melatonin in hydrogen peroxide-stimulated CHON-001 human chondrocyte cell line and rabbit model of osteoarthritis via the SIRT1 pathway

Strain hardening fiber reinforced alkali-activated mortar – A feasibility study

N2O dynamics in the western Arctic Ocean during the summer of 2017

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