A5063205762- Misinformation and Its Impacts
- Topic Modeling
- Mental Health via Writing
- Sentiment Analysis and Opinion Mining
- Public Relations and Crisis Communication
- Artificial Intelligence in Healthcare and Education
- Machine Learning in Healthcare
- Microbial Metabolic Engineering and Bioproduction
- Social Media and Politics
- COVID-19 Pandemic Impacts
- Schizophrenia research and treatment
- Retinal Diseases and Treatments
- Retinal Imaging and Analysis
- Media Influence and Health
- Treatment of Major Depression
- Mobile Health and mHealth Applications
- Expert finding and Q&A systems
- Mobile Crowdsensing and Crowdsourcing
- Medication Adherence and Compliance
- Digital Marketing and Social Media
- Plant Virus Research Studies
- Ethics in medical practice
- Oral health in cancer treatment
- E-Government and Public Services
- ICT in Developing Communities
University of Wisconsin–Milwaukee
2023-2024
University of California, Irvine
2019-2023
Renmin Hospital of Wuhan University
2020-2022
Wuhan University
2022
Shanxi Medical University
2020
Jinzhou Medical University
2014
Southwest University
2007
Facial masks are an essential personal protective measure to fight the COVID-19 (coronavirus disease) pandemic. However, mask adoption rate in United States is still less than optimal. This study aims understand beliefs held by individuals who oppose use of facial masks, and evidence that they support these beliefs, inform development targeted public health communication strategies. We analyzed a total 771 268 U.S.-based tweets between January October 2020. developed machine learning...
Livestreamer-moderated matchmaking has gained wide popularity among the elderly population in China. Compared to algorithm-mediated online dating, it is characterized by (1) mediation of matchmakers a synchronous virtual environment and (2) natural development livestreaming-based communities. Nonetheless, how these new features influence single seniors' match-seeking remains unknown. To fill this research gap, we conduct qualitative study consisting observations semi-structured interviews...
Patient-generated health data (PGHD) is crucial for healthcare providers' decision making, as it complements clinical by providing a more holistic view of patients' daily conditions. We interviewed 20 providers in asthma care to envision future technologies support their PGHD use. found that want artificial intelligence (AI) systems enhance ability treat patients analyzing profiling risk and predicting deterioration. Despite the potential benefits AI, perceived various challenges AI use with...
Abstract Health-related social media data generated by patients and the public provide valuable insights into patient experiences opinions toward health issues such as vaccination medical treatments. Using Natural Language Processing (NLP) methods to analyze data, however, often requires high-quality annotations that are difficult obtain. The recent emergence of Large Models (LLMs) Generative Pre-trained Transformers (GPTs) has shown promising performance on a variety NLP tasks in domain...
Discussing research-sensemaking questions on Community Question and Answering (CQA) platforms has been an increasingly common practice for the public to participate in science communication. Nonetheless, how users strategically craft engage participation facilitate knowledge construction is a significant yet less understood problem. To fill this gap, we collected 837 science-related 157,684 answers from Zhihu, conducted mixed-methods study explore user-developed strategies proposing...
Online videos are playing an increasingly important role in timely information dissemination especially during public crises. Video commentary, synchronous or asynchronous, is indispensable viewers' engagement and participation, may turn contribute to video with additional emotions. Yet, the roles of commentary crisis communications largely unexplored, which we believe that investigation not only provides feedback but also offers concrete guidelines for better dissemination. In this work,...
The wide spread of misinformation contributes to information consumers' excessed distrust online information. To cope, consumers are often actively involved in checking the credibility through self-researching or seeking help and opinions from experts peers. While previous studies investigated factors that affect people's perceptions how laypeople's judgements compare experts, little is known about assessment work performed cooperated by individuals communities real-life, natural...
Understanding the current state of real-world Fast Healthcare Interoperability Resources (FHIR) applications (apps) will benefit biomedical research and clinical care facilitate advancement standard. This study aimed to provide a preliminary assessment these apps' clinical, technical, implementation characteristics.We searched public repositories for potentially eligible FHIR apps surveyed app implementers other stakeholders.Of 112 surveyed, most focused on (74) or (45); were implemented...
Abstract Introduction Adverse drug events (ADEs) are associated with poor outcomes and increased costs but may be prevented prediction tools. With the National Institute of Health All Us (AoU) database, we employed machine learning (ML) to predict selective serotonin reuptake inhibitor (SSRI)-associated bleeding. Methods The AoU program, beginning in 05/2018, continues recruit ≥ 18 years old individuals across United States. Participants completed surveys consented contribute electronic...
Mobile payment systems have become an infrastructural component in citizens' socio-economic life China. The rapid shift to a cashless society demands vendors of all ages quickly adapt themselves the ubiquitous mobile era. However, how this trend may impact senior vendors, group that typically uses less technology, remains unknown despite its significance inclusive design. This work aims address gap by investigating challenges and strategies adoption. Particularly, we focus on traditional...
Social media images, curated or casual, have become a crucial component of communicating situational information and emotions during health crises. Despite its prevalence significance in informational dissemination emotional connection, there lacks comprehensive understanding visual crisis communication the aftermath pandemic which is characterized by uncertain local situations fatigue. To fill this gap, work collected 345,423 crisis-related posts 65,376 original images Xi'an COVID-19...
We report the complete genome sequence of a European genotype porcine reproductive and respiratory syndrome virus isolated from swine in northern China 2012. Genome alignment revealed that (LNEU12) strain shares 90.1% nucleotide identity with prototype Lelystad virus. Here, we announce LNEU12.
Emergency department (ED) overcrowding has been a pain point in hospitals across the globe. "Frequent flyers," who visited ED at much higher rate than average, account for almost one third of visits even though they represent only small proportion all patients. In this study, we used data-mining methods to cluster frequent flyers large academic medical center US. The objective was identify distinct types flyers, and common characteristics associated with each type. results show that have...
Oral anticancer agents (OAA) are increasingly prescribed to treat cancer because they flexible and convenient use. However, managing complex OAA regimens life-threatening toxicities at home can be challenging for patients their caregivers. It is urgent better understand the supportive care needs develop novel approaches facilitating self-management communicating about OAA. Guided by chronic model (CCM), we conducted a grounded theory-based study analyze OAA-related online discussions...