Attention-enhanced optimized deep ensemble network for effective facial emotion recognition by Taimoor Khan, Muhammad Yasir, Chang Choi

“…Therefore, in this study, we propose an innovative framework called an attention-based ensemble network (EA-Net) for accurate FER. …”
Get full text

Strengthening public health education and humanitarian response through academic volunteerism by Faiza Rab, Mekdes Assefa, Salim Sohani, Ilja Ormel, Farwa Arshad, Ahmad Firas Khalid

“…They provide critical support for scaling up programs, especially during emergency situations, offering innovative solutions to address human resource shortages driven by funding constraints.…”
Get full text

Assessment of choroidal vessels in healthy eyes using 3-dimensional vascular maps and a semi-automated deep learning approach by Nicola Valsecchi, Elham Sadeghi, Elli Davis, Mohammed Nasar Ibrahim, Nasiq Hasan, Sandeep Chandra Bollepalli, Sumit Randhir Singh, Luigi Fontana, Jose Alain Sahel, Kiran Kumar Vupparaboina, Jay Chhablani

“…The 3D assessment of choroidal vessels using a deep-learning approach represents an innovative, non-invasive technique for investigating choroidal vasculature, with potential applications in research and clinical practice.…”
Get full text

Predicting largest expected aftershock ground motions using automated machine learning (AutoML)-based scheme by Xiaohui Yu, Meng Wang, Chaolie Ning, Kun Ji

“…In this study, we propose an innovative approach utilizing automated machine learning (AutoML) to forecast the acceleration spectrum (Sa) at varying periods for the largest expected aftershock. …”
Get full text

Factors associated with the dental service utilization by enrollees on the Lagos State health insurance scheme, Nigeria by Olunike Rebecca Abodunrin, Ezekiel Taiwo Adebayo, Ifeoluwa E. Adewole, Mobolaji Timothy Olagunju, Chibueze Ekeh, Ibitoye Oluwabunmi Samuel, Emmanuella Zamba, Titilola Gbaja-Biamila, Folahanmi Tomiwa Akinsolu, George Uchenna Eleje, Maha El Tantawi, Oliver Chukwujekwu Ezechi, Morẹ́nikẹ́ Oluwátóyìn Foláyan

“…Conclusion Respondents with oral health problems had higher odds of using the oral health insurance scheme. Innovative approaches are needed to drive the utilization of free dental service packages on health insurance schemes in Lagos State, especially for preventive care.…”
Get full text

Development of a diagnostic multivariable prediction model of a positive SARS-CoV-2 RT-PCR result in healthcare workers with suspected SARS-CoV-2 infection in hospital settings. by Sandra Liliana Valderrama-Beltrán, Juliana Cuervo-Rojas, Martín Rondón, Juan Sebastián Montealegre-Diaz, Juan David Vera, Samuel Martinez-Vernaza, Alejandra Bonilla, Camilo Molineros, Viviana Fierro, Atilio Moreno, Leidy Villalobos, Beatriz Ariza, Carlos Álvarez-Moreno

“…<h4>Conclusions</h4>We present an innovative diagnostic prediction model that as a special feature includes a variable that represents SARS-CoV-2 epidemiological situation. …”
Get full text

Enhancing laboratory education through collaborative online international learning: A case study between USA and UK students by Matthew Allan Jones, Pika Miklavc, MaryAnne Stewart

“…Collaborative Online International Learning (COIL) has emerged in recent years as an effective and viable alternative to increase the international opportunities within taught curricula. Through recent innovations in online collaboration tools, and elevated demand for international opportunities, there has been a recent increase in the development of COIL opportunities globally across a range of health aligned disciplines. …”
Get full text

Bibliometric analysis of glycolysis and prostate cancer research from 2004 to 2024 by Congxu Zhu, Jingjing Yang, Lumei Liu, Bonan Li, Tiansong Sun, Wen Sheng, Qinghu He

“…It highlights the current state of knowledge in this field, identifies key research hotspots, and explores emerging frontiers, particularly nanotechnology, lncRNA, and miRNA, which are driving innovative research directions.…”
Get full text

Quality of Pancreatic Neuroendocrine Tumor Videos Available on TikTok and Bilibili: Content Analysis by Zheyu Niu, Yijie Hao, Faji Yang, Qirong Jiang, Yupeng Jiang, Shizhe Zhang, Xie Song, Hong Chang, Xu Zhou, Huaqiang Zhu, Hengjun Gao, Jun Lu

“… Abstract BackgroundDisseminating disease knowledge through concise videos on various platforms is an innovative and efficient approach. However, it remains uncertain whether pancreatic neuroendocrine tumor (pNET)-related videos available on current short video platforms can effectively convey accurate and impactful information to the general public. …”
Get full text

Perspectives on which health settings geriatricians should staff: a qualitative study of patients, care providers and health administrators by Eric Kai-Chung Wong, Andrea C. Tricco, Wanrudee Isaranuwatchai, David M. J. Naimark, Sharon E. Straus, Joanna E. M. Sale

“…Facilitators to implementing a geriatrician-led CGA included (i) a multidisciplinary team, (ii) better integration with primary care, (iii) a good electronic patient record system, and (iv) innovative ways to identify patients most in need of a CGA. …”
Get full text

