Publications by authors named "Zhaomeng Niu"

Purpose: Survivors of cancer are at increased risk of food insecurity, especially post-COVID-19. However, data are scant regarding this issue in this group. This study assessed the prevalence and correlates of food insecurity in a national sample of survivors of cancer in the United States.

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Graph representation learning has been leveraged to identify cancer genes from biological networks. However, its applicability is limited by insufficient interpretability and generalizability under integrative network analysis. Here we report the development of an interpretable and generalizable transformer-based model that accurately predicts cancer genes by leveraging graph representation learning and the integration of multi-omics data with the topologies of homogeneous and heterogeneous networks of biological interactions.

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Background: In the past two decades, melanoma incidence among Hispanic people has risen greatly. This qualitative study explored Hispanic people's perceived barriers and facilitators to skin cancer-related preventive behaviors.

Methods: Five focus groups among Hispanic people (2 in Spanish and 3 in English; n = 34; 11 Spanish-preferring and 23 English-preferring) were conducted, where participants discussed their perceptions and behaviors relating to skin cancer, sun protection, and skin self-examination.

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Article Synopsis
  • Melanoma rates among Hispanic individuals have increased by 20% over the past 20 years, with higher mortality rates compared to non-Hispanic Whites, partly due to less awareness and engagement in sun protection behaviors.
  • The study aims to explore the design of a mobile-based skin cancer prevention intervention tailored for Hispanic communities using a community-engaged research approach.
  • Researchers conducted focus groups and interviews with Hispanic individuals and key stakeholders to gather insights on preferences and suggestions for effective skin cancer prevention strategies.
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Skin cancer ranks as the most prevalent cancer in the United States. Over the past two decades, the incidence of melanoma, the deadliest form of skin cancer, among Hispanics has risen by 20%. Melanoma mortality rates are higher in Hispanics than in non-Hispanic Whites (NHW).

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Background: Young adults engage in behaviors that place them at risk for skin cancer. Dissemination of digital health promotion interventions via social media is a potentially promising strategy to modify skin cancer risk behaviors by increasing UV radiation (UVR) protection and skin cancer examinations.

Objective: This study aimed to compare 3 digital interventions designed to modify UVR exposure, sun protection, and skin cancer detection behaviors among young adults at moderate to high risk of skin cancer.

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Skin cancer is the most common cancer in the United States, and early detection of melanoma may lead to diagnosis of thinner and more treatable cancers, resulting in improved survival rates. This study examined the effects of message interactivity (high vs. low) and imagery (cartoon, real human character, or customized imagery preference) on accuracy of identifying abnormal skin lesions (ASL) and skin self-examination (SSE) intention.

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The Covid-19 pandemic produced a complex combination of intense negative emotions among the general public, influencing people's coping reactions toward the pandemic. Yet each discrete emotion may affect people's behaviors in different ways. Unveiling the specific emotion-behavior relationships can provide valuable implications for designing effective intervention programs.

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The skin cancer incidence rate has been rising, and digital health interventions can promote skin cancer prevention and detection behaviors. A systematic review was conducted to investigate the outcomes of digital interventions that promote sun protection and skin self-examination (SSE). This review examined studies that utilized randomized controlled designs or quasi-experiments, included outcomes related to sun safety or SSE, employed at least one digital platform, and were published in English from January 2000 to October 2020.

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Individuals who work outside are at increased risk for skin cancer due to excessive exposure to ultraviolet (UV) radiation. Little is known about UV exposures and sun safety practices of outdoor day laborers, who are disproportionately Hispanic. This study identified the correlates of sunburn and sun protection behaviors in a sample of male, Hispanic day laborers ( = 175).

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Cancer survivors' emotional well-being is an integral part of their overall health and may influence their recovery and survival. The current study used the 2018 Health Information National Trends Survey (HINTS) 5 Cycle 2 (N = 593) to evaluate the determinants of cancer survivors' emotional well-being. Internet cancer information seeking, social support, patient-centered communication, cancer beliefs, and self-efficacy to take care of one's health were examined as factors to be associated with cancer survivors' emotional well-being using structural equation modeling.

