DRCO: Dense-Label Refinement and Cross Optimization for Semi-Supervised Object Detection by Yunlong Qin, Yanjun Li, Feifan Ji, Yan Liu, Yu Wang, Ji Xiang

“…In semi-supervised object detection (SSOD), the methods based on dense pseudo-labeling bypass complex post-processing while maintaining competitive performance compared to the methods based on sparse pseudo-labeling. …”
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The extremely halotolerant black yeast Hortaea werneckii - a model for intraspecific hybridization in clonal fungi by Polona Zalar, Jerneja Zupančič, Cene Gostinčar, Janja Zajc, G. Sybren de Hoog, Filomena De Leo, Armando Azua-Bustos, Nina Gunde-Cimerman

“…The morphological and physiological plasticity/ versatility of H. werneckii indicate that a species complex might be involved. This was investigated in this polyphasic taxonomic analysis based on the global diversity of H. werneckii strains collected from hypersaline environments, and from humans and animals. …”
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Barriers to healthcare professionals screening, recognizing, and managing delirium in the adult patients receiving specialist palliative care: a mixed-methods systematic review by Fang Qian, Danyang Yao, Huanhuan Shi, Tao-Hsin Tung, Dongjun Bi

“…Conclusion The systematic review uncovered a complex interplay of barriers spanning individual, operational, organizational, and contextual levels in palliative settings. …”
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Auditory attention decoding based on neural-network for binaural beamforming applications by Roy Gueta, Elana Zion-Golumbic, Jacob Goldberger, Sharon Gannot

“…Individuals have the remarkable ability to differentiate between speakers and focus on a particular speaker, even amidst complex acoustic environments with multiple speakers, background noise and reverberations. …”
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Examining the Outcomes of Hybrid Coronary Revascularization in Acute STEMI Patients from 2015 to 2022 by Mozhgan Bahramian, Seyed Ali Moezi bady, Maryam Bahramian, Ahmad Amouzeshi

“…Staged hybrid coronary revascularization (HCR), which combines percutaneous coronary intervention with delayed CABG, offers a novel approach for patients with complex coronary artery disease, potentially improving survival and reducing complications. …”
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Impact of Sea Surface Temperature on City Temperature near Warm and Cold Ocean Currents in Summer Season for Northern Hemisphere by Muhammad Farhan Ul Moazzam, Byung Gul Lee, Sanghyun Kim

“…Overall, this research highlights the complex interplay between SST and urban temperatures, demonstrating how ocean currents and urbanization can influence temperature trends differently in cities at similar latitudes.…”
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Potential Modulatory Role of Phoenixin-14 in Epithelial–Mesenchymal Transition of Endometriotic 12Z Cells by Karolina Iwona Kulinska, Magdalena Wierzbicka, Anna Dera-Szymanowska, Krzysztof Szymanowski, Mirosław Andrusiewicz, Maria Wołuń-Cholewa

“…Our findings suggest a complex interplay between PNX-14, EMT markers, and cell viability in ectopic epithelial cells. …”
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Enhanced prediction of energy dissipation rate in hydrofoil-crested stepped spillways using novel advanced hybrid machine learning models by Ehsan Afaridegan, Nosratollah Amanian

“…Notably, two novel models—TabNet-MFO and SVR-IWOA—are introduced for the first time, providing dynamic hyperparameter optimization to enhance prediction accuracy in complex hydraulic conditions. To develop the models, a dataset comprising 462 laboratory data points from HCSS experiments was used, with 75 % allocated for the training stage and 25 % for the testing stage. …”
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Predictive model for determining the indications for automated 3D ultrasound for screening patients at low risk of developing breast tumors by A. E. Garanina, A. V. Kholin

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A Wearable System for Experimental Knee Pain During Real-World Locomotion: Habituation and Motor Adaptation by Jesse M. Charlton, Liam H. Foulger, Calvin Kuo, Jean-Sebastien Blouin

“…These results show the system induces localized pain perceptions and motor adaptations in complex movements (walking) while providing guidelines to structure future experimental pain studies.…”
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Gaps in cancer care in a multi-ethnic population in Sarawak, Borneo: A central referral centre study. by Melissa Siaw Han Lim, Pei Jye Voon, Adibah Ali, Fitri Suraya Mohamad, Lin Lin Jong, Lee Ping Chew, Mohamad Adam Bujang, Yolanda Augustin, Yuong Kang Cheng

“…Many patients face financial toxicity following a cancer diagnosis, particularly when diagnosed with advanced cancer requiring complex multi-modality treatment.<h4>Conclusion</h4>Cancer patients in Sarawak have various unmet information needs. …”
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The sporophytic type of fertility restoration in the A3 CMS-inducing cytoplasm of sorghum and its modification by plant water availability conditions by L. A. Elkonin, V. V. Kozhemyakin, M. I. Tsvetova

