Jingchuan Guo
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View article: Trends in outpatient care utilization for patients with established atrial fibrillation before and after the Covid-19 pandemic: a nationwide analysis of claims data
Trends in outpatient care utilization for patients with established atrial fibrillation before and after the Covid-19 pandemic: a nationwide analysis of claims data Open
Objective To evaluate trends in outpatient visits among Medicare beneficiaries with established AF before and after the pandemic and to investigate differences in outpatient care utilization patterns based on baseline utilization levels. R…
View article: High-Throughput Safety Signal Detection for Sodium-Glucose Cotransporter-2 Inhibitors in Type 2 Diabetes
High-Throughput Safety Signal Detection for Sodium-Glucose Cotransporter-2 Inhibitors in Type 2 Diabetes Open
Objective To systematically identify potential safety signals associated with sodium-glucose cotransporter-2 inhibitors (SGLT2i) in patients with type 2 diabetes (T2D) using a high-throughput target trial emulation pipeline applied to real…
View article: Real-World Effectiveness and Safety of GLP-1 Receptor Agonists in Patients with Weight Recurrence After Bariatric Surgery
Real-World Effectiveness and Safety of GLP-1 Receptor Agonists in Patients with Weight Recurrence After Bariatric Surgery Open
Importance Weight recurrence occurs in nearly 20% of patients following metabolic and bariatric surgery (MBS) and can diminish long-term metabolic benefits. While glucagon-like peptide-1 receptor agonists and gastric inhibitory polypeptide…
View article: GLP-1 Receptor Agonists and Acute Diabetes Complications in Adults with Type 1 Diabetes: A Target Trial Emulation
GLP-1 Receptor Agonists and Acute Diabetes Complications in Adults with Type 1 Diabetes: A Target Trial Emulation Open
Background To evaluate the association between Glucagon-like peptide-1 receptor agonists (GLP-1RA) use and the risk of acute diabetes complications among adults with type 1 diabetes (T1D) who were eligible for anti-obesity medication (AOM)…
View article: Evidence of cosmic-ray acceleration up to sub-PeV energies in the supernova remnant IC 443
Evidence of cosmic-ray acceleration up to sub-PeV energies in the supernova remnant IC 443 Open
Supernova remnants (SNRs) have been considered as the primary contributors to cosmic rays (CRs) in our Galaxy. However, the maximum energy of particles that can be accelerated by shocks of SNRs is uncertain observationally and theoreticall…
View article: Temporally Detailed Hypergraph Neural ODEs for Type 2 Diabetes Progression Modeling
Temporally Detailed Hypergraph Neural ODEs for Type 2 Diabetes Progression Modeling Open
Disease progression modeling aims to characterize and predict how a patient's disease complications worsen over time based on longitudinal electronic health records (EHRs). Accurate modeling of disease progression, such as type 2 diabetes,…
View article: All-Sky Search for Individual Primordial Black Hole Bursts with LHAASO
All-Sky Search for Individual Primordial Black Hole Bursts with LHAASO Open
Primordial black holes (PBHs) are hypothetical black holes with a wide range of masses that formed in the early Universe. As a result, they may play an important cosmological role and provide a unique probe of the early Universe. A PBH wit…
View article: Neonatal outcomes among pregnant women with COVID-19: a systematic scoping review and meta-analysis
Neonatal outcomes among pregnant women with COVID-19: a systematic scoping review and meta-analysis Open
View article: Predialysis Nephrology Care Disparities and Incident Vascular Access Among Hispanic Individuals
Predialysis Nephrology Care Disparities and Incident Vascular Access Among Hispanic Individuals Open
Importance Predialysis nephrology care is associated with the likelihood of having a mature, usable arteriovenous access for starting hemodialysis (ie, incident vascular access), a key care quality metric for patients with kidney failure. …
View article: Assessing the Geographic Distribution of Community-Based Pharmacy Residency Programs in Areas of Health Care Need
Assessing the Geographic Distribution of Community-Based Pharmacy Residency Programs in Areas of Health Care Need Open
The expansion of Community-Based Pharmacy Residency programs in MUAs, P-HPSAs, and CDC SVIs could present a vital strategy to address health care disparities and improve access to pharmacist-led clinical services and health care.
