Elucidating Neurodevelopmental Trajectories in Cancer with Topic Modeling: Revealing Persistent External Granule Layer Lineages in Medulloblastoma [0.03%]
基于主题模型的癌症神经发育轨迹阐释：髓母细胞瘤中持久性外颗粒层系谱的揭示
Ashmitha Rajendran,Parthiv Haldipur,Sonali Arora et al.
Ashmitha Rajendran et al.
The cerebellar rhombic lip generates cerebellar progenitors and neurons that ultimately differentiate to comprise over half of all neurons in the adult human brain. Standard clustering approaches often fragment or miss rhombic lip progenito...
Masahiro Tsujimae,Tomotaka Saito,Arata Sakai et al.
Masahiro Tsujimae et al.
Thirty years of public speaking anxiety research: topic modeling and semantic trend forecasting using LDA-Word2Vec integration [0.03%]
三十年的公共演讲焦虑研究：使用LDA-Word2Vec集成进行主题建模和语义趋势预测
Mocheng Lin,Yi Sun,Lang Chen
Mocheng Lin
Public speaking anxiety (PSA) is a widespread condition with profound psychological, educational, and occupational consequences. Despite increasing academic attention, few studies have systematically mapped the thematic development of PSA r...
Electronic health record activity changes around new decision support implementation: monitoring using audit logs and topic modeling [0.03%]
基于审计日志和主题模型的电子健康档案活动变化监测：新的决策支持系统实施前后的影响分析
Jinying Chen,Sarah L Cutrona,Ajay Dharod et al.
Jinying Chen et al.
Objectives: To develop and test a novel machine learning approach for monitoring impact of computerized clinical decision support (CDS) tools on clinicians' electronic health record (EHR) activities. ...
Analysis of Breast Cancer Information on Facebook Using Neural Network-Based Topic Modeling and Metadata Analysis of English and Spanish Content: Comparative Study [0.03%]
基于神经网络的主题建模和元数据的英语和西班牙语内容的Facebook乳腺癌信息分析：比较研究
Rasika Muralidharan,Arthur D Soto-Vasquez,María Montenegro et al.
Rasika Muralidharan et al.
Background: Breast cancer is the most common cancer diagnosis among women, with approximately 2.3 million new cases annually. When faced with a cancer diagnosis, individuals often turn to the internet for information or r...
Comparative Study
Journal of medical Internet research. 2025 Oct 15:27:e79161. DOI:10.2196/79161 2025
Academic discourse on ChatGPT in social sciences: A topic modeling and sentiment analysis of research article abstracts [0.03%]
社会科学中关于ChatGPT的学术讨论：研究论文摘要的主题建模与情感分析
Yating Tao,Qian Shen
Yating Tao
The rapid emergence of ChatGPT has sparked extensive academic discourse across multiple fields. This study focuses on such discourse within the social sciences by examining how scholars frame and evaluate ChatGPT through research article ab...
Utilizing BERTopic Modeling for Concept Discovery in the Domain of Gerotranscendence and Solitude [0.03%]
利用BERTopic模型在老年超验和孤独领域进行概念发现
B Damayanthi Jesudas,Finn Wilson,Rachel A Mavrovich et al.
B Damayanthi Jesudas et al.
Background. Ontology development is a complex, iterative process that traditionally requires extensive collaboration between ontology developers and subject matter experts (SMEs). While effective, this manual approach is time-consuming, lab...
Response to the Netflix Docuseries "Big Vape: The Rise and Fall of JUUL": Mixed Methods Analysis of YouTube Comments Using Qualitative Coding and Topic Modeling [0.03%]
对奈飞纪录片《大 vape：JUUL 的崛起与衰落》的反应：使用定性编码和主题建模分析 YouTube 评论的混合方法研究
Beth Hoffman,Arpita Tripathi,Ariel Shensa et al.
Beth Hoffman et al.
Background: On October 11, 2023, Netflix released the docuseries "Big Vape: The Rise and Fall of JUUL," which chronicled the founding of JUUL, its rise in popularity among youth, and the subsequent public backlash. The of...
Public Perspectives on Palliative and Hospice Care: Social Media Content Analysis Using Topic Modeling and Multiclass Sentiment Analysis [0.03%]
主题建模与多分类情感分析引导下的安宁缓和医疗社交媒体内容分析及公众视角调查研究报告
Aeri Kim,Kyungmi Woo
Aeri Kim
Background: Palliative care enhances dignity and quality of life for patients with serious illnesses by managing distressing symptoms and supporting families. However, inadequate awareness and misconceptions often hinder ...
Patterns of Living Alone in South Korea Compared to Other Countries: A Public Health Perspective and YouTube Topic Modeling Analysis [0.03%]
韩国与其他国家的独居生活模式比较——公共卫生视角和YouTube主题建模分析
Heesook Son,Sangmin Song,YoungBin Kim et al.
Heesook Son et al.
Objectives: This study explored the experiences, challenges, and social dynamics of middle-aged individuals living alone in South Korea, compared with English-speaking individuals. From a public health perspective, this s...
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