Publications by authors named "Hyeonhoon Lee"

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Multimodal deep learning to predict postoperative major adverse cardiac and cerebrovascular events after noncardiac surgery.
Hyun-Kyu Yoon, Jang Ho Ahn, Byeol Yi Kim, Hyeonhoon Lee, Woo-Young Jo, Hyung-Chul Lee

Int J Surg· December 2025

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Efficacy of large language models in detecting postoperative delirium from unstructured clinical notes: A retrospective cohort study.
Da-In Eun, Hyung-Chul Lee, Gang Heo, Jae Hoon Jeong, Jipyeong Lee, Hyeonhoon Lee, Ho-Jin Lee

NPJ Digit Med· December 2025

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Development of a deep learning-based prediction model for postoperative delirium using intraoperative electroencephalogram in adults.
Jang Ho Ahn, Hyeonhoon Lee, Pedro Gambus, Hyun-Kyu Yoon, Jae-Woo Ju, Hyung-Chul Lee

NPJ Digit Med· November 2025

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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.
Hyun-Lim Yang, Leo Anthony Celi, Hyeonhoon Lee, Seong-A Park, SangJin Lee, Hyung-Chul Lee

Br J Anaesth· September 2025

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Associations of driving pressure and mechanical power with postoperative pulmonary complications in one-lung ventilated surgery.
Hyun-Lim Yang, Seong-A Park, Hong Yeul Lee, Hyeonhoon Lee, Ho-Geol Ryu, Hyung-Chul Lee, Sang-Min Lee, Jinwoo Lee

J Clin Anesth· September 2025

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Multicenter validation of a scalable, interpretable, multitask prediction model for multiple clinical outcomes.
Hyun-Kyu Yoon, Bo Rim Kim, Hyo Young Kim, Dae Keun Park, Hyo Sung Kim, Hyung-Chul Lee, Hyeonhoon Lee

NPJ Digit Med· September 2025

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Deep Learning-Based Arterial Blood Pressure Waveform Generation Using Photoplethysmography for Non-Invasive Hemodynamic Monitoring.
Sangha Kim, Hyeonhoon Lee, Seong-A Park, Hyun-Lim Yang, Ho Geol Ryu, Hyung-Chul Lee

Stud Health Technol Inform· August 2025

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Effects of preoperative binaural beats on the propofol dose for induction of general anesthesia: a randomized controlled trial.
Yoon Jung Kim, Hyun Woo Choe, Soo Bin Yoon, Hyeonhoon Lee, Hee-Soo Kim

Can J Anaesth· July 2025

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Feasibility of estimating tidal volume from electrocardiograph-derived respiration signal and respiration waveform.
Hyun-Lim Yang, Seong-A Park, Hong Yeul Lee, Hyeonhoon Lee, Ho-Geol Ryu

J Crit Care· February 2025

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Current State of Community-Driven Radiological AI Deployment in Medical Imaging.
Vikash Gupta, Barbaros Erdal, Carolina Ramirez, Ralf Floca, Bradley Genereaux, Jens Kleesiek, Hyeonhoon Lee

JMIR AI· December 2024

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Thread Embedding Acupuncture in Postmenopausal Women with Overactive Bladder: A Prospective, Single-Arm, Before-After Study.
Su-Ji Choi, Hyeonhoon Lee, Dong-Il Kim

Int J Womens Health· December 2024

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Reinforcement learning model for optimizing dexmedetomidine dosing to prevent delirium in critically ill patients.
Hong Yeul Lee, Soomin Chung, Dongwoo Hyeon, Hyun-Lim Yang, Hyung-Chul Lee, Hyeonhoon Lee

NPJ Digit Med· November 2024

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Comparison of NLP machine learning models with human physicians for ASA Physical Status classification.
Soo Bin Yoon, Jipyeong Lee, Hyung-Chul Lee, Chul-Woo Jung, Hyeonhoon Lee

NPJ Digit Med· September 2024

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Multicentre validation of a machine learning model for predicting respiratory failure after noncardiac surgery.
Hyun-Kyu Yoon, Hyun Joo Kim, Yi-Jun Kim, Hyeonhoon Lee, Bo Rim Kim, Hyung-Chul Lee

Br J Anaesth· June 2024

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INSPIRE, a publicly available research dataset for perioperative medicine.
Leerang Lim, Hyeonhoon Lee, Chul-Woo Jung, Dayeon Sim, Xavier Borrat, Hyung-Chul Lee

Sci Data· June 2024

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PRECIS-2 analysis of pragmatic acupuncture trials: a systematic review.
Jinwoong Lim, Hyeonhoon Lee, Yong-Suk Kim

BMC Complement Med Ther· May 2024

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Predicting optimal endotracheal tube size and depth in pediatric patients using demographic data and machine learning techniques.
Hyeonsik Kim, Hyun-Kyu Yoon, Hyeonhoon Lee, Chul-Woo Jung, Hyung-Chul Lee

Korean J Anesthesiol· December 2023

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Real-time machine learning model to predict in-hospital cardiac arrest using heart rate variability in ICU.
Hyeonhoon Lee, Hyun-Lim Yang, Ho Geol Ryu, Chul-Woo Jung, Youn Joung Cho, Hyung-Chul Lee

NPJ Digit Med· November 2023

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Development and validation of a reinforcement learning model for ventilation control during emergence from general anesthesia.
Hyeonhoon Lee, Hyun-Kyu Yoon, Jaewon Kim, Ji Soo Park, Chang-Hoon Koo, Hyung-Chul Lee

NPJ Digit Med· August 2023

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Using ChatGPT as a Learning Tool in Acupuncture Education: Comparative Study.
Hyeonhoon Lee

JMIR Med Educ· August 2023

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Acupuncture treatment for tinea pedis of the foot in a Korean military hospital: a case report.
Byunwoo Son, Hyeonhoon Lee

Acupunct Med· October 2022

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Validation of MRI-Based Models to Predict MGMT Promoter Methylation in Gliomas: BraTS 2021 Radiogenomics Challenge.
Byung-Hoon Kim, Hyeonhoon Lee, Kyu Sung Choi, Ju Gang Nam, Chul-Kee Park

Cancers (Basel)· October 2022

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Association of Dietary Behaviors with Poor Sleep Quality and Increased Risk of Obstructive Sleep Apnea in Korean Military Service Members.
Yujin Choi, Byunwoo Son, Woo-Chul Shin, Seong-Uk Nam, Jaehong Lee, Hyeonhoon Lee

Nat Sci Sleep· September 2022

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Deep autoencoder-powered pattern identification of sleep disturbance using multi-site cross-sectional survey data.
Hyeonhoon Lee, Yujin Choi, Byunwoo Son, Jinwoong Lim, Seunghoon Lee, Jae-Dong Lee

Front Med (Lausanne)· July 2022

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Applying the PRECIS-2 tool for self-declared 'pragmatic' acupuncture trials: protocol for a systematic review.
Jinwoong Lim, Hyeonhoon Lee, Yong-Suk Kim

BMJ Open· April 2022

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