“…The A3 type of CMS in sorghum is one of the most difficult to restore fertility because of the low frequency of fertilityrestoring genes among sorghum accessions, the complex mechanism of fertility restoration that occurs with the complementary interaction of two gametophytic genes Rf3 and Rf4, and the sensitivity of their expression to air and soil drought. …”
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Russian Higher School: Forced Distance Learning and Planned Switch to Distance Learning During Pandemic (Experience of Sociological Analysis) by I. A. Aleshkovski, A. T. Gasparishvili, O. V. Krukhmaleva, N. P. Narbut, N. E. Savina

“…Also, possible forms are considered that  combine distance and full-time education, and recommendations are proposed on how to change the tone in perceiving inevitable informational and communication transformations on the part of teachers.This research was performed according to the Development program of the  Interdisciplinary Scientific and Educational School of Lomonosov Moscow  State University «Mathematical methods of complex systems analysis».…”
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Assessment of older persons with multimorbidity in Norwegian primary care: a qualitative study of healthcare professionals’ experiences and preferences in fostering continuity of c... by Turid Rimereit Aarønes, Kristin Taraldsen, Linda Aimée Hartford Kvæl

“…Conclusions In this qualitative study, healthcare professionals emphasised that assessment is a complex, continuous process due to the fluctuating health of individuals with multimorbidity. …”
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FedBFGCN: A Graph Federated Learning Framework Based on Balanced Channel Attention and Cross-Layer Feature Fusion Convolution by Hefei Wang, Ruichun Gu, Jingyu Wang, Xiaolin Zhang, Hui Wei

“…Due to its ability to effectively handle complex and heterogeneous graph data while protecting user privacy, GFL has shown great potential in processing various types of graph structures and has been proven effective in a wide range of applications. …”
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3D modelling and simulation of thermal effects and dispersion of particles carrying infectious respiratory agents in a railway transport coach by Patrick Armand, Jérémie Tâche

“…Beyond its application to a commuter train, our work confirms the value of validated CFD tools for describing the airflow and dispersion of particles in complex spaces that do not always allow experimentation. …”
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Integrating ecological and recreational functions to optimize ecological security pattern in Fuzhou City by Junting Bai, Rui Sun, Yifan Liu, Jie Chen, Xiaohe Li

“…A multifunctional and complex ESP was constructed, characterized by “one core, five districts, six corridors, and seven wedges”, and a tailored ecological and recreational planning and development strategy for Fuzhou City was proposed. …”
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Successful ventilation through a Rüsch intubation guide catheter in severe laryngotracheal stenosis by Victoria Van Regemorter, Arnaud Potié, Sandra Schmitz, Jean-Louis Scholtes, Laurent Veevaete, Michel Van Boven

“…Abstract Background Providing adequate ventilation may remain complex in patients with severe proximal laryngotracheal stenosis, especially when the airway is shared with the surgeon during tracheal resection surgery. …”
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Classification of Nanomaterial Drug Delivery Systems for Inflammatory Bowel Disease by Wang H, Zhou F, Shen M, Ma R, Yu Q

“…Haichen Wang,1,&ast; Feifei Zhou,2,&ast; Mengdan Shen,1 Ronglin Ma,1 Qiang Yu1 1Department of Gastroenterology, The Affiliated Suzhou Hospital of Nanjing Medical University, Suzhou Municipal Hospital, Gusu School, Nanjing Medical University, Suzhou, Jiangsu, 215002, People’s Republic of China; 2Department of Gastroenterology, Suzhou City Wuzhong District Chengnan Street Community Health Service Center, Suzhou, Jiangsu, 215002, People’s Republic of China&ast;These authors contributed equally to this workCorrespondence: Qiang Yu; Ronglin Ma, Email yuqiang0102sz@163.com; maronglin573@163.comAbstract: Inflammatory bowel disease (IBD), including Crohn’s disease and ulcerative colitis, primarily arises from defects in the colonic barrier, imbalances of the gut microbiota, and immune response issues. These complex causes make it difficult to achieve a complete cure. …”
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Regional hippocampal thinning and gyrification abnormalities and associated cognition in children with prenatal alcohol exposure by Blake A. Gimbel, Jeffrey R. Wozniak, Bryon A. Mueller, Kent A. Tuominen, Abigail M. Ernst, Mary E. Anthony, Erik de Water, the CIFASD, Donovan J. Roediger

“…T1-weighted anatomical data were processed with the Hippunfold pipeline, which “unfolds” the complex hippocampal structure onto a template surface and provides measures of thickness and gyrification/curvature at each vertex. …”
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