FedSW-TSAD: SWGAN-Based Federated Time Series Anomaly Detection by Xiuxian Zhang, Hongwei Zhao, Weishan Zhang, Shaohua Cao, Haoyun Sun, Baoyu Zhang

“…However, federated anomaly detection experiences issues with unstable training and poor generalization due to client heterogeneity and the limited expressiveness of single-path detection methods. …”
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Assessment of genetically modified cotton COT102 for food and feed uses, under Regulation (EC) No 1829/2003 (application EFSA‐GMO‐DE‐2017‐141) by EFSA Panel on Genetically Modified Organisms (GMO), Ewen Mullins, Jean‐Louis Bresson, Tamas Dalmay, Ian Crawford Dewhurst, Michelle M Epstein, Leslie George Firbank, Philippe Guerche, Jan Hejatko, Hanspeter Naegeli, Francisco Javier Moreno, Fabien Nogué, Nils Rostoks, Jose Juan Sánchez Serrano, Giovanni Savoini, Eve Veromann, Fabio Veronesi, Michele Ardizzone, Giacomo De Sanctis, Antonio Fernández, Andrea Gennaro, José Ángel Gómez Ruiz, Tilemachos Goumperis, Dafni Maria Kagli, Paolo Lenzi, Aleksandra Lewandowska, Ana M Camargo, Franco Maria Neri, Nikoletta Papadopoulou, Tommaso Raffaello

“…The GMO Panel does not identify safety concerns regarding the toxicity and allergenicity of the Vip3Aa19 and APH4 proteins as expressed in cotton COT102 and finds no evidence that the genetic modification would change the overall allergenicity of cotton COT102. …”
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Comparative transcriptome analysis reveals differences in immune responses to copper ions in Sepia esculenta under high-temperature conditions by Yancheng Zhao, Deyuan Chang, Yanxuan Zheng, Yuwei Zhang, Yongjie Wang, Xiaokai Bao, Guohua Sun, Yanwei Feng, Zan Li, Xiumei Liu, Jianmin Yang

“…In recent years, with the rapid development of industrialization, issues such as global warming and heavy metal pollution in the oceans have emerged, posing a serious threat to the life activities of marine organisms. …”
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An Attribute-Based End-to-End Policy-Controlled Signcryption Scheme for Secure Group Chat Communication by Feng Yu, Linghui Meng, Xianxian Li, Daicen Jiang, Weidong Zhu, Zhihua Zeng

“…By using the linear secret sharing scheme (LSSS) with strong expressive power to construct the access structure in the signcryption technology, the sender can precisely control the recipients of the group chat information to avoid message overload. …”
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Impact of the COVID-19 pandemic from the perspective of patients with cardiovascular disease in Australia: mixed-methods study by Tim Shaw, Liliana Laranjo, Clara K Chow, Jason Chiang, Allison Jauré, Ritu Trivedi, Ayesha Thaliph

“…Associated policies and access issues heightened vulnerabilities and distress, making self-management of health difficult for patients with CVD.…”
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A systematic review of machine learning and deep learning approaches in plant species detection by Deepti Barhate, Sunil Pathak, Bhupesh Kumar Singh, Amit Jain, Ashutosh Kumar Dubey

“…Many researchers have expressed their interest in developing automated plant species recognition techniques by analyzing various issues, such as expertise, complex venation structure, interclass and intraclass similarity, occluded leaves, problems with feature extraction of premature and dried leaves, etc. …”
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Challenges in sexual and reproductive healthcare access for queer people in Gauteng, South Africa by Raikane J. Seretlo, Hanlie Smuts, Mathildah M. Mokgatle

“…These themes include HCPs’ belief that queer people are afraid, while queer people perceive HCPs as having negative attitudes and acting as gatekeepers. HCPs expressed surprise and confusion regarding gender identity, healthcare disparities and familial issues, which highlighted their feelings of incompetence in providing queer-related healthcare and their engagement with queer people as a barrier. …”
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Multi-Strategy Improvement of Coal Gangue Recognition Method of YOLOv11 by Hongjing Tao, Lei Zhang, Zhipeng Sun, Xinchao Cui, Weixun Yi

