14 Staying connected: Community engagement for enhanced HIV care outcomes by Bridget Hawryluk, Tammie L. Nelson, IN Ross Silverman, PA Sarah Wiehe

“…Panel insights have helped guide and prioritize analyses, aided in identification of data missing from our ecosystem, helped interpret results, provided feedback on future interventions, led to a quality improvement project with the local health department, and led to a presentation at a local health equity conference. …”
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Exploration of cyberbullying and its relationship with depression and anxiety as risk behaviors in UPES, Los Mochis campus by Juan José Sánchez Verdugo

“…Lastly, we highlight the importance of ongoing research to assess the effectiveness of these interventions and refine prevention strategies.…”
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Adolescent Roles and Reactions to Online Sexual Harassment: Insights from a Croatian deSHAME Study by Tomislav Ramljak, Lucija Vejmelka, Roberta Matković

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Evaluating the impact of Age-Adjusted Charlson Comorbidity Index on in-hospital complications in patients with femoral fracture: a retrospective cohort analysis from the MIMIC-IV 2... by Ping Xu, Liping Wang

“…High-ACCI patients had significantly greater risks of developing DVT (OR = 2.151), pressure ulcers (OR = 2.168), and delirium (OR = 1.791), compared to low-ACCI patients, indicating ACCI’s effectiveness in predicting these complications.ConclusionACCI is a valuable tool for predicting the risk of in-hospital complications among femoral fracture patients, facilitating targeted interventions and improved patient management.…”
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Current limitations in technology-based cognitive assessment for severe mental illnesses: a focus on feasibility, reliability, and ecological validity by Edoardo Caporusso, Antonio Melillo, Andrea Perrottelli, Luigi Giuliani, Francesco Flavio Marzocchi, Pasquale Pezzella, Giulia Maria Giordano

“…VR could serve as a platform for both more ecologically valid cognitive assessments and rehabilitation interventions, but current barriers include technological and psychometric limitations, underdeveloped theoretical frameworks, and ethical considerations. …”
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Prevalence of detectable viral load and its associated factors among adult patients receiving ART in Choma District, Zambia. by Macwani Mutukwa, Patrick Kaonga, Christine Mfula, Musa M Mwansa, Benson M Hamooya

“…There is a need for targeted interventions, especially among young people and males to accelerate the attaining of the last 95 of the UNAIDS target; which is imperative in the prevention of HIV transmission. …”
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Protocol for the economic evaluation of metacognitive therapy for cardiac rehabilitation participants with symptoms of anxiety and/or depression by Patrick Doherty, David Reeves, Gemma E Shields, Adrian Wells, Lora Capobianco, Anthony Heagerty, Deborah Buck, Linda M Davies

“…Single imputation will be used to impute missing baseline variables. Multiple imputation will be used to impute values missing at follow-up. …”
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Hybrid Deep Learning Models for Predicting Student Academic Performance by Kuburat Oyeranti Adefemi, Murimo Bethel Mutanga, Vikash Jugoo

“…To improve the model’s performance, we address key data preprocessing challenges, including handling missing data, addressing class imbalance, and selecting relevant features. …”
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Classification of road traffic injury collision characteristics using text mining analysis: Implications for road injury prevention. by Melita J Giummarra, Ben Beck, Belinda J Gabbe

“…People with intentional injury, serious head injury, no compensation claim/missing injury event description or who died < = 12-months post-injury were excluded, resulting in a sample of 2,486. …”
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Spatial–temporal trends in forced migrant mortality, 2014–2018 by Till Bärnighausen, Stéphane Verguet, Marcia C Castro, Danielle N Poole, Bethany Hedt-Gauthier

“…This evidence may inform the design of policies and targeting of interventions to prevent forced migration-related deaths.…”
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Relationship between Anatomical and Physiological Problems with Speech Problems in Turkish-Speaking Children with Cleft Lip and Palate by Namık Yücel Birol, Özlem Ünal Logacev

