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Articles by Jiayan Lin
Wearable sensor–derived gait signatures for Parkinson's disease: an exploratory diagnostic study integrating dimensionality reduction and machine learning
Abstract Background: Parkinson's disease (PD) is characterized by progressive motor dysfunction, in which gait disturbances often emerge early yet remain underutilized in diagnostic frameworks. Advances in wearable sensor technology enable high-resolution quantification of gait dynamics, but the clinical translation of such high-dimensional data is limited by redundancy and model overfitting.
Computer Science > Computation and Language
Recent advances in large language models (LLMs) have established conversational text-to-SQL as a practical interface between users and databases, often involving multiple turns of clarification and revision. However, existing benchmarks primarily evaluate execution accuracy, leaving the unfolding and shifting of user intent across turns largely uncovered.
Guanxinjing ameliorates coronary microvascular dysfunction in myocardial ischemia-reperfusion injury by alleviating inflammation and restoring endothelial function
Abstract Background: Coronary microvascular dysfunction (CMD) secondary to myocardial ischemia-reperfusion injury (MIRI) is characterized by profound inflammatory activation and endothelial impairment. Guanxinjing compound (GXJC) is a clinical drug widely used for coronary heart disease and angina pectoris closely associated with coronary microvascular function. Its efficacy and mechanisms against MIRI-induced CMD remain elusive.
Identification and Characterization of Copper-Responsive miRNAs and Their Target Genes in Jerusalem Artichoke
1. Introduction Copper (Cu) is one of the eight essential micronutrients required for plant growth, playing crucial roles in enzyme catalysis, photosynthetic and respiratory electron transport, protein and carbohydrate metabolism, oxidative stress protection, cell wall strengthening, pollen formation, and seed production [1].
The browning and mobilization of subcutaneous white adipose tissue supports efficient skin repair
A Self-Powered Lactate Sensor Based on the Piezoelectric Effect for Assessing Tumor Development
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Faster RCNN Target Detection Algorithm Integrating CBAM and FPN
This is an early access version, the complete PDF, HTML, and XML versions will be available soon. Open AccessArticle by Wenshun Sheng *, Xiongfeng Yu , Jiayan Lin and Xin Chen Pujiang Institute, Nanjing Tech University, Nanjing 211200, China * Author to whom correspondence should be addressed. Appl. Sci.
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