PC-YOLO11s: A Lightweight and Effective Feature Extraction Method for Small Target Image Detection by Zhou Wang, Yuting Su, Feng Kang, Lijin Wang, Yaohua Lin, Qingshou Wu, Huicheng Li, Zhiling Cai

“…Experiments have shown that PC-YOLO11s exhibits excellent performance in small object detection tasks, with strong accuracy improvement and good generalization ability, which can meet the needs of small object detection in practical applications.…”
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Stigma and fear during the COVID-19 pandemic: a qualitative study on the perceptions of healthcare workers in Canada and Singapore by Christine Fahim, Christine Fahim, Chou Chuen Yu, Jeanette Cooper, Suvabna Theivendrampillai, Taehoon (Tom) Lee, Michelle Wai-Ki Lau, Christine Marquez, Bernard Tang, Mathews Mathew, Malika Sharma, Malika Sharma, Eric Wong, Eric Wong, Tracey O'Sullivan, James Alvin Low, James Alvin Low, Sharon E. Straus, Sharon E. Straus

“…HCPs in both countries experienced occupation-based stigma, including stigma related to public health practices (masking, testing); in Canada, this intersected with race-based prejudice for participants of Chinese ethnicity. …”
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An endoscopic ultrasound-based interpretable deep learning model and nomogram for distinguishing pancreatic neuroendocrine tumors from pancreatic cancer by Nan Yi, Shuangyang Mo, Yan Zhang, Qi Jiang, Yingwei Wang, Cheng Huang, Shanyu Qin, Haixing Jiang

“…Additionally, a nomogram was developed, incorporating both DL and clinical signatures, and was visually represented for practical application. Finally, the calibration curves, decision curve analysis (DCA) plots, and clinical impact curves (CIC) exhibited by the DL model and nomogram indicated high accuracy. …”
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Comparison of specialist ataxia centres with non-specialist services in terms of care access and organisation, health services resource utilisation and costs in Germany using patie... by Julie Vallortigara, Julie Greenfield, Barry Hunt, Holm Graessner, Carola Reinhard, Andreas Nadke, Bart-Jan Schuman, Deborah Hoffman, Steve Morris, Paola Giunti

“…Positive feedback about SAC services included understanding their condition (66.7 % positive feedback), giving practical advice to manage better their ataxia (66.7 % positive feedback) and offering opportunities to take part in research (79.2 % positive feedback). …”
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Quantification of Myocardial Biomarkers in Sudden Cardiac Deaths Using a Rapid Immunofluorescence Method for Simultaneous Biomarker Analysis by Matteo Antonio Sacco, Valerio Riccardo Aquila, Saverio Gualtieri, Roberto Raffaele, Maria Cristina Verrina, Lucia Tarda, Santo Gratteri, Isabella Aquila

“…While further validation is needed to confirm these findings, this approach offers a less invasive, economical, and practical method for forensic investigations.…”
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Hamstring vs Peroneus Longus Tendon Autograft in Anterior Cruciate Ligament Reconstruction: A Comparative Study by Khadri M Khalid, Adarsh Vajrangi, Eswara Reddy, Nagesh Sherikar, Rakshith Chakravarthy Harish Yellappa, Ranganatha B Kurupati

“…Conclusion: With regard to its strength, larger graft diameter, satisfactory ankle function, and prevention of potential complications of HT autograft obtained from the knee region, the current study demonstrated that PLT autograft might be considered a safe and practical autograft source for arthroscopic ACLR.…”
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Model-Based Variation-Aware Optimization for Offset Calibration and Pre-Sensing in DRAM Sense Amplifiers by Dongyeong Kim, Geon Kim, Suyeon Kim, Jewon Park, Sinwook Kim, Hyeona Seo, Chaehyuk Lim, Sowon Kim, Juwon Lee, Jeonghyeon Yun, Hyerin Lee, Jinseok Park, Yongbok Lee, Seungchan Lee, Myoungjin Lee

