Soon Bin Kwon

Post-operative practice patterns after the bidirectional Glenn surgery: a survey

Bennett Weinerman, Soon Bin Kwon, Eva W. Cheung, Soojin Park

OBJECTIVES: The bidirectional Glenn surgery is an important staging procedure for patients with single ventricle physiology. Approximately 1000 children are born each year in the United States with this subset of CHD. There is limited data regarding optimal post-operative management for these …

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ICP-WAVES: Intracranial Pressure Waveform Analysis and Visualization for Enhanced Signal Processing

Murad Megjhani, Y. W. Li, Giselle Grassi, Tammam Alalqum et autres

OBJECTIVE: Intracranial pressure (ICP) waveform morphology reflects brain compliance and cerebrospinal fluid dynamics. Existing monitoring methods fail to fully capture complex temporal patterns nor enable real-time interactive analysis to improve clinical decision-making. METHODS: We trained a transformer-based foundation model to capture temporal …

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Application of a time series foundation model to noninvasively estimate intracranial pressure

Murad Megjhani, Bennett Weinerman, Tammam Alalqum, Yanwei Li et autres

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The Relationship Between Pressure Reactivity and Cerebral Oximetry Indexes in Patients with Aneurysmal Subarachnoid Hemorrhage: A Single-Center Pilot Study

Yunseo Ku, Murad Megjhani, Tammam Alalqum, Soon Bin Kwon et autres

kr, us (code pays fourni par la source)

Leveraging pediatric veno-arterial extra corporeal membrane oxygenation parameters to identify early risk factors for mortality

Bennett Weinerman, Soon Bin Kwon, Tammam Alalqum, Daniel Nametz et autres

ObjectivePediatric Veno-Arterial Extra Corporeal Membrane Oxygenation (VA ECMO) can be a lifesaving technology; however, it is associated with high mortality. A successful VA ECMO course requires attention to multiple aspects of patient care; yet often overlooked are ECMO flow parameters. Early, potentially …

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Pulse rate variability as a predictor for length of stay for patients with bronchiolitis in the pediatric intensive care unit

Soon Bin Kwon, Bennett Weinerman, Daniel Nametz, Tammam Alalqum et autres

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Relationship between muscle activation and sagittal knee joint biomechanics in patients with patellofemoral pain syndrome: a cross-sectional study

Byung Sun Choi, Soon Bin Kwon, Yunseo Ku, Du Hyun Ro et autres

BACKGROUND: Patellofemoral pain syndrome (PFPS) is one of the most common conditions affecting the knee joint, yet its pathomechanics remain unclear. The aim of this study was to investigate changes in muscle activation and gait patterns and to analyze the relationship between …

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Identification of Early Risk Factors for Mortality in Pediatric Veno-Arterial Extra Corporeal Membrane Oxygenation: The Patient Matters

Bennett Weinerman, Soon Bin Kwon, Tammam Alalqum, Daniel Nametz et autres

Objective: Pediatric Veno-Arterial Extra Corporeal Membrane Oxygenation (VA ECMO) is a life saving technology associated with high mortality. A successful VA ECMO course requires attention to multiple aspects of patient care, including ECMO and patient parameters. Early, potentially modifiable, risk factors associated …

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Author Correction: A machine learning-based diagnostic model associated with knee osteoarthritis severity

Soon Bin Kwon, Yunseo Ku, Hyuk‐Soo Han, Myung Chul Lee et autres

Authors and Affiliations Interdisciplinary Program in Bioengineering, Seoul National University, Seoul, Korea Soon Bin Kwon & Hee Chan Kim Department of Biomedical Engineering, College of Medicine, Chungnam National University, Daejeon, Korea Yunseo Ku Department of Orthopedic Surgery, Seoul National University Hospital, Seoul …

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Pulse Rate Variability as a Predictor for Length of Stay for Patients with Bronchiolitis in the Pediatric Intensive Care Unit

Soon Bin Kwon, Bennett Weinerman, Daniel Nametz, Tammam Alalqum et autres

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Non-invasive pulse arrival time is associated with cardiac index in pediatric heart transplant patients with normal ejection fraction

Soon Bin Kwon, Bennett Weinerman, Daniel Nametz, Murad Megjhani et autres

Abstract Objective. Cardiac Index (CI) is a key physiologic parameter to ensure end organ perfusion in the pediatric intensive care unit (PICU). Determination of CI requires invasive cardiac measurements and is not routinely done at the PICU bedside. To date, there is …

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A generalizable physiological model for detection of Delayed Cerebral Ischemia using Federated Learning

Ahmed El‐Hussein, Murad Megjhani, Daniel Nametz, Miriam Weiss et autres

Delayed cerebral ischemia (DCI) is a complication seen in patients with subarachnoid hemorrhage stroke. It is a major predictor of poor outcomes and is detected late. Machine learning models are shown to be useful for early detection, however training such models suffers …

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