Circular economy and inclusion as effective tools to prevent ecological threats in rural areas during military operations by V.G. Shcherbak, Y.I. Danko, S. Tereshchenko, O. Nifatova, N. Dehtiar, O. Stepanova, V. Yatsenko

“…Research highlights innovations and inclusive practices enhance biodiversity by 25 percent and boost agricultural productivity by 20 percent. …”
Get full text

Development of volleyball skills in physical education lessons using visual imagery in 10-11-year-old schoolchildren by Iryna Krivyca, Olena Nesen, Yevheniia Strelnykova, Krzysztof Wnorowski

“…However, there is a need for innovative and effective teaching methods that can enhance the learning experience and skill acquisition process for young learners. …”
Get full text

Medical students’ attitudes toward AI in education: perception, effectiveness, and its credibility by Abdul Sami, Fateema Tanveer, Khadeejah Sajwani, Nafeesa Kiran, Muhammad Ahsan Javed, Dilber Uzun Ozsahin, Khalid Muhammad, Yasir Waheed

“…Abstract Background The rapid advancement of artificial intelligence (AI) has revolutionized both medical education and healthcare by delivering innovative tools that enhance learning and improve overall outcomes. …”
Get full text

AHP Approach To Developing a New Natural Toothpaste Product by Dikky Indrawan, Stevia Septiani, Galih Saputra Arista, Asep Rakhmat, Yessie W Sari, Nur A Nuzulia, Wulan T Wahyuni, Irmanida Batubara, Y. Aris Purwanto

“…The study also aimed to design a strategy for innovative toothpaste commercialization based on nanohydroxyapatite (nanoHAP) and Curcuma aeruginosa. …”
Get full text

Factors influencing utilization of municipal solid waste compost among urban farmers in western Uganda by Juliet Kiiza Kabasiita, Geoffrey Maxwell Malinga, Julius C. W. Odongo, Emmanuel Opolot

“…Conclusions The findings call for government investment in policies aimed at increasing the level of utilization of the MSW compost by improving accessibility to soil conditioners, creating opportunities for maximizing household incomes, farmer-to-farmer experience sharing, dissemination of information through extension programmes and other innovative communication approaches, operationalization of farmers’ groups and introduction of subsidy schemes on the price of compost through operational tax waivers in urban areas of Uganda. …”
Get full text

Recent Progress in Polyolefin Plastic: Polyethylene and Polypropylene Transformation and Depolymerization Techniques by Acácio Silva de Souza, Patricia Garcia Ferreira, Iva Souza de Jesus, Rafael Portugal Rizzo Franco de Oliveira, Alcione Silva de Carvalho, Debora Omena Futuro, Vitor Francisco Ferreira

“…Given that mechanical recycling only addresses a fraction of macroplastics, innovative approaches are needed to improve this process. …”
Get full text

Dual disease co-expression analysis reveals potential roles of estrogen-related genes in postmenopausal osteoporosis and Parkinson’s disease by Dongdong Yu, Dongdong Yu, Jian Kang, Chengguo Ju, Qingyan Wang, Ye Qiao, Ye Qiao, Long Qiao, Long Qiao, Dongxiang Yang

“…Ultimately, the expression trends of the identified hub genes were confirmed through qRT-PCR validation.ConclusionsThis study is anticipated to offer innovative approaches for identifying potential biomarkers and important therapeutic targets for both PMO and PD.…”
Get full text

Proton therapy versus conventional radiotherapy for the treatment of cavernous sinus benign meningioma, a randomized controlled phase III study protocol (COG-PROTON-01) by Paul Lesueur, Benedicte Clarisse, Justine Lequesne, Idlir Licaj, Loic Feuvret, Dinu Stefan, Damien Ricard, Georges Noel, Jacques Balosso, Marie Lange, Aurelie Capel, Isabelle Durand-Zaleski, Marie Castera, Berenice Legrand, Nicolas Goliot, Camille Hedou, Jean Michel Grellard, Samuel Valable

“…Abstract Background Proton therapy (PRT) is an innovative radiotherapeutic modality for the treatment of cancer with unique ballistic properties. …”
Get full text

Protocol paper: randomized controlled trial of the smart online-to-offline model development for chronic diseases management through digital health in real world setting by Jae Eun Shin, Juho Choi, Heejung Lee, Suk-Won Lee, Juhwan Oh

“…Abstract Background Chronic diseases such as diabetes and hypertension pose significant health and economic challenges globally, and South Korea is no exception. Innovative digital health services have the potential to revolutionize chronic disease management by providing patients with real-time, personalized care and empowering them to take an active role in their health. …”
Get full text

Disruption of zinc homeostasis reverses tigecycline resistance in Klebsiella pneumoniae by Jinyu Wang, Jinyu Wang, Cuiping Xia, Cuiping Xia, Zhaoxin Xia, Zhaoxin Xia, Jilu Shen, Jilu Shen

“…Additionally, the disruption of zinc homeostasis significantly inhibited the cell wall synthesis pathway in K. pneumoniae, potentially restricting the efflux pump mechanism that predominantly drives tigecycline resistance.DiscussionThe findings of this study pave the way for innovative strategies and approaches in the clinical development of novel antimicrobial agents. …”
Get full text