Real-time machine learning model to predict short-term mortality in critically ill patients: development and international validation
Lim, Leerang, Gim, Ukdong, Cho, Kyungjae, Yoo, Dongjoon, Ryu, Ho Geol, Lee, Hyung-Chul
Published in Critical care (London, England) (14.03.2024)
Published in Critical care (London, England) (14.03.2024)
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Journal Article
Machine learning-based prediction of intraoperative hypoxemia for pediatric patients
Park, Jung-Bin, Lee, Ho-Jong, Yang, Hyun-Lim, Kim, Eun-Hee, Lee, Hyung-Chul, Jung, Chul-Woo, Kim, Hee-Soo
Published in PloS one (01.03.2023)
Published in PloS one (01.03.2023)
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Journal Article
Predicting intraoperative hypotension using deep learning with waveforms of arterial blood pressure, electroencephalogram, and electrocardiogram: Retrospective study
Jo, Yong-Yeon, Jang, Jong-Hwan, Kwon, Joon-myoung, Lee, Hyung-Chul, Jung, Chul-Woo, Byun, Seonjeong, Jeong, Han-Gil
Published in PloS one (09.08.2022)
Published in PloS one (09.08.2022)
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Journal Article
Derivation and Validation of Machine Learning Approaches to Predict Acute Kidney Injury after Cardiac Surgery
Lee, Hyung-Chul, Yoon, Hyun-Kyu, Nam, Karam, Cho, Youn Joung, Kim, Tae Kyong, Kim, Won Ho, Bahk, Jae-Hyon
Published in Journal of clinical medicine (03.10.2018)
Published in Journal of clinical medicine (03.10.2018)
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Journal Article
Continuous cuffless blood pressure monitoring using photoplethysmography-based PPG2BP-net for high intrasubject blood pressure variations
Joung, Jingon, Jung, Chul-Woo, Lee, Hyung-Chul, Chae, Moon-Jung, Kim, Hae-Sung, Park, Jonghun, Shin, Won-Yong, Kim, Changhyun, Lee, Minhyung, Choi, Changwoo
Published in Scientific reports (27.05.2023)
Published in Scientific reports (27.05.2023)
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Journal Article
A novel Vascular Leak Index identifies sepsis patients with a higher risk for in-hospital death and fluid accumulation
Chandra, Jay, Armengol de la Hoz, Miguel A, Lee, Gwendolyn, Lee, Alexandria, Thoral, Patrick, Elbers, Paul, Lee, Hyung-Chul, Munger, John S, Celi, Leo Anthony, Kaufman, David A
Published in Critical care (London, England) (11.04.2022)
Published in Critical care (London, England) (11.04.2022)
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Journal Article
Data Driven Investigation of Bispectral Index Algorithm
Lee, Hyung-Chul, Ryu, Ho-Geol, Park, Yoonsang, Yoon, Soo Bin, Yang, Seong Mi, Oh, Hye-Won, Jung, Chul-Woo
Published in Scientific reports (24.09.2019)
Published in Scientific reports (24.09.2019)
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Journal Article
Perioperative hemodynamic instability in pheochromocytoma and sympathetic paraganglioma patients
Kim, Jung Hee, Lee, Hyung-Chul, Kim, Su-jin, Yoon, Soo Bin, Kong, Sung Hye, Yu, Hyeong Won, Chai, Young Jun, Choi, June Young, Lee, Kyu Eun, Lee, Kwang-Woong, Min, Seung-Kee, Shin, Chan Soo, Park, Kyu Joo
Published in Scientific reports (17.09.2021)
Published in Scientific reports (17.09.2021)
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Journal Article
Difference in the outcomes of anterior tenting and wrapping techniques for acellular dermal matrix coverage in prepectoral breast reconstruction
Sohn, Sung-Min, Lee, Hyung-Chul, Park, Seung-Ha, Yoon, Eul-Sik
Published in Journal of plastic, reconstructive & aesthetic surgery (01.10.2023)
Published in Journal of plastic, reconstructive & aesthetic surgery (01.10.2023)
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Journal Article
Robust R-peak detection in an electrocardiogram with stationary wavelet transformation and separable convolution
Yun, Donghwan, Lee, Hyung-Chul, Jung, Chul-Woo, Kwon, Soonil, Lee, So-Ryoung, Kim, Kwangsoo, Kim, Yon Su, Han, Seung Seok
Published in Scientific reports (16.11.2022)
Published in Scientific reports (16.11.2022)
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Journal Article
Prediction of Bispectral Index during Target-controlled Infusion of Propofol and Remifentanil
Lee, Hyung-Chul, Ryu, Ho-Geol, Chung, Eun-Jin, Jung, Chul-Woo
Published in Anesthesiology (Philadelphia) (01.03.2018)
Published in Anesthesiology (Philadelphia) (01.03.2018)
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Journal Article
Comparison of bispectral index-guided and fixed-gas concentration techniques in desflurane and remifentanil anesthesia: A randomized controlled trial
Yang, Seong Mi, Jung, Yoo Sun, Jung, Chul-Woo, Kim, Won Ho, Yoon, Soo Bin, Lee, Hyung-Chul
Published in PloS one (05.11.2020)
Published in PloS one (05.11.2020)
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Journal Article
Open datasets in perioperative medicine: a narrative review
Lim, Leerang, Lee, Hyung-Chul
Published in Anesthesia and pain medicine (Korean society of anesthesiologists) (01.07.2023)
Published in Anesthesia and pain medicine (Korean society of anesthesiologists) (01.07.2023)
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Journal Article
Impact of hemodynamic instability during cytoreductive surgery on survival in high-grade serous ovarian carcinoma
Kim, Se Ik, Lee, Hyung-Chul, Yoon, Hyun-Kyu, Kim, Hee Seung, Chung, Hyun Hoon, Kim, Jae-Weon, Park, Noh Hyun, Song, Yong-Sang, Lee, Maria
Published in BMC cancer (09.09.2022)
Published in BMC cancer (09.09.2022)
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Journal Article
Detrimental effect of intraoperative hypothermia on pancreatic fistula after pancreaticoduodenectomy: A single‐centre retrospective study
Ju, Jae‐Woo, Park, So Jung, Yoon, Susie, Lee, Ho‐Jin, Kim, Hongbeom, Lee, Hyung‐Chul, Kim, Won Ho, Jang, Jin‑Young
Published in Journal of hepato-biliary-pancreatic sciences (01.11.2021)
Published in Journal of hepato-biliary-pancreatic sciences (01.11.2021)
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