Jie Xu
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View article: TCM-5CEval: Extended Deep Evaluation Benchmark for LLM's Comprehensive Clinical Research Competence in Traditional Chinese Medicine
TCM-5CEval: Extended Deep Evaluation Benchmark for LLM's Comprehensive Clinical Research Competence in Traditional Chinese Medicine Open
Large language models (LLMs) have demonstrated exceptional capabilities in general domains, yet their application in highly specialized and culturally-rich fields like Traditional Chinese Medicine (TCM) requires rigorous and nuanced evalua…
View article: Clinical Features and Prediction Model of Secondary Infection Risk in Adult Patients With Chronic Respiratory Diseases: A Case-Control Study
Clinical Features and Prediction Model of Secondary Infection Risk in Adult Patients With Chronic Respiratory Diseases: A Case-Control Study Open
View article: Benchmarking Chinese Medical LLMs: A MedBench-Based Analysis of Performance Gaps and Hierarchical Optimization Strategies (Preprint)
Benchmarking Chinese Medical LLMs: A MedBench-Based Analysis of Performance Gaps and Hierarchical Optimization Strategies (Preprint) Open
UNSTRUCTURED The evaluation and improvement of medical large language models (LLMs) are critical for their real-world deployment, particularly in ensuring accuracy, safety, and ethical alignment. Existing frameworks inadequately dissect d…
View article: Dynamic Knowledge Graph Reasoning Based on Distributed Representation Learning
Dynamic Knowledge Graph Reasoning Based on Distributed Representation Learning Open
View article: Correction: Impact of thrombolytic therapy on basilar artery occlusion patients with atrial fibrillation: results from a multi-center prospective cohort study
Correction: Impact of thrombolytic therapy on basilar artery occlusion patients with atrial fibrillation: results from a multi-center prospective cohort study Open
[This corrects the article DOI: 10.3389/fneur.2025.1634708.].
View article: Impact of thrombolytic therapy on basilar artery occlusion patients with atrial fibrillation: results from a multi-center prospective cohort study
Impact of thrombolytic therapy on basilar artery occlusion patients with atrial fibrillation: results from a multi-center prospective cohort study Open
Background The benefits and risks of intravenous thrombolysis combined with endovascular treatment for basilar artery occlusion patients with atrial fibrillation (AF) are uncertain. This research investigates the disparities in the impact …
View article: Methodological conduct and risk of bias in studies on prenatal birthweight prediction models using machine learning techniques: a systematic review
Methodological conduct and risk of bias in studies on prenatal birthweight prediction models using machine learning techniques: a systematic review Open
View article: Machine Learning for Preoperative Assessment and Postoperative Prediction in Cervical Cancer: Multicenter Retrospective Model Integrating MRI and Clinicopathological Data
Machine Learning for Preoperative Assessment and Postoperative Prediction in Cervical Cancer: Multicenter Retrospective Model Integrating MRI and Clinicopathological Data Open
Background Machine learning (ML) has been increasingly applied to cervical cancer (CC) research. However, few studies have combined both clinical parameters and imaging data. At the same time, there remains an urgent need for more robust a…
View article: TCM-3CEval: A Triaxial Benchmark for Assessing Responses From Large Language Models in Traditional Chinese Medicine
TCM-3CEval: A Triaxial Benchmark for Assessing Responses From Large Language Models in Traditional Chinese Medicine Open
Large language models (LLMs) have demonstrated exceptional capabilities across diverse NLP tasks and domains, including modern medicine. However, the systematic evaluation of LLM in traditional Chinese medicine (TCM) - a field with rich hi…
View article: Drug-eluting stents versus bioresorbable scaffolds for acute myocardial infarction: A meta-analysis
Drug-eluting stents versus bioresorbable scaffolds for acute myocardial infarction: A meta-analysis Open
View article: The impact of digital services trade in belt and road countries on China’s construction green goods export efficiency: a time - varying stochastic frontier gravity model analysis
The impact of digital services trade in belt and road countries on China’s construction green goods export efficiency: a time - varying stochastic frontier gravity model analysis Open
Digital service trade, as a new engine for global trade growth, holds significant strategic importance in promoting the transformation of green goods exports. This paper is based on the panel data of 40 countries along the line from 2012 t…
View article: Antimicrobial and antivirulence function of cinnamaldehyde against <i>Streptococcus suis</i> type 2
Antimicrobial and antivirulence function of cinnamaldehyde against <i>Streptococcus suis</i> type 2 Open
Streptococcus suis type 2 (SS2) is an important zoonotic pathogen for swine and humans. The increasing prevalence of antimicrobial resistance in S. suis isolates poses a threat to public health. This study investigated the antimicrobial ac…
View article: Fetal Birth Weight Prediction in the Third Trimester: Retrospective Cohort Study and Development of an Ensemble Model
Fetal Birth Weight Prediction in the Third Trimester: Retrospective Cohort Study and Development of an Ensemble Model Open
Background Accurate third-trimester birth weight prediction is vital for reducing adverse outcomes, and machine learning (ML) offers superior precision over traditional ultrasound methods. Objective This study aims to develop an ML model o…
View article: The Existence of Global Attractor for Kirchhoff-Type Strongly Damped Wave Equation with Nonlinear Memory
The Existence of Global Attractor for Kirchhoff-Type Strongly Damped Wave Equation with Nonlinear Memory Open
View article: High-Contrast, Label-Free, Specific-Colored 3d Bioimaging Via Polarization-Enhanced Intensity Diffraction Tomography
High-Contrast, Label-Free, Specific-Colored 3d Bioimaging Via Polarization-Enhanced Intensity Diffraction Tomography Open
View article: Mobile short-video characteristics and continuous use intention among Chinese young adults
Mobile short-video characteristics and continuous use intention among Chinese young adults Open