“…Furthermore, the model’s general form demonstrates high practicality through easy application to various BLSA types based on OC scheme types and PS operation presence. …”
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Host-Induced Gene Silencing of the <i>Aspergillus flavus O</i>-Methyl Transferase Gene Enhanced Maize Aflatoxin Resistance by Olanike Omolehin, Yenjit Raruang, Dongfang Hu, Zhu-Qiang Han, Surassawadee Promyou, Robert L. Brown, Qijian Wei, Kanniah Rajasekaran, Jeffrey W. Cary, Kan Wang, Dan Jeffers, Zhi-Yuan Chen

“…These results demonstrate that suppression of <i>omtA</i> through HIGS can enhance maize resistance to aflatoxin contamination, and this resistance can be transferred to elite backgrounds, providing a viable and practical approach to reduce aflatoxin contamination in maize.…”
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Protocol for a randomised ‘screen-and-treat’ Helicobacter pylori eradication trial in 14–18-years-old adolescents residing in three regions of Chile: effectiveness and microbiologi... by Ximena Aguilera, Camila Cabrera, Sergio George, Yalda Lucero, Beatriz Zabala Torres, Lilian Fernández, Nora Mamani, Anne Lagomarcino, Miguel O'Ryan

“…Findings will be disseminated in peer-reviewed journals and scientific meetings to guide future practices.Trial registration number NCT05926804.…”
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Protocol on establishing a prospective enhanced surveillance of vaccine preventable diseases in residential aged care facilities in Central Queensland, Australia: an observational... by Mohammad Rashidul Hashan, Robert Booy, Michael Kirk, Gulam Khandaker, Gwenda Chapman, Jacina Walker, Sonya Jayne Davidson, Jill Auriac, Nicolas Smoll, Delwar Akbar

“…CQ Public Health Unit (CQPHU) will implement the active surveillance by collecting demographic, clinical, pathological, diagnostic, therapeutic and clinical outcome data from the RACFs based on predefined selection criteria and case report forms as per routine public health practices. Descriptive statistics, univariate and multivariate regression analysis will be conducted to identify the predictors of morbidity and clinical outcomes following infection.Ethics and dissemination The study has been approved by the CQHHS Human Research Ethics Committee (HREC) (reference number HREC/2021/QCQ/74305). …”
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Study of economically valuable traits and technological properties in maize from the Zea mays L. collection of VIR by M. R. Gonikova, V. I. Khoreva, V. G. Goldshtein, L. P. Nosovskaya, L. V. Adikaeva, E. B. Khatefov

“…Accessions with a high yield of starch (k-4520, k-9301 and k-24730), germ (k-4520. k-8785 and k-24731), pulp (k-4520, k-8785, k-9991 and k-24732) and protein (k8785) were identified as well as those with a percentage of amylopectin in starch above 82% (k-24730 and k-24733) and 100% (k-5461 and k-9991), and amylose above 30% (k4520 and k-9301).Conclusion. Of practical interest in terms of the actual yield of starch (% DM in grain) are accessions k-4520, k-9301, k-24730, k-9991, k-5461 and k-4520. …”
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The Impact of Social Media for Hand Surgeons: A Prevalence and Correlation Study With Online and Academic Reputations by Sameer R. Khawaja, BS, Krishna N. Chopra, MA, Musab Gulzar, BS, Ozair R. Khawaja, HS, Shammah E. Udoudo, BS, Joseph G. Monir, MD, Michael B. Gottschalk, MD, Adrian L. Huang, MD, Nina Suh, MD, Eric R. Wagner, MD, MS

“…Methods: The American Society of Surgery of the Hand directory was queried for actively practicing orthopedic and plastic surgeons with a hand surgery fellowship. …”
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Direct targeting of risk factors significantly increases the detection of liver cirrhosis in primary care: a cross-sectional diagnostic study utilising transient elastography by Guruprasad P Aithal, Indra Neil Guha, Stephen D Ryder, Emilie A Wilkes, David J Harman, Martin W James, Matthew Jelpke, Dominic S Ottey, Timothy R Card

