Healthcare Trust Research Articles

Trust in Healthcare, Medical Mistrust, and Health Outcomes in Times of Health Crisis: A Narrative Review

Background/Objectives: The concepts of trust and distrust in health systems during health crises are significantly related to public adoption of health behaviors and health outcomes. The aim of this review is to examine trust and mistrust during times of health crisis, such as periods of viral pandemics and epidemics, and how these concepts relate to public health behaviors and, by extension, affect health outcomes. Methods: A focused search was conducted in PubMed and Scopus using a Boolean expression to identify relevant articles written in the English language and published between 2003 and 2023. The research methods comprised content analysis, thematic analysis, and a word cloud visualization to identify frequent themes related to trust and mistrust in healthcare systems. Results: The analysis included 57 studies and revealed that trust in healthcare systems, institutions, and professionals plays a significant role in shaping public health behaviors during health crises. The study also highlighted how mistrust leads to negative health outcomes, such as increased belief in conspiracy theories, vaccine hesitancy, and non-compliance with public health measures. Conclusions: The review emphasizes the importance of building and maintaining trust in healthcare systems to ensure better public health outcomes during crises. It calls for further research to better understand the nuances of trust and mistrust, aiming to inform public health strategies and interventions that could lead to more effective crisis management and improved health outcomes.

Building Patient Trust through Enhanced Data Security: A Saudi Arabian Hospital Case Study

Purpose: The study highlights the need for healthcare providers to prioritize the implementation of enhanced authentication mechanisms and consent management systems to align with patient expectations and build trust. Additionally, the research emphasizes the importance of addressing the knowledge gap among healthcare staff through mandatory training programs and clear communication strategies. The proposed action plan outlines concrete steps to enhance data security and transparency, positioning the hospital as a leader in safeguarding patient information. Methodology: A survey was conducted among patients in a private hospital setting to assess their perceptions and expectations regarding the security of their medical information. The survey explored patient awareness of data security risks, preferences for authentication methods, and views on consent protocols for accessing health records. Originality and implication: This study provides valuable insights into patient perspectives on data security within a private hospital setting, an area often overlooked in broader healthcare data security research. The findings have significant implications for healthcare providers, emphasizing the need to align security practices with evolving patient expectations to maintain trust and ensure the responsible handling of sensitive medical information. Keywords: Patient Data Security, Healthcare Data Privacy, Patient Consent, Authentication Methods, OTP Verification, Electronic Health Records, Security Awareness Training, Trust in Healthcare, Private Hospital Setting

Voices of Care: Nurses' Perspectives on End-of-Life Care for Black/African American Patients.

This qualitative study examines the distinct experiences of Black/African American nurses in providing end-of-life care to patients of the same racial background and their families. It fills a significant gap in existing research by focusing on the lived experiences and perceptions of Black/African American nurses, gathered through semistructured interviews. Using phenomenological analysis with Colaizzi's method, the study identified principal themes such as racial and ethnic disparities in treatment, challenges in pain management, the need for cultural sensitivity, and the significant influence of historical Black/African American patients' mistrust in health care interactions. The findings illustrate pervasive health care disparities, which are intensified by socioeconomic variables, cultural incompetence, and systemic bias. The nurses highlighted the urgent need for enhanced cultural competence in health care practices to ensure equitable treatment and patient-centric care. This research underscores the necessity for systemic reforms to improve cultural sensitivity and trust within health care services, advocating for comprehensive cultural competency training, greater diversity in health care representation, and effective mechanisms for reporting and addressing disparities. These measures are critical for improving health care outcomes and trust among Black/African American communities at the end of life.

The role of a Macmillan senior pharmacy technician in a regional cancer centre in Northern Ireland: an evaluation