View article: External Exposome Factors and Adverse Heart Failure Outcomes in the OneFlorida+ Network: Retrospective Cohort Study
External Exposome Factors and Adverse Heart Failure Outcomes in the OneFlorida+ Network: Retrospective Cohort Study Open
Background Heart failure (HF) readmission rates vary across geographic regions in the United States, yet the impact of external exposome factors, such as contextual-level social determinants of health (SDoH), on adverse HF outcomes is not …
View article: GLP-1 RA Use and Survival Among Older Adults With Cancer and Type 2 Diabetes
GLP-1 RA Use and Survival Among Older Adults With Cancer and Type 2 Diabetes Open
This cohort study evaluates whether older adults with type 2 diabetes and cancer have improved survival when taking glucagon-like peptide-1 receptor agonists (GLP-1RAs) compared with sodium-glucose cotransporter-2 inhibitors and dipeptidyl…
View article: A fair machine learning model to predict flares of systemic lupus erythematosus
A fair machine learning model to predict flares of systemic lupus erythematosus Open
Objective Systemic lupus erythematosus (SLE) is a chronic autoimmune disease that disproportionately affects women and racial/ethnic minority groups. Predicting disease flares is essential for improving patient outcomes, yet few studies in…
View article: Clinical outcomes of pharmacological therapies for heart failure in Black vs. White populations: a meta-analysis of randomized controlled trials of heart failure treatment
Clinical outcomes of pharmacological therapies for heart failure in Black vs. White populations: a meta-analysis of randomized controlled trials of heart failure treatment Open
Objective To evaluate the effect of different pharmacological therapies for heart failure (HF) between the Black vs. White population. Method We included randomized controlled trials (RCT) of HF pharmacological therapies with explicit stra…
View article: Heterogeneous treatment effects of GLP‐1RAs and SGLT2is on risk of Alzheimer's disease and related dementia in patients with type 2 diabetes: Insights from a real‐world target trial emulation
Heterogeneous treatment effects of GLP‐1RAs and SGLT2is on risk of Alzheimer's disease and related dementia in patients with type 2 diabetes: Insights from a real‐world target trial emulation Open
INTRODUCTION This study assessed the heterogeneous treatment effects (HTEs) of glucagon‐like peptide‐1 receptor agonists (GLP‐1RAs) and sodium‐glucose cotransporter‐2 inhibitors (SGLT2is) on the risk of Alzheimer's disease and related deme…
View article: First Identification and Precise Spectral Measurement of the Proton Component in the Cosmic-Ray `Knee'
First Identification and Precise Spectral Measurement of the Proton Component in the Cosmic-Ray `Knee' Open
We report the first high-purity identification of cosmic-ray (CR) protons and a precise measurement of their energy spectrum from 0.15 to 12 PeV using the Large High Altitude Air Shower Observatory (LHAASO). Abundant event statistics, comb…
View article: Care coordination and patient safety outcome: a graph-based approach
Care coordination and patient safety outcome: a graph-based approach Open
Predicting postoperative adverse events and managing the associated risk factors is crucial for patient safety. Care coordination, also known as provider team interactions, significantly impacts outcomes, yet few studies have explored this…
View article: Development and Validation of An Electronic Health Record Based Algorithm for Patients with Long-term Opioid Therapy: A Cross-sectional Study (Preprint)
Development and Validation of An Electronic Health Record Based Algorithm for Patients with Long-term Opioid Therapy: A Cross-sectional Study (Preprint) Open
View article: Optimizing Strategy for Lung Cancer Screening: From Risk Prediction to Clinical Decision Support
Optimizing Strategy for Lung Cancer Screening: From Risk Prediction to Clinical Decision Support Open
PURPOSE Low-dose computed tomography (LDCT) screening is effective in reducing lung cancer mortality by detecting the disease at earlier, more treatable stages. However, high false-positive rates and the associated risks of subsequent inva…
View article: Identifying Alzheimer’s Disease Progression Subphenotypes via a Graph-based Framework using Electronic Health Records
Identifying Alzheimer’s Disease Progression Subphenotypes via a Graph-based Framework using Electronic Health Records Open