The rapid growth and popularity of mobile short-video platforms among Chinese young adults has made it crucial to understand the factors associated with their continued use. This study integrated the stimulus–organism–response framework an…
View article: A Novel Integrated Machine Learning Model for Preoperative Evaluation and Postoperative Prognosis-prediction in Cervical Cancer Based on Clinical-pathological Parameters and MR Radiomics (Preprint)
A Novel Integrated Machine Learning Model for Preoperative Evaluation and Postoperative Prognosis-prediction in Cervical Cancer Based on Clinical-pathological Parameters and MR Radiomics (Preprint) Open
BACKGROUND Machine learning (ML) has been gradually applied to cervical cancer research, but rarely combines both clinical parameters and image data. Meanwhile, more robust and accurate preoperative assessment of parametrial invasion and …
View article: Evolution of the “Internet Plus Health Care” Mode Enabled by Artificial Intelligence: Development and Application of an Outpatient Triage System
Evolution of the “Internet Plus Health Care” Mode Enabled by Artificial Intelligence: Development and Application of an Outpatient Triage System Open
Background Although new technologies have increased the efficiency and convenience of medical care, patients still struggle to identify specialized outpatient departments in Chinese tertiary hospitals due to a lack of medical knowledge. Ob…
View article: Effects of the COVID-19 pandemic on maternal-fetal outcomes in a nonepidemic designated hospital: a retrospective study and clinical experience summary
Effects of the COVID-19 pandemic on maternal-fetal outcomes in a nonepidemic designated hospital: a retrospective study and clinical experience summary Open
View article: Tongxinluo and Functional Outcomes Among Patients With Acute Ischemic Stroke
Tongxinluo and Functional Outcomes Among Patients With Acute Ischemic Stroke Open
Importance Previous studies revealed limited effectiveness of neuroprotective agents in treating acute ischemic stroke (AIS). Tongxinluo, developed from traditional Chinese medicines, has been recognized as a novel neuroprotective agent wi…
View article: Data Set and Benchmark (MedGPTEval) to Evaluate Responses From Large Language Models in Medicine: Evaluation Development and Validation
Data Set and Benchmark (MedGPTEval) to Evaluate Responses From Large Language Models in Medicine: Evaluation Development and Validation Open
Background Large language models (LLMs) have achieved great progress in natural language processing tasks and demonstrated the potential for use in clinical applications. Despite their capabilities, LLMs in the medical domain are prone to …
View article: Evaluating and Enhancing Large Language Models’ Performance in Domain-Specific Medicine: Development and Usability Study With DocOA
Evaluating and Enhancing Large Language Models’ Performance in Domain-Specific Medicine: Development and Usability Study With DocOA Open
Background The efficacy of large language models (LLMs) in domain-specific medicine, particularly for managing complex diseases such as osteoarthritis (OA), remains largely unexplored. Objective This study focused on evaluating and enhanci…
View article: Finite Element Analysis on the Behavior of Solidified Soil Embankments on Piled Foundations under Dynamic Traffic Loads
Finite Element Analysis on the Behavior of Solidified Soil Embankments on Piled Foundations under Dynamic Traffic Loads Open
Most research conducted so far has primarily focused on pile-supported gravel embankments. The ability of solidified soil used as an embankment filling material has been verified, and a clear view on the performance of solidified soil emba…
View article: Exploring Academic Self-efficacy in Piano Practice among Students at Preschool Colleges in China
Exploring Academic Self-efficacy in Piano Practice among Students at Preschool Colleges in China Open
Piano Practice is an important course for students who study at preschool colleges in China, and academic self-efficacy is strongly associated with academic performance. Nevertheless, currently, little is studied about the academic self-ef…
View article: Jin-Tiange capsule combined with rehabilitation training for the treatment of skeletal muscle atrophy after surgery
Jin-Tiange capsule combined with rehabilitation training for the treatment of skeletal muscle atrophy after surgery Open
View article: Prediction model of deep vein thrombosis risk after lower extremity orthopedic surgery
Prediction model of deep vein thrombosis risk after lower extremity orthopedic surgery Open
View article: Evolution of H6N6 viruses in China between 2014 and 2019 involves multiple reassortment events
Evolution of H6N6 viruses in China between 2014 and 2019 involves multiple reassortment events Open
H6N6 avian influenza viruses (AIVs) have been widely detected in wild birds, poultry, and even mammals. Recently, H6N6 viruses were reported to be involved in the generation of H5 and H7 subtype viruses. To investigate the emergence, evolu…
View article: Dilemmas and prospects of artificial intelligence technology in the data management of medical informatization in China: A new perspective on SPRAY-type AI applications
Dilemmas and prospects of artificial intelligence technology in the data management of medical informatization in China: A new perspective on SPRAY-type AI applications Open
Objectives: This study aims to address the critical challenges of data integrity, accuracy, consistency, and precision in the application of electronic medical record (EMR) data within the healthcare sector, particularly within the context…
View article: Association between cognitive function and skeletal muscle in patients undergoing maintenance hemodialysis
Association between cognitive function and skeletal muscle in patients undergoing maintenance hemodialysis Open
Background Patients on hemodialysis have a higher burden of cognitive impairment than individuals of the same age in the general population. Studies have found a link between cognition and skeletal muscle function. However, few studies hav…
View article: FedMM: Federated Multi-Modal Learning with Modality Heterogeneity in Computational Pathology
FedMM: Federated Multi-Modal Learning with Modality Heterogeneity in Computational Pathology Open
The fusion of complementary multimodal information is crucial in computational pathology for accurate diagnostics. However, existing multimodal learning approaches necessitate access to users' raw data, posing substantial privacy risks. Wh…