“…The results of this study can be taken into consideration by speech and language therapists while conducting assessments and providing interventions for Turkish-speaking children with CLP.…”
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Ethical Considerations and Recommendations for Humanizing Immigrant Language in Health Equity Data Collection, Reporting, and Measurement by Andrea Thoumi, Olurotimi Kukoyi, Kamaria Kaalund, Yazmin Garcia Rico, Rosa M. Gonzalez-Guarda, Jay Pearson, Viviana Martinez-Bianchi

“…Collecting accurate and consistent sociodemographic data is needed to improve health measurement and public health interventions. Missing or inaccurate data hinders the adequate assessment of the state of access, quality, and coverage in the overall population and communities experiencing social marginalization. …”
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An Intelligent Diagnostic System to Analyze Early-Stage Chronic Kidney Disease for Clinical Application by N. I. Md. Ashafuddula, Bayezid Islam, Rafiqul Islam

“…This highlights its potential as a promising computer-aided diagnosis tool for doctors, enabling early interventions and improving patient outcomes.…”
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Charting a course for incorporating restoration in marine planning by Tundi Agardy, Boze Hancock, Anne Birch, Elizabeth McLeod

“…Abstract The marine management community is missing critical opportunities to incorporate restoration into coastal planning as well as formal marine spatial planning (MSP) initiatives. …”
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Oral manifestations in child patient with Ellis-van Creveld syndrome: case report by Lucas Fernando Oliveira Tomáz Ferraresso, Fabio Anevan Ubiski Fagundes, Mariella Padovese, Paola Singi, Cássia Cilene Dezan Garbelini, Farli Aparecida Carrilho Boer

“…Clinical examination revealed multiple enamel hypoplasia, absent vestibular sulcus, alveolar serrations in the maxilla anterior region, missing teeth, conical teeth, lower canine rotation, bilateral posterior crossbite, dental caries, and a nodule. …”
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XGBoost Algorithm for Cervical Cancer Risk Prediction: Multi-dimensional Feature Analysis by Sudi Suryadi, Masrizal

“…This performance profile indicates adept navigation of the delicate balance between missed diagnoses and unnecessary interventions. Feature importance analysis revealed a multifaceted risk landscape, where screening test results contributed substantial predictive power (approximately 60%), complemented by demographic and behavioral factors, including age, reproductive history, and contraceptive usage patterns. …”
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Changes in Dental Caries Risk among Middle School Students Using an ICT-Based Caries Management Program by An-Na Yeo, Yu-Min Kang, Su-Young Lee

“…Future studies should investigate the long-term sustainability of such interventions across diverse populations to further establish their effectiveness.…”
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Mindfulness-Based Stress Reduction adapted to pregnant women with psychosocial vulnerabilities - a randomized feasibility trial in a Danish hospital-based outpatient setting by Sine Skovbjerg, Michelle Kolls, Anette Kjærbye-Thygesen, Lone Overby Fjorback

“…Strategies for improving adherence and reducing the extent of missing data would be advisable in a future RCT. Overall, there is a need for more evidence-based and non-pharmacological interventions addressing prenatal mental health. …”
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Prehabilitation before pancreatic surgery in the Netherlands: insights from a nationwide survey among pancreatic surgeons by Lis S. M. Hoeijmakers, Heleen Driessens, Carlijn I. Buis, Steven W. M. Olde Damink, Joost M. Klaase, Marcel den Dulk

“…A prehabilitation program should include screening, assessment, intervention, and reassessment of multiple patient-related modifiable risk factors. …”
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Predicting suicidal behavior outcomes: an analysis of key factors and machine learning models by Mohammad Bazrafshan, Kourosh Sayehmiri

“…Identifying the specific risk factors for suicidal behavior mortality is critical for improving prevention strategies and clinical interventions. Predicting the outcomes of suicidal behaviors can help identify individuals at higher risk of death, enabling timely and targeted interventions. …”
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