View article: A Natural Language Processing-Based Approach for Early Detection of Heart Failure Onset using Electronic Health Records
A Natural Language Processing-Based Approach for Early Detection of Heart Failure Onset using Electronic Health Records Open
Objectives This study set out to develop and validate a risk prediction tool for the early detection of heart failure (HF) onset using real-world electronic health records (EHRs). Background While existing HF risk assessment models have sh…
View article: Telemedicine Utilization Trajectories and Sociodemographic Differences, 2019-2024
Telemedicine Utilization Trajectories and Sociodemographic Differences, 2019-2024 Open
IMPORTANCE Telemedicine usage surged during the COVID-19 pandemic, shaping how patients access healthcare services. Its sustained role in post-pandemic healthcare may uncover long-term trends and variations in utilization. OBJECTIVE To cha…
View article: Trends and Disparities in Newer GLP1 Receptor Agonist Initiation among Real-World Adult Patients Eligible for Obesity Treatment
Trends and Disparities in Newer GLP1 Receptor Agonist Initiation among Real-World Adult Patients Eligible for Obesity Treatment Open
Aims To characterize trends in the initiation of newer anti-obesity medications (AOMs) and determine factors associated with their use among obese/overweight populations. Materials and methods This retrospective study utilized electronic h…
View article: Social Determinants of Healthy Aging: An Investigation using the All of Us Cohort
Social Determinants of Healthy Aging: An Investigation using the All of Us Cohort Open
Introduction The increasing aging population raises significant concerns about the ability of individuals to age healthily, avoiding chronic diseases and maintaining cognitive and physical functions. However, the pathways through which SDO…
View article: Advancing social determinants of health research and practice: Data, tools, and implementation
Advancing social determinants of health research and practice: Data, tools, and implementation Open
View article: Structural factors and their influence on the use of novel antidiabetic agents: Making the case for increased awareness and access to clinical pharmacy services
Structural factors and their influence on the use of novel antidiabetic agents: Making the case for increased awareness and access to clinical pharmacy services Open
Type 2 diabetes (T2D) affects over 38 million Americans, leading to significant health complications and substantial healthcare costs. Novel antidiabetic medications, such as SGLT2 inhibitors and GLP‐1 receptor agonists, have shown promise…
View article: A Scoping Review of Observational Research on Cannabis Use for Symptom Management in <scp>HIV</scp> and Cancer: Implications for Cannabis Nursing
A Scoping Review of Observational Research on Cannabis Use for Symptom Management in <span>HIV</span> and Cancer: Implications for Cannabis Nursing Open
Background People with HIV have a higher risk of developing non‐AIDS‐defining cancers in older age, leading to a significant population living with two conditions, HIV and cancer. There is an increasing interest in cannabis use for symptom…
View article: The most effective combination of pharmacological therapy for heart failure with reduced ejection fraction: a network meta-analysis of randomized controlled trials
The most effective combination of pharmacological therapy for heart failure with reduced ejection fraction: a network meta-analysis of randomized controlled trials Open
View article: Real‐World Effectiveness of All‐Oral Direct‐Acting Antivirals in Patients With Hepatitis C Virus‐Related <scp>HCC</scp>
Real‐World Effectiveness of All‐Oral Direct‐Acting Antivirals in Patients With Hepatitis C Virus‐Related <span>HCC</span> Open
The association between direct‐acting antiviral (DAA) treatment and hepatitis C virus (HCV)‐related hepatocellular carcinoma (HCC) is currently unclear. Hence, we aim to assess the association between DAA treatment and mortality rate among…
View article: Social determinants of health and newer glucose-lowering drugs adoption among US Medicare beneficiaries with type 2 diabetes
Social determinants of health and newer glucose-lowering drugs adoption among US Medicare beneficiaries with type 2 diabetes Open
We identified key contextual-level SDOH associated with real-world adoption of newer GLDs and explored their geographic variation through spatially explicit, data-driven analytical approaches. Identifying areas of strong association betwee…