“…Objectives To assess the feasibility of a novel diagnostic algorithm targeting patients with risk factors for chronic liver disease in a community setting.Design Prospective cross-sectional study.Setting Two primary care practices (adult patient population 10 479) in Nottingham, UK.Participants Adult patients (aged 18 years or over) fulfilling one or more selected risk factors for developing chronic liver disease: (1) hazardous alcohol use, (2) type 2 diabetes or (3) persistently elevated alanine aminotransferase (ALT) liver function enzyme with negative serology.Interventions A serial biomarker algorithm, using a simple blood-based marker (aspartate aminotransferase:ALT ratio for hazardous alcohol users, BARD score for other risk groups) and subsequently liver stiffness measurement using transient elastography (TE).Main outcome measures Diagnosis of clinically significant liver disease (defined as liver stiffness ≥8 kPa); definitive diagnosis of liver cirrhosis.Results We identified 920 patients with the defined risk factors of whom 504 patients agreed to undergo investigation. …”
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Aerodynamic energy consumption analysis of divided evacuated tube transportation system by Ziwei Zhang, Yingxue Wang, Guanqing Wang, Feilong Li, Dengke Wang, Jianjun Luo

“…To optimise this effect, integrating the ETT system into high-speed cruise segments is a practical approach, though it may introduce vacuum potential energy losses. …”
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Effects of Dietary Inclusion of Canthaxanthin- and α-Tocopherol-Loaded Liposomes on Growth and Muscle Pigmentation of Rainbow Trout (Oncorhynchus mykiss) by Tran Quoc Toan, Viet Anh Dang, Quoc Long Pham, Phi Hung Nguyen, Thu Huong Trinh, Thuy Ha Tran, Van Thinh Do, Van Khoi Le, Xuan Luong Ngo, Tri Nhut Pham, Hai Ha Pham Thi, Manh Do Van, Duy Chinh Nguyen, Thanh Duong Nguyen

“…Dietary inclusion of canthaxanthin, a common carotenoid pigment, has been long practiced in aquaculture to give the favorable flesh color in farmed salmonids. …”
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The effect of educational intervention through sending emails on improving physical posture in female computer users of Eastern Iran: a quasi-experiment study by Zahra Hosseini, Arash Ziapour, Arash Ziapour, Seyyede Fateme Rahimi, Fatemeh Dalake, Murat Yıldırım, Murat Yıldırım

“…Training ergonomics through email is a practical and acceptable way to improve ergonomic behaviors among computer users. …”
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Evaluation of nutrient loads conveyed to the deep subalpine lakes of Northern Italy through their main tributaries by Paolo Dezuanni, Paolo Dezuanni, Diego Copetti, Claudia Dresti, Nicolò Pella, Nicolò Pella, Fabio Buzzi, Andrea Fenocchi, Andrea Fenocchi

“…Proper watershed management practices must be put into action to effectively oppose eutrophication. …”
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Comparison of prophylactic topical application of Cryptomphalus aspersa secretion versus betamethasone for telecobalt radiation-induced skin reactions in locally advanced head and... by Ramashish Kumar, Ashok Chauhan, Sovan Sarang Dhar, Nitish Kumar

“…Background: External beam radiation therapy (EBRT) with or without concurrent chemotherapy is practiced as backbone of treatment across sites and subsites of head and neck cancer (HNC) when the intent is definitive. …”
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Rapid Verbal Persuasion to increase influenza vaccine uptake: protocol for a randomized hybrid type 2 effectiveness -implementation trial by Siyuan Liu, Lan Gao, Yingying Jin, Jiangyun Chen, Dadong Wu, Yiyuan Cai, Tao Wang, Sanhao Huang, Ciling Yan, Run Wang, Dong Roman Xu

“…Multifaceted incentive-based implementation strategies, which aim to enhance motivation to promote the implementation of evidence-based practices, could be advantageous. This study protocol outlines an implementation-effectiveness hybrid type 2 design to evaluate the effectiveness of both the incentive-based implementation strategies on implementation outcomes and RVP on increasing influenza vaccination rates. …”
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Privacy-preserving approach for IoT networks using statistical learning with optimization algorithm on high-dimensional big data environment by Fatma S. Alrayes, Mohammed Maray, Asma Alshuhail, Khaled Mohamad Almustafa, Abdulbasit A. Darem, Ali M. Al-Sharafi, Shoayee Dlaim Alotaibi

“…In the period of big data, statistical learning has seen fast progressions in methodological practical and innovation applications. Privacy-preserving machine learning (ML) training in the development of aggregation permits a demander to firmly train ML techniques with the delicate data of IoT collected from IoT devices. …”
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