Abstract Introduction In the UK, up to two-thirds of all cancer patients have at least one comorbidity, with around half having multiple long-term conditions (LTCs).1 Older people with cancer often require multiple medications including cancer-specific treatments, supportive care medications, and medications for pre-existing LTCs. They are therefore at higher risk of the adverse effects of polypharmacy, inappropriate prescribing, drug-drug interactions, and drug-disease interactions. Complexity of medication regimens and treatment burden can cause confusion and medicines mismanagement, thereby influencing a patient's ability to adhere to treatment with the outcome being an increased chance of treatment failure. It is thus essential that medicines be optimised in these patients.2 The Oncology Pharmacy Team based in the North West Cancer Centre, located on the Altnagelvin acute hospital site in the Western Health and Social Care Trust, Northern Ireland, secured Macmillan funding to provide a specialist medicines optimisation service to older patients about to start cancer treatment (the Medicines Optimisation in Older People with Cancer [MOOC] Service). A pharmacy technician and pharmacist were recruited and the service implemented from October 2023. The roles are new and innovative and require extensive evaluation. Aim To evaluate the introduction of the Macmillan senior pharmacy technician into the oncology pharmacy team, analysing impact on medicines optimisation and patient safety. Methods A census approach was taken to include all patients with a new cancer diagnosis and medicines reconciliation (MedRec) completed by the pharmacy technician during the study period. The technician identified and rectified any issues prior to the patient’s first scheduled treatment. Patients with significant medicines-related concerns, or aged ≥65 years and taking ≥8 drugs, were referred to the Macmillan pharmacist for holistic medication review. Data collected included number of MedRecs completed by the pharmacy technician (relative to total completed by the team weekly), cancer diagnosis, medicines-related problems identified, interventions made, other activities completed, and time directed away from the pharmacist. Analysis of patient age and number of medications taken informed whether inclusion criteria for MOOC pharmacist referral were appropriate. Results The specialist medicines optimisation service started in October 2023, however, data collection for the purpose of this study commenced on 1st January and took place over a two-month period.101 patients (aged 69.0 ± 5.7 years, range 57 -74 years)) taking an average of 12.6 medicines (range = 8-18), and recently diagnosed with cancer were reviewed by the pharmacy technician. On average, the technician completed 76.4% of medicines reconciliations each week. 120 medicines-related problems were identified, and 178 interventions made. The service yielded net cost savings of £826.34 (pharmacist time saved). Nine patients were referred to the MOOC pharmacist service; a further five patients did not consent to referral. Discussion / Conclusion Although the evaluation of the MOOC service is ongoing, this interim analysis demonstrated that integration of the pharmacy technician into the oncology team yielded cost savings and reduced and improved provision of patient-centred healthcare and safety. Inclusion criteria for the MOOC pharmacist review were confirmed via analysis of patient age and number of medicines taken.

Advanced Nurse Practitioner (ANPs) experiences of the Quality and Outcomes Framework (QOF) Scheme: a UK case study

ObjectivesThe primary focus of pay-for-performance (P4P) schemes in the UK has traditionally been related to the public health and inclusion elements related to the activities of doctors with comparatively less...

The Impact of Servant Leadership on Trust, Team Efficacy, and Intrinsic Motivation in Healthcare

This study aims to investigate the intricate dynamics of servant leadership and its impact on intrinsic motivation within the medical field, with a particular focus on the roles of trust as a moderator and team efficacy as a mediator. A sample of 200 hospital employees was surveyed using self-administered questionnaires. Data were analyzed using SmartPLS software to test the hypothesized relationships. The findings reveal that servant leadership significantly enhances intrinsic motivation, with trust amplifying this effect as a moderator, and team efficacy serving as a crucial mediator. Specifically, trust strengthens the relationship between servant leadership and team efficacy, which in turn, boosts intrinsic motivation. These results provide valuable insights into how servant leadership can be leveraged in healthcare settings to foster a motivated and effective workforce. The study addresses a critical gap in leadership literature by highlighting the dual roles of trust and team efficacy in the servant leadership process. The implications of this research suggest that healthcare organizations should focus on cultivating servant leadership qualities among their leaders, as well as fostering a trust-rich environment and promoting team efficacy to enhance employee motivation and overall performance.

Reporting MRONJ as an adverse drug reaction: an oral surgery survey.

Introduction Medication-related osteonecrosis of the jaw (MRONJ) is a significant adverse drug reaction associated with anti-angiogenic and anti-resorptive medications. The aim of this survey was to highlight the importance of reporting adverse drug reactions, including MRONJ.Methodology An electronic survey was disseminated to dentists working in the oral surgery department Birmingham Community Healthcare Trust in November 2021. The survey consisted of 14 open and closed questions relating to the identification and reporting of MRONJ as an adverse drug reaction.Results Although 97% of participants had seen a patient with MRONJ, only 19% had reported an adverse drug reaction to any medication. Interestingly, 27% of respondents felt that MRONJ should be classified as a 'post-operative complication' rather than an 'adverse drug reaction'. In total, 22% of participants were unaware of how to report an adverse drug reaction.Conclusion This survey acts as an important reminder to encourage both patients and dental professionals to report adverse drug reactions, including suspected MRONJ, to the Medicines and Healthcare products Regulatory Agency. Reporting aids accurate national data collection, highlights risk and supports ongoing research in this area.

