Chul-Woo Jung

Seoul National University Hospital — South Korea

Medicine · Health Sciences

20h-index1.6kcitations55works11.32yr avg
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Research Topics

Hemodynamic Monitoring and Therapy(21), Cardiac, Anesthesia and Surgical Outcomes(11), Liver Disease and Transplantation(10), Organ Transplantation Techniques and Outcomes(9), Non-Invasive Vital Sign Monitoring(8)

Publications55 total

The effect of selection bias on the performance of a deep learning-based intraoperative hypotension prediction model using real-world samples from a publicly available database
British Journal of Anaesthesia·2025· 3 cited
Comparison of NLP machine learning models with human physicians for ASA Physical Status classification
npj Digital Medicine·2024· 4 citedOpen Access
INSPIRE, a publicly available research dataset for perioperative medicine
Scientific Data·2024· 35 citedOpen Access
Effect of hyperbilirubinemia on the accuracy of continuous non-invasive hemoglobin measurements in liver transplantation recipients
Scientific Reports·2024· 3 citedOpen Access
Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU
npj Digital Medicine·2023· 53 citedOpen Access
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·2023· 16 citedOpen Access
Predicting optimal endotracheal tube size and depth in pediatric patients using demographic data and machine learning techniques
Korean journal of anesthesiology·2023· 6 citedOpen Access
Laser guidance for ultrasound-guided radial artery catheterization using smart glasses: a randomized trial
Canadian Journal of Anesthesia/Journal canadien d anesthésie·2023· 5 citedOpen Access
Continuous cuffless blood pressure monitoring using photoplethysmography-based PPG2BP-net for high intrasubject blood pressure variations
Scientific Reports·2023· 41 citedOpen Access
Serum neutrophil gelatinase-associated lipocalin and lactate level during surgery predict acute kidney injury and early allograft dysfunction after liver transplantation
Scientific Reports·2023· 11 citedOpen Access
Machine learning-based prediction of intraoperative hypoxemia for pediatric patients
PLoS ONE·2023· 13 citedOpen Access
Nonclinical safety evaluation of food colorant lac dye via systematic toxicity profiling with assessment of in vivo antigenic potential
Frontiers in Pharmacology·2022· 9 citedOpen Access
Deep‐learning model associating lateral cervical radiographic features with <scp>Cormack–Lehane</scp> grade 3 or 4 glottic view
Anaesthesia·2022· 12 cited
Predicting intraoperative hypotension using deep learning with waveforms of arterial blood pressure, electroencephalogram, and electrocardiogram: Retrospective study
PLoS ONE·2022· 32 citedOpen Access
Attention mechanisms for physiological signal deep learning: which attention should we take?
arXiv (Cornell University)·2022Open Access
VitalDB, a high-fidelity multi-parameter vital signs database in surgical patients
Scientific Data·2022· 186 citedOpen Access
System of integrating biosignals during hemodialysis: the CONTINUAL (Continuous mOnitoriNg viTal sIgNdUring hemodiALysis) registry
Kidney Research and Clinical Practice·2022· 3 citedOpen Access
Influence of anesthesia type on post-reperfusion syndrome during liver transplantation: a single-center retrospective study
Anesthesia and Pain Medicine·2022· 3 citedOpen Access
Artificial intelligence in perioperative medicine: a narrative review
Korean journal of anesthesiology·2022· 44 citedOpen Access
Attention Mechanisms for Physiological Signal Deep Learning: Which Attention Should We Take?
Lecture notes in computer science·2022· 11 cited
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Frequent Co-authors

Hyung‐Chul Lee(29), Ho Geol Ryu(12), Hyun-Lim Yang(10), Jae-Hyon Bahk(9), Seong Mi Yang(8), Soo Bin Yoon(7), Won Ho Kim(6), Hyun‐Kyu Yoon(6), Hyeonhoon Lee(5), Kyung‐Suk Suh(4), Kook Hyun Lee(3), Yoonsang Park(3), Yunseok Jeon(3), Jin‐Tae Kim(3), Jeong‐Hwa Seo(3), Seong-A Park(3), Hye‐Won Oh(2), Leo Anthony Celi(2), Francis Sahngun Nahm(2), Hee‐Pyoung Park(2)