Vincent Liu
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View article: The Impact of Artificial Intelligence on the Health Economy, Workforce Productivity, and Administrative Efficiency: A Systematic Review
The Impact of Artificial Intelligence on the Health Economy, Workforce Productivity, and Administrative Efficiency: A Systematic Review Open
Background: Healthcare systems globally are under increasing financial and operational strain due to aging populations, rising expenditures, and workforce shortages. Amid these challenges, artificial intelligence (AI) has emerged as a prom…
View article: Algorithm Fairness in Predicting Unmet Preventive Care: Evidence from 16 European Countries using SHARE
Algorithm Fairness in Predicting Unmet Preventive Care: Evidence from 16 European Countries using SHARE Open
Background Preventive cares are critical to achieve health equity but remain underutilized, particularly among socioeconomically disadvantaged populations. While machine learning (ML) models have shown promise in predicting unmet needs, th…
View article: Subcutaneous panniculitis-like T-cell lymphoma complicated by hemophagocytic syndrome with significant response to pralatrexate: A case report
Subcutaneous panniculitis-like T-cell lymphoma complicated by hemophagocytic syndrome with significant response to pralatrexate: A case report Open
View article: Clinicopathologic Features, Management, and Outcomes Of Pediatric <i>CRTC1::TRIM11</i> and <i>MED15::ATF1</i> Tumors With Spitzoid Morphology: A Case Series
Clinicopathologic Features, Management, and Outcomes Of Pediatric <i>CRTC1::TRIM11</i> and <i>MED15::ATF1</i> Tumors With Spitzoid Morphology: A Case Series Open
Limited information is available on the clinicopathologic features and management of pediatric CRTC1::TRIM11 (CTRTs) and MED15::ATF1 ‐rearranged tumors (MARTs). In this series of pediatric CTRTs ( n = 5) and MARTs ( n = 2), all tumors exhi…
View article: AI-Enabled Diagnostic Prediction within Electronic Health Records to Enhance Biosurveillance and Early Outbreak Detection
AI-Enabled Diagnostic Prediction within Electronic Health Records to Enhance Biosurveillance and Early Outbreak Detection Open
Detecting infectious disease outbreaks promptly is crucial for effective public health responses, minimizing transmission, and enabling critical interventions. This study introduces a method that integrates machine learning (ML)-based diag…
View article: Evaluation of an Advanced Care at Home Pilot Program
Evaluation of an Advanced Care at Home Pilot Program Open
This quality improvement study evaluates length of stay and health care use outcomes associated with an advanced care at home program.
View article: Advancing Education through Tutoring Systems: A Systematic Literature Review
Advancing Education through Tutoring Systems: A Systematic Literature Review Open
This study systematically reviews the transformative role of Tutoring Systems, encompassing Intelligent Tutoring Systems (ITS) and Robot Tutoring Systems (RTS), in addressing global educational challenges through advanced technologies. As …
View article: Congenital parechovirus meningitis presenting as in utero intraventricular hemorrhage: A case report
Congenital parechovirus meningitis presenting as in utero intraventricular hemorrhage: A case report Open
Human parechovirus (HPeV) infection in neonates can have severe presentations, including sepsis-like symptoms and meningoencephalitis. Most reported cases were acquired postnatally. We report the case of a premature infant with in utero in…
View article: Understanding and Modeling the Dynamics of Storm‐Time Atmospheric Neutral Density Using Random Forests
Understanding and Modeling the Dynamics of Storm‐Time Atmospheric Neutral Density Using Random Forests Open
Atmospheric neutral density is a crucial component to accurately predict and track the motion of satellites. During periods of elevated solar and geomagnetic activity atmospheric neutral density becomes highly variable and dynamic. This va…
View article: CausalMesh: A Causal Cache for Stateful Serverless Computing
CausalMesh: A Causal Cache for Stateful Serverless Computing Open
Stateful serverless workflows consist of multiple serverless functions that access state on a remote database. Developers sometimes add a cache layer between the serverless runtime and the database to improve I/O latency. However, in a ser…
View article: Sequential Inference of Hospitalization Electronic Health Records Using Probabilistic Models
Sequential Inference of Hospitalization Electronic Health Records Using Probabilistic Models Open
In the dynamic hospital setting, decision support can be a valuable tool for improving patient outcomes. Data-driven inference of future outcomes is challenging in this dynamic setting, where long sequences such as laboratory tests and med…
View article: Histopathology aiding diagnosis of viscerocutaneous loxoscelism in a nonendemic region
Histopathology aiding diagnosis of viscerocutaneous loxoscelism in a nonendemic region Open
View article: Sezary syndrome initially presenting as pityriasis rubra pilaris: Clinicopathologic study of 3 cases