Combating drug abuse through pharmacist-led public health campaigns strategic initiatives for global prevention

The global drug abuse crisis continues to pose significant public health challenges, necessitating comprehensive prevention strategies. Pharmacists, as accessible and trusted healthcare professionals, are increasingly recognized for their pivotal role in drug abuse prevention. This paper explores pharmacist-led public health campaigns and interventions designed to mitigate drug abuse, particularly through education, outreach, and collaboration with other healthcare providers. It examines core components of effective campaigns, including targeting at-risk populations such as youth and high-risk communities. Additionally, the paper discusses global prevention strategies, addressing the cultural, economic, and legal barriers that pharmacists face while highlighting opportunities for their leadership in international drug prevention efforts. The conclusion emphasizes the need for policy recommendations to enhance the pharmacist’s role in drug abuse prevention, alongside future directions leveraging digital health technologies and international collaboration to achieve more effective global outcomes.

Co-producing COVID-19 health education resources with ethnic minority communities in the UK

Abstract Background Effective communication of relevant health information is challenging in elderly minority ethnic groups due to language barriers and cultural differences. During the COVID-19 pandemic, much of the public health guidance around COVID-19 was in dominant languages, lacking cultural nuance. This study aimed to co-produce culturally, linguistically, and age-appropriate health education resources in COVID-19, tailored to the needs of older adults from ethnic minority backgrounds. Methods This study involved three stages: 1) Semi-structured interviews with Indian and Nepalese older adults (≥65 years), their families (≥18 years) and healthcare professionals (HCPs) (≥18 years) engaging with these communities; 2) Co-production of COVID-19 information resource, and c) Implementation of co-produced resources among the communities. Results 24 participants took part in the study. There was wide variation in participants’ knowledge of COVID-19; some were knowledgeable, while others had limited information. Participants highlighted the need for information in multiple formats and languages and discussed the importance of culturally avenues for information dissemination. Drawing on these findings and two co-production workshops held with the stakeholders, culturally sensitive information leaflets (electronic and paper) were co-prodcued in Hindi and Nepalese using age-appropriate images and infographics. The leaflets were distributed widely to the Nepalese and Indian communities, healthcare trusts and local authorities using the networks of community members, HCPs, and religious leaders. Conclusions The project highlights the significance of participatory methods in the development of culturally relevant public health interventions applicable to the cultural practices of ethnic minority groups. The co-production approach in this study could influence information provision for future public health campaigns for other marginalised groups. Key messages • Health information should be co-produced with a representative sample of the community members and relevant stakeholders. • There is a need on an ongoing basis to identify and fill the information gaps, address misinformation and develop targeted messages.

Leveraging Trauma Informed Care for Digital Health Intervention Development in Opioid Use Disorder.

Digital health refers to the use of information and communication technologies in medicine (including smartphone apps, wearables, other non-invasive sensors, informatics and telehealth platforms) to prevent illness, deliver treatment, and promote wellness. This rapidly proliferating group of technologies has the potential to reduce harm for people with opioid use disorder (OUD) and facilitate the recovery process; however, development in this space for OUD has been slower compared to that for other medical conditions. Unique issues with OUD management surrounding patient provider relationships, interaction with the healthcare system, autonomy and trust sometimes hinder care approaches, including those in digital health. The trauma informed care framework (TIC), developed for use by organizations to support individuals who have experienced trauma, has particular applicability for digital health interventions in OUD care. This manuscript will serve as a review of TIC principles and how they can be applied to digital health interventions to increase access, equity, and empowerment for people with OUD. We will highlight representative current and pipeline digital technologies for OUD, challenges with these technologies, TIC models for OUD, and the integration of TIC principles into digital technology development to better serve people with OUD. Finally, we will posit strategies to incorporate the aforementioned principles into future research efforts. We ultimately aim to use TIC as a lens through which to develop digital technologies to help individuals with OUD while minimizing harm.

