Xiaozhou He
Biographic Data
| ID | 7144883 |
|---|---|
| NAME | Xiaozhou He |
| GIVEN NAMES | Xiaozhou |
| FAMILY NAME | He |
| SIGNATURE | HE X |
| AFFILIATIONS | Taiwan Centers for Disease Control |
| ORCID | 0000-0002-6880-107X |
| VERIFIED | Yes |
| TOTAL WORKS | 5 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 5 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2013 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Severe viral rash progression prediction and surveillance early warning based on local-global attention and temporal convolutional network
Aiming at the problems of delayed early warning for severe viral exanthems and insufficient prediction accuracy based on a single data source, this study proposes a dual-branch cross-modal fusion prediction model based on TCN-TransDAF. The model adopts a Dilated-TCN branch to capture the long-term evolution law of clinical temporal indicators within 72 h after diagnosis, and a local-global attention Transformer branch to mine the variation charac…
Dynamic temporal partitioning enhanced transformer for pediatric viral load forecasting
Introduction: Viral infectious diseases are highly prevalent in pediatric populations, and accurate prediction of viral load is critical for clinical intervention and public health management. Existing time-series models poorly handle long-range dependencies, multi-scale features, noise, and incomplete clinical data. Methods: We propose DTR-Former, a Dynamic Temporal Partitioning-enhanced Transformer. It uses wavelet packet decomposition for adap…
Two-stage DRG grouping of cerebral infarction based on comorbidity and complications classification
Background: Since 2017, cerebral infarction (CI) has become a leading cause of mortality in China, with rising treatment costs posing significant challenges to the healthcare system. The Diagnosis-Related Groups (DRG) payment system has been recognized as a potential solution to curb rising healthcare expenditures. However, in its implementation, China faces considerable hurdles due to its vast geographical size, regional economic disparities, an…
Patient Readmission for Ischemic Stroke
Patient readmission for ischemic stroke significantly strains the healthcare and medical insurance systems. Current understanding of the risk factors associated with these readmissions, as well as their subsequent impact on mortality within China, remains insufficient. This is particularly evident in the context of comprehensive, contemporary population studies. This 4-year retrospective cohort study included 125 397 hospital admissions for ische…
Changes in age distribution of hemorrhagic fever with renal syndrome
HFRS vaccination has played an important role in HFRS control and prevention in China. However, since the proportion of HFRS cases over 60 years old has increased significantly since EPI was implemented, it is recommended that the age limit for vaccination be reconsidered. This finding may have practical implications for more effective HFRS vaccination in the future
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Changes in age distribution of hemorrhagic fever with renal syndrome
HFRS vaccination has played an important role in HFRS control and prevention in China. However, since the proportion of HFRS cases over 60 years old has increased significantly since EPI was implemented, it is recommended that the age limit for vaccination be reconsidered. This finding may have practical implications for more effective HFRS vaccination in the future
Patient Readmission for Ischemic Stroke
Patient readmission for ischemic stroke significantly strains the healthcare and medical insurance systems. Current understanding of the risk factors associated with these readmissions, as well as their subsequent impact on mortality within China, remains insufficient. This is particularly evident in the context of comprehensive, contemporary population studies. This 4-year retrospective cohort study included 125 397 hospital admissions for ische…
Two-stage DRG grouping of cerebral infarction based on comorbidity and complications classification
Background: Since 2017, cerebral infarction (CI) has become a leading cause of mortality in China, with rising treatment costs posing significant challenges to the healthcare system. The Diagnosis-Related Groups (DRG) payment system has been recognized as a potential solution to curb rising healthcare expenditures. However, in its implementation, China faces considerable hurdles due to its vast geographical size, regional economic disparities, an…
Severe viral rash progression prediction and surveillance early warning based on local-global attention and temporal convolutional network
Aiming at the problems of delayed early warning for severe viral exanthems and insufficient prediction accuracy based on a single data source, this study proposes a dual-branch cross-modal fusion prediction model based on TCN-TransDAF. The model adopts a Dilated-TCN branch to capture the long-term evolution law of clinical temporal indicators within 72 h after diagnosis, and a local-global attention Transformer branch to mine the variation charac…
Dynamic temporal partitioning enhanced transformer for pediatric viral load forecasting
Introduction: Viral infectious diseases are highly prevalent in pediatric populations, and accurate prediction of viral load is critical for clinical intervention and public health management. Existing time-series models poorly handle long-range dependencies, multi-scale features, noise, and incomplete clinical data. Methods: We propose DTR-Former, a Dynamic Temporal Partitioning-enhanced Transformer. It uses wavelet packet decomposition for adap…
Internal Medicine (3 works) · Medicine (3 works) · Acute Ischemic Stroke Management (2 works) · Antibody (1 work) · Biology (1 work) · Biostatistics (1 work) · Cerebrovascular and Carotid Artery Diseases (1 work) · China (1 work) · Cohort (1 work) · Comorbidity (1 work)