Publications by authors named "Ivan Liu"

Background: Glucose levels obtained on the day of surgery may be predictive of complications following total knee arthroplasty (TKA). Established glucose thresholds for TKA are either nonspecific or have low predictive power. Therefore, the purpose of this study was to create data-driven hemoglobin A1c (HbA1c) and same-day glucose thresholds associated with varying risks of 90-day major and surgical site infection (SSI) complications following TKA.

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  • Multimodal emotion recognition techniques are vital for understanding mental states, but traditional image-based methods often miss subtle internal cues tied to emotions.
  • This study integrates remote photoplethysmography (r-PPG) and thermal imaging to improve detection accuracy of emotional shifts, showing that the combination significantly outperforms using each method separately.
  • Results indicated improved prediction accuracies of 87% for cognitive stress and 83% for moral elevation through data fusion, with analyses revealing strong links between cardiac responses and facial temperature changes.
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Background: This study identifies data-driven strata for preoperative Hemoglobin A1c (HbA1c) and same-day glucose levels that maximize differences in the likelihood of complications following total hip arthroplasty (THA).

Methods: Patients who underwent THA from 2013 to 2022 were identified using a national database. In total, 18,728 patients were identified with a mean age of 67 years (range, 18 to 80).

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Purpose: To evaluate the relationship between the COVID-19 pandemic and ophthalmic procedural volume.

Methods: A retrospective cohort study using TriNetX, a federated electronic health record's research network was done. Monthly Current Procedural Terminology-specific volumes per healthcare organization were clustered chronologically to calculate average volumes into 3-month seasons to calculate average procedural volumes.

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Purpose: Across orthopedic subspecialties, significant racial disparities have been identified with regard to postoperative outcomes. Despite these findings among adult patients, the literature assessing these disparities within pediatric orthopedics is limited. The purpose of this study was to determine the independent predictors for unplanned readmission following surgical treatment of developmental dysplasia of the hip.

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Study Design: Retrospective analysis of a national database.

Objectives: COVID-19 resulted in the widespread shifting of hospital resources to handle surging COVID-19 cases resulting in the postponement of surgeries, including numerous spine procedures. This study aimed to quantify the impact that COVID-19 had on the number of treated spinal conditions and diagnoses during the pandemic.

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Purpose: To quantify and describe the impact of the COVID-19 pandemic on procedural volume trends in hand and wrist surgery from 2020 to early 2022 at multiple centers.

Methods: In this retrospective comparative study, a real-time, national, federated research database was used to identify patients of interest from 56 health care organizations across the United States. Patients were queried from March 1, 2018, to February 28, 2022.

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Introduction: The coronavirus disease 2019 (COVID-19) pandemic strained the United States healthcare system, and associated policies resulted in the postponement or cancellation of many elective surgeries. While most orthopaedic surgeons are aware of how the pandemic affected their patients' care, broader national trends in the operative treatment of orthopaedic knee pathology are poorly characterized. Therefore, the purpose of this study was to identify trends in orthopaedic knee procedures during the COVID-19 pandemic.

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There is minimal information on COVID-19 pandemic's national impact on pediatric neurosurgical operative volumes. In this study, using a national database, TriNetX, we compared the overall and seasonal trends of pediatric neurosurgical procedure volumes in the United States during the pandemic to pre-pandemic periods. In the United States, the incidence of COVID-19 began to rise in September 2020 and reached its maximum peak between December 2020 and January 2021.

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Introduction: This study aims to define the impact of the novel Coronavirus Disease 2019 (COVID-19) pandemic on the volume of common plastic and reconstructive procedures in the United States.

Methods: TrinetX is a national, federated database that was utilized in surveying plastic and reconstructive procedural volumes among 53 Healthcare organizations (HCO) between March 2018 and May 2021. This timeframe was divided into pre-pandemic (March 2018 to February 2020) and pandemic periods (March 2020 to May 2021).

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Background: The novel coronavirus disease (COVID-19) has had a significant impact on orthopedic surgery practice, but there has been little investigation of the effects of COVID-19 on the orthopedic surgery literature. Additionally, because orthopedic research plays a vital role in physician education, changes to the characteristics and content of published literature can have lasting impacts on future teaching and learning. This paper represents the first known analysis of the COVID-19 pandemic's impact on peer-reviewed articles published in orthopedic surgery journals.

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Mitophagy formed the basis of the original description of autophagy by Christian de Duve when he demonstrated that GCG (glucagon) induced macroautophagic/autophagic turnover of mitochondria in the liver. However, the molecular basis of liver-specific activation of mitophagy by GCG, or its significance for metabolic stress responses in the liver is not understood. Here we show that BNIP3 is required for GCG-induced mitophagy in the liver through interaction with processed LC3B; an interaction that is also necessary to localize LC3B out of the nucleus to cytosolic mitophagosomes in response to nutrient deprivation.

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  • Heart rate variability (HRV) is important for assessing health risks like heart attacks and mental disorders, but accurately measuring it can be inconvenient.
  • Smartphones are increasingly used for health monitoring, and a new smartphone photoplethysmography (PPG) technology shows promise, though it has faced challenges in reliability.
  • This study developed a smartphone PPG quality index (SPQI) to improve data accuracy, validating its effectiveness with 1343 samples and showing that HRV measurements from smartphones can reliably match those from electrocardiograms when using the SPQI.
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  • * This study tested a smartphone app that analyzes HRV through fingertip video recordings from 93 participants, finding a positive relationship between higher HRV measures and better mental well-being.
  • * Results showed that individuals with higher life satisfaction had better HRV scores, while those with depression and high anxiety had lower HRV measures, confirming the app's effectiveness and the connection between mental health and HRV.
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Exhaled breath analysis is able to identify biomarkers of respiratory and systemic diseases. It was hypothesized that markers of pancreatic function would be identified in the breath of those with diabetes mellitus and cystic fibrosis. Children aged 6-18 years old with diabetes mellitus (DM), cystic fibrosis (CF), cystic fibrosis related diabetes (CFRD) and healthy controls (C) contributed exhaled breath condensate (EBC), with concurrent blood glucose measurements taken from a subset.

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A Rydberg and a ground-state atom can form ultra-long-range diatomic molecules provided the interaction between the ground-state atom and the Rydberg electron is attractive [C. H. Greene, Phys.

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