Health IoT Threats: Survey of Risks and Vulnerabilities

The secure and efficient collection of patients’ vital information is a challenge faced by the healthcare industry. Through the adoption and application of Internet of Things (IoT), the healthcare industry has seen an improvement in the quality of delivered services and patient safety. However, IoT utilization in healthcare is challenging due to the sensitive nature of patients’ clinical information and communicating this across heterogeneous networks and among IoT devices. We conducted a semi-systematic literature review to provide an overview of IoT security and privacy challenges in the healthcare sector over time. We collected 279 studies from 5 scientific databases, of which 69 articles met the requirements for inclusion. We performed thematic and qualitative content analysis to extract trends and information. According to our analysis, the vulnerabilities in IoT in healthcare are classified into three main layers: perception, network, and application. We comprehensively reviewed IoT privacy and security threats on each layer. Different technological advancements were suggested to address the identified vulnerabilities in healthcare. This review has practical implications, emphasizing that healthcare organizations, software developers, and device manufacturers must prioritize healthcare IoT security and privacy. A comprehensive, multilayered security approach, security-by-design principles, and training for staff and end-users must be adopted. Regulators and policy makers must also establish and enforce standards and regulations that promote the security and privacy of healthcare IoT. Overall, this study underscores the importance of ensuring the security and privacy of healthcare IoT, with stakeholders’ coordinated efforts to address the complex and evolving security and privacy threats in this field. This can enhance healthcare IoT trust and reliability, reduce the risks of security and privacy issues and attacks, and ultimately improve healthcare delivery quality and safety.

Sex Educators' Strategies for Building Student Trust.

Although clinicians have been the focus of research on trust in health care, much of the health guidance Americans receive occurs outside clinical settings. School-based health education is one such setting. Given the importance of interpersonal dynamics to clinicians' work, trust likely features heavily in achieving health educators' outcomes. This study asks: How do health educators approach building trust with students? In interviews with 39 sexual health educators in Ohio and Illinois, I find that educators report several strategies that they use in their attempt to build student trust: They use personal anecdotes and informality to distinguish themselves from teachers; adjust their approach based on their race, gender, or age if they perceive these identities impede trust; and emphasize lessons are factual when facing pushback. My findings reveal key differences in how clinicians and nonclinical professionals approach trust and more broadly, how organizational factors impact health professionals' approach to trust.

Sexual and Gender Identity-Associated Disparities in University Students' Experiences with Inappropriate, Disrespectful, and Coercive Health Care.

Purpose: Inappropriate, disrespectful, or coercive health care (IDCH) is associated with patient age and sexual orientation and gender identity (SOGI) and can impact healthcare engagement and outcomes. Emerging adulthood is a critical period for establishing trust in health care, yet little is known about university students' IDCH experiences. This study assessed the IDCH prevalence and identified IDCH-SOGI associations in a university student sample. Methods: Using data from the cross-sectional IDC Survey (2021), we quantified the lifetime prevalence of 18 IDCH items in a sample of 3403 university students. Chi-squared and Kruskal-Wallis tests were used to assess bivariate associations between IDCH items and SOGI. We modeled associations between demographic characteristics and two types of provider-sexual misconduct using logistic regression. Results: Statistically significant associations between SOGI and 17 of the analyzed IDCH items were identified. Self-reported IDCH experiences were more prevalent among minoritized SOGI students than heterosexual cisgender students, including receiving inappropriate/harmful treatment and dismissive or biased provider communication. Gender minority and sexual minority cisgender male and female students had significantly higher odds of ever being touched inappropriately during an exam, compared with heterosexual cisgender males (adjusted odds ratios [95% confidence interval]: 3.07 [1.59-5.93], 2.34 [1.24-4.41], and 1.85 [1.16-2.90], respectively). SOGI was not significantly associated with experiencing a provider's sexual advances. Conclusion: University students with historically minoritized SOGIs may be particularly vulnerable to IDCH experiences; research is needed to understand differential experiences within minoritized sexual and gender subpopulations. Patient and provider education about healthcare norms and trauma-centered care could potentially reduce IDCH and its harms.

Wastewater monitoring of human and avian influenza A viruses in Northern Ireland: a genomic surveillance study