Sezary syndrome initially presenting as pityriasis rubra pilaris: Clinicopathologic study of 3 cases Open
View article: Assessment of specificity of dermatopathologic criteria for <scp>IgG4</scp>‐related skin disease
Assessment of specificity of dermatopathologic criteria for <span>IgG4</span>‐related skin disease Open
Background IgG4‐related disease (IgG4‐RD) represents a recently characterized multisystemic fibroinflammatory condition that can manifest a spectrum of skin findings (IgG4‐related skin disease; IgG4‐RSD). Histopathologic and immunohistoche…
View article: Targeting the Angiotensin Pathway in the Treatment of Cutaneous Fibrosis: A Systematic Review
Targeting the Angiotensin Pathway in the Treatment of Cutaneous Fibrosis: A Systematic Review Open
Acting on the renin-angiotensin-aldosterone system, angiotensin-converting enzyme inhibitors (ACE-Is) and angiotensin receptor blockers (ARBs) are mechanisms of some of the most prescribed medications in the world. In addition to their rou…
View article: Molecular techniques drive cutting edge advancements in management of cutaneous T cell lymphoma
Molecular techniques drive cutting edge advancements in management of cutaneous T cell lymphoma Open
Cutaneous 5T cell lymphoma (CTCL), characterized by malignant T cells infiltrating the skin with potential for dissemination, remains a challenging disease to diagnose and treat due to disease heterogeneity, treatment resistance, and lack …
View article: Supplementary Table 1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression
Supplementary Table 1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression Open
Supplementary Table 1
View article: Supplementary Table 2 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression
Supplementary Table 2 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression Open
Supplementary Table 2
View article: Data from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression
Data from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression Open
Purpose:Cutaneous T-cell lymphomas (CTCL), encompassing a spectrum of T-cell lymphoproliferative disorders involving the skin, have collectively increased in incidence over the last 40 years. Sézary syndrome is an aggressive form of CTCL c…
View article: Supplementary Table 1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression
Supplementary Table 1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression Open
Supplementary Table 1
View article: Figure S1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression
Figure S1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression Open
Figure S1
View article: Legend, Figure S1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression
Legend, Figure S1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression Open
Legend, Figure S1
View article: Figure S1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression
Figure S1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression Open
Figure S1
View article: Data from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression
Data from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression Open
Purpose:Cutaneous T-cell lymphomas (CTCL), encompassing a spectrum of T-cell lymphoproliferative disorders involving the skin, have collectively increased in incidence over the last 40 years. Sézary syndrome is an aggressive form of CTCL c…
View article: Legend, Figure S1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression
Legend, Figure S1 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression Open
Legend, Figure S1
View article: Supplementary Table 2 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression
Supplementary Table 2 from Single-Cell Profiling of Cutaneous T-Cell Lymphoma Reveals Underlying Heterogeneity Associated with Disease Progression Open
Supplementary Table 2
View article: Trends and Risk Factors for Venous Thromboembolism Among Hospitalized Medical Patients
Trends and Risk Factors for Venous Thromboembolism Among Hospitalized Medical Patients Open
Importance While hospital-associated venous thromboembolism (HA-VTE) is a known complication of hospitalization, contemporary incidence and outcomes data are scarce and methodologically contested. Objective To define and validate an automa…
View article: Anakinra or high-dose corticosteroids in COVID-19 pneumonia patients who deteriorate on low-dose dexamethasone: an observational study of comparative effectiveness
Anakinra or high-dose corticosteroids in COVID-19 pneumonia patients who deteriorate on low-dose dexamethasone: an observational study of comparative effectiveness Open
View article: Complex sweat gland hamartoma: A case report
Complex sweat gland hamartoma: A case report Open
Syringocystadenoma papilliferum (SCAP), tubular apocrine adenoma (TAA), and eccrine nevus are rare benign sweat gland tumors with varied clinical presentations but generally distinctive histomorphologic profiles. TAA and SCAP have been ass…
View article: High-dose corticosteroids in patients hospitalized for COVID-19 pneumonia: an observational study of comparative effectiveness
High-dose corticosteroids in patients hospitalized for COVID-19 pneumonia: an observational study of comparative effectiveness Open