Yi Xin

ORCID: 0009-0007-7983-8277
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About
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Research Areas
  • Bioinformatics and Genomic Networks
  • Genetics, Bioinformatics, and Biomedical Research
  • Artificial Intelligence in Healthcare
  • Genetic Associations and Epidemiology
  • Cognitive Computing and Networks
  • Wildlife Ecology and Conservation
  • Food Industry and Aquatic Biology
  • Ecology and biodiversity studies
  • Research Data Management Practices
  • Biomedical Text Mining and Ontologies
  • Big Data and Business Intelligence
  • International Student and Expatriate Challenges
  • Helicobacter pylori-related gastroenterology studies
  • Library Science and Information Literacy
  • Marine Bivalve and Aquaculture Studies
  • Algal biology and biofuel production
  • Diatoms and Algae Research
  • Advanced Computational Techniques and Applications
  • Computational and Text Analysis Methods
  • Bacterial Identification and Susceptibility Testing
  • AI in cancer detection
  • Microbial Community Ecology and Physiology
  • Microbial Metabolic Engineering and Bioproduction
  • Scientific Computing and Data Management
  • Cervical Cancer and HPV Research

Vanderbilt University
2025

Vanderbilt University Medical Center
2025

ICF International (United States)
2024

Zhejiang Ocean University
2019

Proteomics has emerged as a powerful tool for studying cancer biology, developing diagnostics, and therapies. With the continuous improvement widespread availability of high-throughput proteomic technologies, generation large-scale data become more common in research, there is growing need resources that support sharing integration multi-omics datasets. Such datasets require extensive metadata including clinical, biospecimen, experimental workflow annotations are crucial interpretation...

10.1158/2767-9764.crc-24-0243 article EN cc-by Cancer Research Communications 2024-09-01

Topic modeling utilizes unsupervised machine learning to detect underlying themes within texts and has been deployed routinely analyze social media for insights into healthcare issues. However, the inherent messiness of hinders full realization this technique’s potential. As such, we hypothesized that restricting medical concepts in specific related semantic types applying topic these could be a feasible approach overcome challenge traditional texts. Therefore, developed semantic-type-based...

10.1371/journal.pone.0318702 article EN cc-by PLoS ONE 2025-02-21

Background: Drugs targeting triglyceride (TG)-associated genes have the potential to improve cardiovascular outcomes for patients with elevated TG levels. However, we know little regarding additional benefits or deleterious effects of such targeting, particularly among individuals African ancestry (AA). Mendelian randomization and PheWAS approaches offer opportunity examine primary secondary effects. Methods: We examined 12 variants reported previously in studies from 5 that been identified...

10.1101/2025.03.07.25323588 preprint EN cc-by-nc 2025-03-10

ABSTRACT Vulvovaginal candidiasis (VVC) is a prevalent fungal ailment affecting women globally. Timely and accurate diagnosis crucial. Traditional methods, relying on clinical evaluation manual microscopic examination, have limitations. Artificial intelligence (AI) offers potential improvements in diagnostic accuracy efficiency by objectively analyzing images of lower genital tract infections women. A cascaded model was developed using 100,387 microscope 1,761 slides to diagnose VVC at slide...

10.1128/spectrum.01691-24 article EN cc-by Microbiology Spectrum 2024-11-22

According to the fishery resources investigation data in east of Nanji Islands during autumn 2017 and spring 2018, inter-specific relationships ecological between major nekton were analyzed via index relative importance, niche breadth, cluster analysis, overlap, χ2-test, variance ratio test, association coefficient, percentage co-occurrence, point correlation coefficients. The results showed that there 30 species this area. dominant Harpadon nehereus, Portunus trituberculatus, Oratosquilla...

10.13287/j.1001-9332.201912.033 article EN PubMed 2019-12-01

Abstract Despite their ecological and physiological significance, how carbon-concentrating mechanisms (CCM) are regulated in microalgae remains elusive. Here the model industrial microalga Nannochloropsis oceanica , we uncovered an epigenetic regulatory mechanism for CCM via comprehensive, multi-dimensional epigenomic analyses. Our integrated study reveals complex interplay among histone modifications, dynamic nucleosome positioning, 3D chromatin structure regulating gene expression during...

10.1101/2024.09.06.611585 preprint EN bioRxiv (Cold Spring Harbor Laboratory) 2024-09-09

<div>Abstract<p>Proteomics has emerged as a powerful tool for studying cancer biology, developing diagnostics, and therapies. With the continuous improvement widespread availability of high-throughput proteomic technologies, generation large-scale data become more common in research, there is growing need resources that support sharing integration multi-omics datasets. Such datasets require extensive metadata including clinical, biospecimen, experimental workflow annotations are...

10.1158/2767-9764.c.7458465.v1 preprint EN 2024-09-20

<div>Abstract<p>Proteomics has emerged as a powerful tool for studying cancer biology, developing diagnostics, and therapies. With the continuous improvement widespread availability of high-throughput proteomic technologies, generation large-scale data become more common in research, there is growing need resources that support sharing integration multi-omics datasets. Such datasets require extensive metadata including clinical, biospecimen, experimental workflow annotations are...

10.1158/2767-9764.c.7458465 preprint EN 2024-09-20

Knowledge Management (KM) aims to form core competence of the organization, bring actual interests for organization. To remain invincible, hospital must improve its competitiveness and enhance medical technology service level. That is strengthen hospital’s knowledge management. Realization KM can’t leave support from related technologies. This article gives detailed descriptions on Case-Based Reasoning (CBR) technology, analyze realization management in health care clarify process based...

10.12783/dtssehs/icss2016/9163 article EN DEStech Transactions on Social Science Education and Human Science 2017-05-09
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