Influenza Aviruses (IAVs) are significant pathogens of humans and other animals. Although endemic in humans and birds, novel IAV strains can emerge, jump species, and cause epidemics, like the latest variant of H5N1. Wastewater-based epidemiology (WBE) has been shown capable of detecting human IAVs. We aimed to assess whether whole-genome sequencing (WGS) of IAVs from wastewater is possible and can be used to discriminate between circulating strains of human and any non-human IAVs, such as those of avian origin. Using a pan-IAV RT-quantitative PCR assay, six wastewater treatment works (WWTWs) across Northern Ireland were screened from Aug 1to Dec 5, 2022. Ananopore WGS approach was used to sequence RT-qPCR-positive samples. Phylogenetic analysis of sequences relative to currently circulating human and non-human IAVs was performed. Forcomparative purposes, clinical data (PCR test results) were supplied by The Regional Virus Laboratory, Belfast Health and Social Care Trust (Belfast, Northern Ireland, UK). We detected a dynamic IAV signal in wastewater from Sept 5, 2022, onwards across Northern Ireland, which did not show a clear positive relationship with the clinical data obtained for the region. Meta (mixed strain) whole-genome sequences were generated from wastewater samples displaying homology to only human and avian IAVstrains. The relative proportion of IAV reads of human versus avian origin differed across time and sample site. Adiversity in subtypes and lineages was detected (eg, H1N1, H3N2, and several avian). Avian segment 8related to those found in recent H5N1 clade 2.3.4.4b was identified. WBE affords a means to monitor circulating human and avian IAV strains and provide crucial genetic information. As such, WBE can provide rapid, cost-effective, year-round One Health surveillance to help control IAV epidemic and pandemic-related threats. However, optimisation of WBE protocols are necessary to ensure observed wastewater signals not only correlate with clinical case data, but yield information on the wider environmental pan-influenz-ome. Department of Health for Northern Ireland.

Are Patient-Centered Care, Healthcare Consumerism, and Trust in Physicians Compatible?: Positioning Analysis of the Patient-Provider Relationship

ABSTRACT Patient-centered care and healthcare consumerism are dominant models of the patient-provider relationship. Positioning theory was applied to examine consumers’ and physicians’ positions on patient-centered care and healthcare consumerism, along with their attitudes toward direct-to-consumer healthcare service advertising and trust in the medical profession. Surveys were conducted with a convenience sample of consumers and physicians respectively. Patient-centered care was the only theoretical construct that both consumers and physicians unequivocally embraced. Both groups were either ambivalent or skeptical of the other three concepts. Between the two groups, physicians exhibited a stronger endorsement of patient-centered care and more negative attitudes toward advertising than consumers. When the relationships among the theoretical constructs were examined, a negative correlation between patient-centered care and consumerism was found among consumers. Also, patient-centered care and trust were negatively correlated in both groups. Implications of these findings are discussed for strategic communication, consumer and physician education, and future research.

Abstract A133: The Church Study: Bridging the gap in colorectal cancer screening of Black patients

Abstract Introduction: Colorectal cancer (CRC) is the second leading cause of cancer death in the US, disproportionately affecting Black Americans with a 25% higher risk and 40% greater mortality than non-Hispanic White Americans. Data on CRC screening preferences among Black patients is limited. We conducted a survey to evaluate CRC screening preferences and barriers to screening after a culturally tailored educational talk among Black churchgoers. Aim: The aim of this study is to assess the preferences and barriers to CRC screening among Black Americans, utilizing culturally tailored educational interventions to enhance screening uptake. Methods: Participants aged 45-85, at average CRC risk, were recruited from three predominantly Black churches in disadvantaged areas of Atlanta, excluding high-risk individuals and those outside the age range. CRC education, vetted for cultural sensitivity, was provided. Informed consent was waived by Morehouse IRB but ensured through educational sessions with opportunities for questions. A 30-question survey covered Demographics, Medical History, Screening Experience, and Preferences. Participants received a $25 Amazon gift card post-survey. Descriptive statistics were applied to demographics and CRC screening preferences, categorized per NCCN guidelines. Results: Out of 101 participants, 64% preferred blood-based screenings and 19% preferred fecal-based testing. Over 73% reported being up-to-date with CRC screening, with more than 61% having a colonoscopy as their most recent CRC screening test. Additionally, 30% of participants were willing to be CRC awareness advocates. Healthcare provider access was high, with 94% reporting having a primary care provider. Trust in providers was approximately 92%, with 4% expressing distrust and 4% uncertain. Conclusions: Despite being in underserved areas, participants reported no significant barriers to CRC screening, with most up-to-date on prevention. Their active participation and willingness to advocate underscore the effectiveness of church settings in health education for Black communities. Preferences for blood-based screenings indicate openness to less invasive options, highlighting the need for tailored interventions. High trust in healthcare providers challenges the narrative of mistrust among African Americans, demonstrating that culturally sensitive, community-focused engagement enhances preventive health participation. The willingness of 30% to become CRC awareness advocates demonstrates strong potential for community-driven health initiatives. Citation Format: Toni M. Jackson, John Onyekaba, Kingsley K. Njoku, Ankita Shah, Carrie Smith, Chima Amadi, Kapil Chandora, Daniela Ortegasantori, Hafsa Gundroo, Temitope Tobun, Daniel Hommes, Julia Liu. The Church Study: Bridging the gap in colorectal cancer screening of Black patients [abstract]. In: Proceedings of the 17th AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2024 Sep 21-24; Los Angeles, CA. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2024;33(9 Suppl):Abstract nr A133.

