Real-Time Long-Wave Infrared Semantic Segmentation With Adaptive Noise Reduction and Feature Fusion by Haejun Bae, Dong-Goo Kang, Minhye Chang, Kye Young Jeong, Byung Cheol Song

“…Code is available at <uri>https://github.com/saha3jet/pytorch&#x005C;_efficientirseg</uri>.…”
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Review of Urban Rail Transit Ticket Clearing Methods by WANG Yao, LI Jiming, GAO Shen, LIU Guangjie, XU Zhongquan

“…［Objective］With the rapid development of urban rail transit, many cities have formed rail transit line networks with multiple operating entities, and have integrated around public transportation payment methods such as "one-card" and virtual QR codes to form a larger urban transportation network. …”
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Building an Ethical Framework for European Pharmacists in e-Pharmacies by Alexandra Toma, Ofelia Crişan

“…The following key messages are intended for pharmacists and their professional associations or other competent authorities interested in this field. Pharmacists’ codes of ethics should keep pace with the development of e-pharmacies to ensure they remain relevant and effective in guiding ethical conduct and decision-making in such an environment. …”
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Needs and Opportunities for Anal Cancer Prevention in Patients Engaged With PrEP Care: Development of Conceptual Model by Christopher W. Wheldon, Cristian L. Flores, Imani Wilson-Shabazz, Caseem C. Luck, Katie Singley, Sarah B. Bass

“…We identified 29 unique codes that were nested within 3 categories: individual decision-making, healthcare utilization patterns, and healthcare system influences. …”
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Diffusion probabilistic model for Tibetan painted sketch extraction by Fubo Wang, Shengling Geng, Zeyu Jia, Mingcong Dang

“…On the HHTP dataset, our method outperforms the second-ranked method by 57.12 % in subjective evaluation and by 18.30 % in objective evaluation criteria. Code: https://github.com/HeHuangAI/DiffusionSketch .…”
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YUNet_LLMClaimReport: An Enhanced Automobile Insurance Fraud Detection and Automated Claim Report Generation Using Large Language Models by P. Anand Kumar, S. Sountharrajan

“….), without being integrated with report generation on an end-to-end basis, and without making sufficient use of unstructured information (e.g., images, claim descriptions). …”
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SegTrackDetect: A window-based framework for tiny object detection via semantic segmentation and tracking by Aleksandra Kos, Karol Majek, Dominik Belter

“…SegTrackDetect is especially well-suited for tasks such as drone or satellite-based tiny object detection. The code is available at https://github.com/deepdrivepl/SegTrackDetect.…”
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Administrative suspension of operations for violations of industrial safety: theoretical and practical issues by M. A. Buchakova, M. D. Vershilo

“…Social tension in the collective of enterprises, difficulties of recovery after forced downtime, unclear prospects for further economic activity – this is not a complete list of problems arising in connection with the administrative suspension of activity. When making a court decision, judges often appoint a fine as a penalty and rarely a penalty in the form of suspension of operations. …”
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DREAMS: A python framework for training deep learning models on EEG data with model card reporting for medical applications by Rabindra Khadka, Pedro G. Lind, Anis Yazidi, Asma Belhadi

“…The source code for DREAMS is open-source, facilitating broad adoption in healthcare AI, research, and ethical AI development.…”
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Stakeholder understanding of social prescribing in England: a qualitative study in primary care by I. Fattorini, D. Westlake, A. Turk, K. R. Mahtani, S. Tierney

“…Policymakers and commissioners could use the 5Ws Framework to guide decision-making, align health system priorities, and ensure the effective integration of SP within primary care.…”
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Tracking climate adaptation in hospitals: An inventory of structural measures by Louise Elstow, Felipe Rojas Parra, Kristen MacAskill

“…First, our analysis of the initial data highlights nascent trends, for example, experience of a previous weather event or adherence to current building codes are the two dominant motivating factors for pursuing adaptation. …”
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Applying an intersectional climate justice lens to understand climate crisis impacts on sexual and reproductive health and rights and identify local solutions: Qualitative findings... by Sally Dijkerman, Jakaria Hossain, Maria Persson, Rabeya Akter Konika, Dipika Paul

“…Objective: To understand if and how women and girls’ perceived climate vulnerability impacts their SRHR decision-making, behaviors, and outcomes in cyclone-affected communities in coastal Khulna, Bangladesh, we conducted qualitative research using an intersectional climate justice lens. …”
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P-GELU: A Novel Activation Function to Optimize Whisper for Darija Speech Translation by Maria Labied, Abdessamad Belangour, Mouad Banane

“…Furthermore, P-GELU reduces training loss, improves feature retention, and enhances linguistic adaptability, making it a more effective alternative for speech translation tasks involving phonetic variability, code-switching, and limited training data. …”
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Ultrasound for the Anesthesiologists: Present and Future by Abdullah S. Terkawi, Dimitrios Karakitsos, Mahmoud Elbarbary, Michael Blaivas, Marcel E. Durieux

“…Ultrasound is a safe, portable, relatively inexpensive, and easily accessible imaging modality, making it a useful diagnostic and monitoring tool in medicine. …”
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Content validation of the Angioedema Quality of Life Questionnaire (AE-QoL) in a population of adult and adolescent patients with hereditary angioedema (HAE) by Lynne Broderick, April Foster, Laura Tesler Waldman, KD Jacobs, Laura Bordone, Aaron Yarlas

“…All data were quality checked then coded and analyzed using inductive and deductive approaches. …”
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VERIFICATION OF THE PARSEC METHOD AND OPTIMIZATION OF NACA-4412, SG-6043 USING GENETIC ALGORITHM IN MATLAB by Raheem Alhamdawee, M. Manzoor Hussain

“…The performance of the PARSEC method in making the wing shape the same and similar to the original one is accurate. …”
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Only eye study 2 (OnES 2): ‘Am I going to be able to see when the patch comes off?’ A qualitative study of patient experiences of undergoing high-stakes only eye surgery by David P Crabb, Peter Shah, Deanna J Taylor, Lee Jones, Freda Sii, Imran Masood

“…All participants had experience of undergoing surgery on their better-seeing (ie, ‘only’) eye.Results Data were coded into three key themes relating to (1) emotional impact of surgery, (2) burden of visual loss and (3) coping with surgery. …”
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Value sets and the problem of redundancy in value set repositories. by Sigfried Gold, Harold P Lehmann, Lisa M Schilling, Wayne G Lutters

“…We believe the most direct path to giving value set developers the ability to leverage prior work is by encouraging them to compare existing value sets using advanced interfaces like VS-Hub, and by collecting and using metadata about code inclusion and exclusion decisions during the authoring process.…”
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Synthesis and characterization of a hydrogel film based on chitosan/carboxymethyl cellulose for food packaging applications by Saba Sabzevari, Hasan Farrokhzad, Ali Poorkhalil

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"I don't see a reason why we should be hidden from view": Views of a convenience sample of people living with HIV on sharing HIV status data in routinely collected health and care... by Elizabeth Ford, Katie Goddard, Michael Smith, Jaime Vera

“…When UK healthcare patient data is curated into anonymised datasets for research, HIV diagnostic codes are stripped out. As PLWH age, we must research how HIV affects conditions of ageing, but cannot do so in current NHS research datasets. …”
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