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Background: The incidence of skin cancer has been increasing in Puerto Rico in recent years. Sun protection behaviors are suboptimal among Puerto Ricans. However, there are limited data regarding major factors associated with Puerto Rican adults' sun protection behaviors.

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Background: Empirical research has demonstrated that people frequently use social media for gathering and sharing online health information. Health literacy, social media use, and self-efficacy are important factors that may influence people's health behaviors online.

Objective: We aimed to examine the associations between health literacy, health-related social media use, self-efficacy, and health behavioral intentions online.

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The coronavirus disease (COVID-19) broke out in China in January 2020 and has been effectively controlled in April 2020 after China's relentless efforts. People's engagement in disease-related preventive behaviors is crucial in containing such infectious disease. Vulnerable populations often have higher chances of developing severe illness from COVID-19 and the mortality rate is also higher.

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Background: Digital media technologies provide users with the ability to interact with content and to receive information based on their preferences and engagement.

Objective: We used skin cancer and sun protection as a health topic to explore how modality interactivity, interface tools that afford users greater activity, resulting in greater depth and breadth of mentally representing and experiencing mediated content, and message interactivity, the extent to which the system allows users to exchange messages back and forth on health websites, influenced users' attitudes, knowledge, behavioral intentions, and experience.

Methods: We employed a 2×2 (modality interactivity: high vs low; message interactivity: high vs low) between-subject online experiment for which 4 websites were created.

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Mental health is an increasingly prevalent topic of public interest, but remains a complex area requiring focused research that must account for negative perceptions surrounding mental health issues. The current work explores the roles of social media information source credibility and valence of social media comments on health outcomes in such a mental health context. We used a 2 (message source: professional vs.

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Given the effectiveness of human papillomavirus (HPV) vaccination in preventing cervical cancer and other diseases, as well as the low rates of HPV vaccination in the United States, it is important to examine the determinants of perceived HPV vaccine effectiveness. In this study, we examined the associations between potential factors associated with perceived HPV vaccine effectiveness. We utilized data (N = 718) from the nationally representative 2017 Health Information National Trends Survey (HINTS).

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Background: Breastfeeding is the biologically normative mode of feeding human infants, and reduces the risk of breast cancer for mothers. This systematic review assesses engagement in breastfeeding and the factors associated with breastfeeding among breast cancer survivors.

Methods: An online literature search was performed using the PubMed, Embase, CINAHL, PsychInfo, and Web of Science databases.

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Background: Since January 2020, the coronavirus disease (COVID-19) swept over China and then the world, causing a global public health crisis. People's adoption of preventive and intervening behaviors is critical in curbing the spread of the virus.

Objective: The aim of this study is to evaluate Chinese people's adoption of health behaviors in responding to COVID-19 and to identify key determinants for their engagement.

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Background: Approximately 42.5 million adults have been affected by mental illness in the United States in 2013, and 173 million people have been affected by a diagnosable psychiatric disorder in China. An increasing number of people tend to seek health information on the Web, and it is important to understand the factors associated with individuals' mental health information seeking.

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Healthy eating among young people may curb obesity and improve health, but strong messaging is needed for healthy eating interventions. In the current work, we evaluated the usefulness of visual appeals in a pilot text message-based healthy eating intervention among college students. A 2 (gain vs.

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College drinking, often associated with college binge drinking, is a critical issue in the United States and may lead to harmful consequences such as academic failure, injury, sexual assault, and even death. Health interventions targeted at reducing problematic drinking are needed to help prevent these harmful behaviors among college students. The current work explores the intersection of different types of information sources (e.

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Youth should be allowed and encouraged to engage in sun-safe behaviors in educational, childcare, and recreational settings, including use of sunscreen, wide-brimmed hats, other sun-protective clothing, and shade.

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