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Article
Open AccessThermally Conductive and UV-EMI Shielding Electronic Textiles for Unrestricted and Multifaceted Health Monitoring
Ag nanoparticles are evenly plated on BN-embedded fibers as a thermally conductive sheath, bridging the insulating interface between fibers to construct a 3D heat transfer net...
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Article
Open AccessSuperelastic Radiative Cooling Metafabric for Comfortable Epidermal Electrophysiological Monitoring
Efficient sunlight reflectivity and high mid-infrared radiation emissivity are simultaneously realized in a nonwoven metafabric via PTFE microparticle impregnation and thermal-...
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Article
Open AccessIntegrated analysis for treatment scheme of sodium–glucose cotransporter 2 inhibitors in patients with diabetic kidney disease: a real-world study
Sodium–glucose cotransporter 2 inhibitors (SGLT2i) are recommended for type 2 diabetes mellitus patients with impaired renal function, but the actual situation of SGLT2i using is unclear. Therefore, in this re...
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Article
Open AccessThe 30-days hospital readmission risk in diabetic patients: predictive modeling with machine learning classifiers
Diabetes mellitus is a major chronic disease that results in readmissions due to poor disease control. Here we established and compared machine learning (ML)-based readmission prediction methods to predict rea...
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Article
Open AccessApplication of Big Data and Artificial Intelligence in COVID-19 Prevention, Diagnosis, Treatment and Management Decisions in China
COVID-19, caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), spread rapidly and affected most of the world since its outbreak in Wuhan, China, which presents a major challenge to the emerg...
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Article
iT2DMS: a Standard-Based Diabetic Disease Data Repository and its Pilot Experiment on Diabetic Retinopathy Phenoty** and Examination Results Integration
Type 2 diabetes mellitus (T2DM) is a common chronic disease, and the fragment data collected through separated vendors makes continuous management of DM patients difficult. The lack of standard of fragment dat...
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Article
Protoporphyrin IX conjugated bacterial cellulose via diamide spacer arms with specific antibacterial photodynamic inactivation against Escherichia coli
Herein, protoporphyrin IX (PPIX) was covalently grafted onto a bacterial cellulose (BC) surface via three diamine spacer arms with different chain lengths. The obtained materials were characterized by spectros...
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Chapter and Conference Paper
The Development of a Smart Personalized Evidence Based Medicine Diabetes Risk Factor Calculator
Type 2 diabetes mellitus (T2DM) is a chronic disease affected with complex risk factors and has been regarded as one of the major social burdens due to its high occurrence. In this study, we aim to incorporate...
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Article
Open AccessComputer aided quantification for retinal lesions in patients with moderate and severe non-proliferative diabetic retinopathy: a retrospective cohort study
Detection of retinal lesions like micro-aneurysms and exudates are important for the clinical diagnosis of diabetes retinopathy. The traditional subjective judgments by clinicians are dependent on their experi...
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Chapter and Conference Paper
Extract Examining Data Using Medical Field Association Knowledge Base
The electronical medical record incorporate a significant amount of information, which is useful for medical study. The examining data is the results of patients’ inspection. In order to extract examining data...
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Chapter and Conference Paper
Negation Detection in Chinese Electronic Medical Record Based on Rules and Word Co-occurrence
In order to extract negative terminologies in Chinese Electronic Record. Many methods have been developed. One popular and simple method is based on rules. However, the negative predictive value drops signific...
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Chapter and Conference Paper
Ontology-Based Multi-Agent Cooperation EHR Semantic Interoperability Pattern Research
EHR semantic interoperability problems have long been academic and industrial research hotspots and difficulties. By using Description Logic-based semantic web knowledge representation, first it gets a semanti...
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Chapter and Conference Paper
Research on Regional Health Information Platform Construction Based on Cloud Computing
This paper proposes a service-oriented hierarchical architecture of regional health information service platform with five layers based on concept of cloud computing, and points out the key indicators of platf...
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Chapter and Conference Paper
Map** Knowledge Domain Analysis of Medical Informatics Education
This research analyzes the map** knowledge domain of the medical informatics education through the program CiteSpaceII. The data sample is downloaded from the SCI-E. The research takes the words that related...