Abstract B055: Engaging Black and African American community members to develop culturally appropriate methods for cancer genetics education, risk assessment, and referral to research studies and clinical services: A community café approach

Abstract Background: Patients who have a potentially hereditary cancer (e.g., breast, ovarian, prostate) and self-identify as Black or African American (AA) are less likely to receive cancer genetic services than their White peers. Prior research indicates that the lack of consistent identification and referral of test-eligible patients and their family members is a significant barrier to receiving this care. Additionally, AA patients who do reach these services are much more likely than White patients to receive genetic test results that contain a variant of unknown significance (VUS). This disparity is largely attributable to the lower proportion of non-White patients included in cancer genetic research and clinically derived datasets. Developing culturally appropriate, community-informed, and community-based approaches to improve access to cancer genetic research and clinical care is critical to reducing these disparities. Methods: We used a community and patient engaged research (CPER) framework to develop and implement a series of community cafés. The foundation of the community café model is bi-directional engagement that emphasizes the critical roles of cultural awareness, empathy, and trust in healthcare and research improvement. Accordingly, we developed two brief educational modules that oriented café participants to the topics of 1) genetics and diversity in cancer research and 2) the role of family history in cancer risk assessment. Each ∼10 minute module was followed by a 30-40 minute facilitated listening session, enabling café participants to provide substantial feedback on both topics. Sessions were structured to generate input on the development of training and practice support materials for community health workers (CHWs) in the next phase of this research project. Note takers summarized the discussion at the end of each session, providing café participants an opportunity to revise or elaborate upon the written notes. Café sessions were also audio recorded for future transcription. Results: Eight community cafes were held from January-May 2024. Six cafes consisted of 121 AA community members (75.8% female; mean age = 53.4 years), most of whom had either been diagnosed with cancer (29.8%) or had a first-degree relative with cancer (31.4%). Two cafes enrolled a total of 21 CHWs (90.5% female; mean age = 45.4 years). Several actionable themes emerged during the listening sessions, including: clear explanations regarding why AA patients are being recruited into cancer genetic research studies, acknowledging harms of past race-based research; increased awareness of CHWs and how they can help build trust and bridge gaps between community members and academic medical centers. Café participants strongly endorsed increased presence of clinicians and researchers in community settings and increased representation of Black or African Americans on clinical and research teams. Impact: The community café approach was well received by community members, generating important input into the development of a community-based, equity-focused intervention. Citation Format: Erin Linnenbringer, Briana Wilson, Kayla Wallace, Anjali Kunavarapu, Charles Cogshell, Bailey Martin-Giacalone, Meera Muthukrishnan, Brett Maricque, Jessica Mozersky, Bettina Drake, Joyce Balls-Berry. Engaging Black and African American community members to develop culturally appropriate methods for cancer genetics education, risk assessment, and referral to research studies and clinical services: A community café approach [abstract]. In: Proceedings of the 17th AACR Conference on the Science of Cancer Health Disparities in Racial/Ethnic Minorities and the Medically Underserved; 2024 Sep 21-24; Los Angeles, CA. Philadelphia (PA): AACR; Cancer Epidemiol Biomarkers Prev 2024;33(9 Suppl):Abstract nr B055.

Unveiling the Future of Postoperative Outcomes Prediction: The Role of Machine Learning and Trust in Healthcare

Unveiling the Future of Postoperative Outcomes Prediction: The Role of Machine Learning and Trust in Healthcare

Profile and management of thyroid disease in children and young people (CYP) attending type 1 diabetes clinics in southern health and social care trust (SHSCT)

Profile and management of thyroid disease in children and young people (CYP) attending type 1 diabetes clinics in southern health and social care trust (SHSCT)

Profile and management of thyroid disease in children and young people (CYP) attending type 1 diabetes (T1D) clinics in southern health and social care trust (SHSCT)

Profile and management of thyroid disease in children and young people (CYP) attending type 1 diabetes (T1D) clinics in southern health and social care trust (SHSCT)