“…The current methods for detecting coal gangue face several challenges, including low detection accuracy, a high probability of missed detections, and inadequate real-time performance. These issues stem from the complexities associated with diverse industrial environments and mining conditions, such as the mixing of coal gangue and insufficient illumination within coal mines. …”
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Treating the perimenopause in the UK Armed Forces: a mixed-methods review exploring the confidence of GPs by Antony Sean Willman, Kate King

“…The majority of responders expressed confidence in managing the PMP but reported lower confidence levels in prescribing HRT for younger women and initiating testosterone. …”
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In their own words: treating very young BRCA1/2 mutation-positive women with care and caution. by Lindsey M Hoskins, Allison Werner-Lin, Mark H Greene

“…A discussion of insurance issues and provider-patient cultural differences is presented.…”
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Integrating AI in medical education: a comprehensive study of medical students’ attitudes, concerns, and behavioral intentions by Shuo Duan, Chunyu Liu, Tianhua Rong, Yixin Zhao, Baoge Liu

“…Gender differences were also observed, with male students showing more enthusiasm and higher engagement with AI technologies than female students (p < 0.001). Female students expressed greater concerns regarding privacy, data security, and potential ethical issues related to AI in medical education than male students (p < 0.05). …”
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Papalığın Siyonizm Karşısındaki Tutumu ve Kutsal Topraklar Politikası/The Papal Attitude Towards Zionism and The Holy Land Policy by Mürsel Özalp

“…Henceforth, the Papacy began to raise issues such as the preservation of holy sites, free access to holy sites for all faiths, and the rights and authority of religious communities. …”
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Program for Providing Iron Tablets in Schools and Reducing the Incidence of Anemia among Adolescent Girls in Padang City by Rita Asriyanti, Azrimaidaliza Azrimaidaliza, Frima Elda, Khiky Dwinatrana

“…Background: Anemia among reproductive-age women can lead to significant nutritional issues for future generations. In Indonesia, the anemia prevalence rate among women is alarmingly high at 30.44%. …”
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Analysis of green buildings based on CODAS method and WASPAS method for circular linguistic T-Spherical fuzzy Hamy mean aggregation operators by Peide Liu, Abbas Ali, Noor Rehman

“…We test the viability of the approach by applying the suggested methods to issues pertaining to the creation of green buildings and sustainable architecture. …”
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Psychological repercussions of breast or uterine cervical cancer disclosure to women in Gabon. by Béa-Christelle Ndjengue Bengone, Jean Toniolo, Angela-Christie Filankembo Kava, Edgard Brice Ngoungou, Ernest Belembaogo, Pierre-Marie Preux

“…<h4>Background</h4>Breast and cervical cancers are major health issues globally, with particularly high burdens in sub-Saharan Africa, including Gabon. …”
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A needs assessment of hospital management and leadership training among Indian medical undergraduates by Sonam Sharma, Jugesh Chhatwal, Rachit Sharma

“…Results Nearly 75% of the students felt that time management, stress management, and patient safety issues were very important for their role as doctor. …”
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Initial outcomes in a sickle cell disease transition clinic by Katheryne Madrazo-Aguirre, Jean-Antoine Ribeil, Amy E. Sobota

“…Effective transition preparation is crucial to address these issues. We established a multidisciplinary transition clinic at our urban SCD center in the fall of 2021. …”
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Challenges of peaceful coexistence in Iraqi society from the university students ’point of view Sociological field study on students of the College of Education / Aqrah University... by Abdul Razzaq Mahmoud Ibrahim

“…    The issue of peaceful coexistence is among the most important topics that have become concerned with specialists in many human and social sciences, and it is also one of the most important issues that concern politicians, leaders of states and social elites at the global level, especially after the media openness and the development of means of communication, social communication, media and the spread of satellite channels In all parts of the world. …”
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Modern approaches to cataract surgery based on wavefront analysis by E.M. Titarenko, O.V. Shilovskikh, D.I. Ivanov, A.N. Ul’yanov

“…Even in the early stages of cataract development, when the maximum visual acuity often remains high, patients complain of a decrease in image quality (light scattering, diplopia), which is expressed in the difficulty of performing daily and professional activities. …”
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RST-YOLOv8: An Improved Chip Surface Defect Detection Model Based on YOLOv8 by Wenjie Tang, Yangjun Deng, Xu Luo

“…This integration effectively optimizes feature representation capabilities while significantly reducing the model’s parameter count. By enhancing the expressive power of deep features, we achieve a marked improvement in the identification accuracy of small defect targets. …”
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