Identification of biomarkers and target drugs for melanoma: a topological and deep learning approach by Xiwei Cui, Xiwei Cui, Jipeng Song, Qingfeng Li, Jieyi Ren

“…Key driver genes were validated through topological centrality metrics. Additionally, deep learning models were implemented to predict drug-target interactions, leveraging molecular features derived from network analyses.ResultsSignificant topological divergences emerged between nevi and melanoma networks, with dominant functional modules transitioning from cell cycle regulation in benign lesions to DNA repair and cell migration pathways in malignant tumors. …”
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Carbon emission accounting for peak-shaving LNG plant and suggestions on emission reduction countermeasures by Hengjin HU, Dongming ZHANG, Xingxing GAO, Dawei WANG

“…Conclusion According to the carbon emission composition and intensity characteristics of this plant, suggestions for carbon emission reduction countermeasures are proposed from four aspects: (1) employing cold energy power generation technologies and purchasing green electricity as complementary sources; (2) implementing energy conservation transformations through energy conservation and emission reduction measures; (3) optimizing seal gas sources for the flare system, and utilizing Boil-off Gas (BOG) as an additional gas source for the fuel gas system; (4) deploying carbon capture and recycling facilities. …”
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From illiteracy to the University: The Institutional development of Albanian education in Kosovo 1945-1990 by Avni Rexha

“…Since the Empire was organized in theocratic bases the education system was implemented in Ottoman, Greek and Latin language, consequently in meyteps, mosques, and churches. …”
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Evaluating the Effectiveness and Scalability of the World Health Organization MyopiaEd Digital Intervention: Mixed Methods Study by Yeonsu Lee, Stuart Keel, Sangchul Yoon

“…South Korea, with its high rates of myopia and smartphone use, presented a suitable context for implementing and evaluating the MyopiaEd program. …”
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Air Pollution Levels Related to Peak Expiratory Flow Rates among Adult Asthmatics in Lampang, Thailand by Wanwisa Chujit, Phongtape Wiwatanadate, Athavudh Deesomchok, Khajornsak Sopajaree, Kamal Eldeirawi, Ying I. Tsai

“…Our results indicate that the delayed—and, in some cases, negative—effects of these pollutants on PEFRs must be considered in health forecasting and that preventative measures should be implemented to control certain emissions at the source.…”
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Precipitation, temperature, and child undernutrition: evidence from the Mali demographic and health surveys 2012–2013 and 2018 by Yusuke Kamiya, Takaaki Kishida, Mariam Tanou

“…To address this escalating threat, it is crucial to implement effective and timely measures to mitigate the impacts of climate change and improve children’s nutrition.…”
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Personal, environmental and behavioral predictors associated with online fraud victimization among adults. by Vimala Balakrishnan, Umayma Ahhmed, Faris Basheer

“…Policymakers can leverage this knowledge to implement regulations that reduce deceptive practices online, promote digital literacy programs, and mandate clearer consumer protections to mitigate the impact of social manipulation and overconfidence on fraud victimization.…”
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Cryptocurrencies as a subject of financial fraud by Małgorzata Kutera

“…Some of them relate to the need to develop and implement modern computer applications, allowing for the detection of a wider range of emerging abuses.…”
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A novel dual embedding few-shot learning approach for classifying bone loss using orthopantomogram radiographic notes by Pradeep Kumar Yadalam, Amit Rajabhau Pawar, Prabhu Manickam Natarajan, Carlos M. Ardila

“…Key techniques such as batch normalization and dropout layers were implemented to improve learning stability and reduce overfitting. …”
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Towards a sustainable rare disease and orphan drug ecosystem in Saudi Arabia: policy insights from a multi-stakeholder workshop by Ghada Mohammed Abozaid, Ghada Mohammed Abozaid, Hussain Abdulrahman Al-Omar, Abdulaziz Alrabiah, Asma AlMuaither, Amy Jayne McKnight

“…These challenges significantly impact patient access to ODs, imposing additional burdens on patients, families, healthcare systems, and society.DiscussionThe recommended strategies to enhance RD and OD accessibility include multifaceted approaches, such as increasing medical education and awareness, accrediting and investing in expanding the number of centers of excellence for RD diagnosis and management, streamlining regulatory processes for OD approval and importation, fostering international collaborations for knowledge exchange and capacity building, and implementing national policies to improve the affordability and reimbursement of ODs. …”
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Metamaterial-Enhanced MIMO Antenna for Multi-Operator ORAN Indoor Base Stations in 5G Sub-6 GHz Band by Asad Ali Khan, Zhenyong Wang, Dezhi Li, Atef Aburas, Ali Ahmed, Abdulraheem Aburas

