supported by the National Natural Science Foundation of China(No.12271097);the Key Program of National Science Foundation of Fujian Province of China(No.2023J02007);the Central Guidance on Local Science and Technology Development Fund of Fujian Province(No.2023L3003);the Fujian Alliance of Mathematics(No.2023SXLMMS01)。
We consider the task of binary classification in the high-dimensional setting where the number of features of the given data is larger than the number of observations.To accomplish this task,we propose an adherently p...
Background and objective: Occupational asthma is responsible for 5 to 20% of adult asthma cases globally, and car painters are among the most at-risk workers. The objective of this study was to determine the prevalenc...
Little is known about how the assessment modality,i.e.,computer-based(CB)and paper-based(PB)tests,affects language teachers’scorings,perceptions,and preferences and,therefore,the validity and fairness of classroom wr...
supported by grants from the Shanghai Jiao Tong University,the Renji Hospital Start-up funding for New PI,the Natural Science Foundation of Shanghai Science and Technology Innovation Action Plan(Grant No.21ZR1441500);the Young Talent of Hunan(Grant No.2020RC3066);the Hunan Natural Science Fund for Excellent Young Scholars(Grant No.2021JJ20003);the China Postdoctoral Science Foundation(Grant No.2021T140197).
In this study,we devised a computational framework called Supervised Feature Learning and Scoring(SuperFeat)which enables the training of a machine learning model and evaluates the canonical cellular statuses/features...
Peer-to-peer (P2P) lending offers an alternative way to access credit. Unlike established lending institutions with proven credit risk management practices, P2P platforms rely on numerous independent variables to eval...
supported by the National Natural Science Foundation of China(Grant No.T2222007 to Xiaohui Wu).
Gene set scoring(GSS)has been routinely conducted for gene expression analysis of bulk or single-cell RNA sequencing(RNA-seq)data,which helps to decipher single-cell heterogeneity and cell type-specific variability by...
Objective To explore the value of high-resolution CT (HRCT) visual scores and quantitative analysis in assessing pulmonary Langerhans cell histiocytosis(PLCH) in adults.Methods In total 51 adult patients with PLCH con...
Hepatocellular carcinoma(HCC)is the second leading cause of cancer-related mortality and has rising global incidence(1).A perplexing aspect of this disease is the high rate of recurrence(50-70%)after curative-intent,m...
Supported by Wenzhou Science and Technology Bureau Project(No.Y2020036);the National Science Foundation of China(No.82000861);National Key Research and Development Program of China(No.2020YFC2008200).
AIM:To develop the 17-item Asthenopia Survey Questionnaire(ASQ)-17 by Rasch analysis,and to generate a predictiveness score.METHODS:Totally 739 participants were recruited and 680 were involved in the result analysis ...
According to the Food and Agriculture Organization of the United Nations (FAO), there are about 500 million smallholder farmers in the world, and in developing countries, such farmers produce about 80% of the food con...