“…ORAN is an open-source interoperable framework for radio access networks (RANs), while SDR refers to a radio communication system where functions are implemented via software on a programmable platform. …”
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Causal machine learning models for predicting low birth weight in midwife-led continuity care intervention in North Shoa Zone, Ethiopia by Wudneh Ketema Moges, Awoke Seyoum Tegegne, Aweke A. Mitku, Esubalew Tesfahun, Solomon Hailemeskel

“…In this study, CML was implemented to predict LBW. Data preprocessing, including data cleaning, was conducted. …”
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Exploring strategies to connect formerly incarcerated individuals with community pharmacist-administered injectable naltrexone services by Jason S. Chladek, Jason S. Chladek, Michelle A. Chui, Michelle A. Chui

“…Participants also identified potential challenges with the educational strategy, including inappropriate use of injectable naltrexone, time to implement educational sessions, and facilitating in-person meetings.DiscussionThe findings provide a first step toward better leveraging community pharmacist-administered injectable naltrexone for formerly incarcerated individuals.…”
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Students as co-designers in health professional education: a scoping review by Élodie Ambrosetti, Cyrille Gaudin, Simon Flandin, Germain Poizat

“…Many studies emphasize student contributions but do not provide detailed methodological guidance on how co-design is structured, implemented, or assessed. Additionally, findings indicate that most studies focus on undergraduate education, with postgraduate applications remaining underexplored. …”
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Exploring the possibilities of MADDPG for UAV swarm control by simulating in Pac-Man environment by Artem Novikov, Sergiy Yakovlev, Ivan Gushchin

“…Future research should focus on comparing the effectiveness of MADDPG-trained models with multi-agent algorithms, such as Expectimax, Alpha-Beta Pruning, and Monte Carlo Tree Search (MCTS), to further understand the advantages and limitations of learning-based approaches compared with traditional decision-making methods in collaborative and adversarial UAV operations. Additionally, the exploration of 3D implementations, integrating maze height decomposition and flight restrictions, as well as incorporating cybersecurity considerations and real-world threats like anti-drone systems and electronic warfare, will enhance the robustness and applicability of these methods in realistic UAV scenarios.…”
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Compost’ leachate recycling through land treatment and application of natural Zeolite by Negar Nourmahnad, Zohreh Nazem, Sayyed Mohammad Javad Mirzaei, Payam Najafi, Sayyed-Hassan Tabatabaei, Shapoor Hajrasoliha, Majid Afyuni, Habiballah Beigi Harchegani, Esmaeel Landi, Leila Akasheh, Mohammad Zamanian, Mehdi Barani, Houssin Amini

“…Land treatment was considered as the main strategy; however, some pounding and column experiment was implemented as well. Wastewater chemical and biological indexes were analyzed. …”
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Effectiveness of person-centered intervention on obstetric violence during facility-based childbirth among women who delivered in public hospitals in Southwest Ethiopia by Ayanos Taye, Tefera Belachew

“…Women in the intervention group had an OV score that was, on average, 23 points lower (β = −23.42; 95% CI: −25.40, −21.44) than those in the control group. Additionally, women in the intervention group who had frequent contact with healthcare providers experienced, on average, a seven-point lower OV score (β = −7.47; 95% CI: −4.055, 18.37) than those in the control group.ConclusionThis study revealed that implementing person-centered interventions through respectful maternity care workshops, maternity open days, and maternal certificates of recognition significantly decreases the incidence of OV and ultimately promotes respectful maternal care, improving maternal healthcare services.…”
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Gynecological Malignancies in Albania: The Challenges of Cancer Care in a Low Resource Country by Kleida Mati, Carmelo Pozzo, Elona Cekani, Kleva Qeraj, Jona Prifti, Olti Pecini, Arlinda Elmasllari, Fatilba Skoku, Cesare Romagnolo

“…Government reports were used to supplement the data obtained from the International Agency for Research on Cancer and provide additional insights into the challenges and limitations of cancer data collection in Albania. …”
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Genome-wide association analysis revealed novel candidate genes for body measurement traits in indigenous Gudali and crossbred Simgud in Cameroon by Youchahou Poutougnigni Matenchi, Evren Koban Bastanlar, Matthew Hegarty

“…The absence of systematic pedigree recording and performance monitoring represent a major obstacle to implementing informed breeding strategies aimed at improving their production. …”
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Healthcare workers’ knowledge, attitude and practices on infection prevention and control in the context of the COVID-19 pandemic at the Faranah regional hospital and associated he... by Lena Landsmann, Anna Borodova, Carlos Rocha, Aziz Amadou Diallo, Kamis Mamadou Diallo, Matthias Borchert, Mardjan Arvand, Mamadou Diallo, Rebekah R. Wood, Sophie A. Müller

“…The healthcare workers felt closer proximity to SARS-CoV-2 overtime in addition to higher stress levels in all study sites. …”
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