I-AIR: intention-aware travel itinerary recommendation via multi-signal fusion and spatiotemporal constraints by Xiao Cui, Zhihua Wang, Ping Li, Qiang Xu

“…Additionally, many approaches decouple POI selection from itinerary construction and depend heavily on limited behavioral signals, failing to capture richer feedback such as ratings, dwell times, or click histories. To address these limitations, we propose an intention-aware deep learning framework that integrates diverse user signals into a unified itinerary planning model. …”
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Dual smart sensor data-based deep learning network for premature infant hypoglycemia detection by Muhammad Shafiq, J. Kavitha, Dhruva R. Rinku, N. K. Senthil Kumar, Kamal Poon, Amar Y. Jaffar, V. Saravanan

“…Based on features, the sorted-out data gets evaluated through a GRU-LSTM (Gated Recurrent Unit - Long Short-Term Memory) network to identify the state of the infant as usual and suggestive of hypoglycemia—blood glucose below 70 mg/dL, pale complexion, profuse perspiration. …”
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Transfer learning for securing electric vehicle charging infrastructure from cyber-physical attacks by Ahmad Almadhor, Shtwai Alsubai, Imen Bouazzi, Vincent Karovic, Monika Davidekova, Abdullah Al Hejaili, Gabriel Avelino Sampedro

“…The study also provides a comparison with different DL models such as Long Short-Term Memory (LSTM), Recurrent Neural Networks (RNN), Long Short-Term Memory-Recurrent Neural Networks (LSTM-RNN), and Gated Recurrent Unit (GRU). The CICEVSE2024 (EVSE-A and EVSE-B) datasets are used to assess the framework, where one dataset is used to train and store weights, and the second is used to evaluate the learned patterns using transfer learning. …”
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An Adaptive Convolutional Neural Network With Spatio-Temporal Attention and Dynamic Pathways (ACNN-STADP) for Robust EEG-Based Motor Imagery Classification by Aaqib Raza, Mohd Zuki Yusoff

“…The proposed model integrates a Dynamic Pathway Convolution Network (DPCN) for adaptive feature extraction, incorporating a Dynamic Gating Controller (DGC) and Dynamic Adaptive Spatio-Temporal (DAST) blocks to efficiently capture multi-scale spatial and temporal dependencies. …”
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Study of the clinical profile of community-acquired pneumonia: a cross-sectional study in northeast India by Annu Gupta, KG Lynrah, Monaliza Lyngdoh, Iadarilang Tiewsoh, Baphiralyn Wankhar, Debashis Priyadarshan Sahoo, Bhupen Barman, Mohammad Jamil, Gwenette Andrea War

“…Alarmingly, high resistance rates were observed for widely used antibiotics such as ceftriaxone and cefuroxime, while meropenem, amikacin, and ertapenem retained high sensitivity. …”
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Antibiotic resistance of biofilm-forming bacteria causing urinary tract infections: A systematic review by Abigail Anne Ferrer, Samson Decasa, Juliana Carlidy Elauria, Jalen Rose Esguerra, Earl Adriane Cano, Angela Nole Shayenne Coderos, Denise Alexandra Cruz, Den Marc Exala

“…Furthermore, biofilm formation rates ranged from 36.5% to 100%, with a median prevalence of 75.5%. …”
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Epidemiological, etiological, and serological characteristics of hand, foot, and mouth disease in Guizhou Province, Southwest China, from 2008 to 2023. by Fajin Li, Dan Wang, Fei Su, Suye Zhao, Jun Guo, Fumin Zhang, Xueqin Ran, Jiafu Wang, Shijun Li

“…Guizhou Province has reported higher rates of severe and fatal cases of HFMD. However, comprehensive studies on its epidemiology, etiology, and serological characteristics have remained limited in recent years.…”
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Efficacy of insecticides against wheat thrips Haplothrips tritici Kurd. in winter wheat crops by Iu. Klechkovskyi, V. Klychko, G. Khorohorina

“…To control the number of thrips, the effectiveness of the insecticide Engio 247 SC, CS at four application rates (0.05, 0.1, 0.15 and 0.2 l/ha) and Karate Zeon 050 CS, SC; Inazuma, VG; Match 050 ES, CE; Mospilan, VP; Talstar, 10% CE was studied. …”
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Epidemiologic Characteristics of Chronic Hepatitis B and Coinfections with Hepatitis C Virus or Human Immunodeficiency Virus in South Korea: A Nationwide Claims-Based Study Using t... by Hyunwoo Oh, Won Sohn, Na Ryung Choi, Hyo Young Lee, Yeonjae Kim, Seung Woo Nam, Jae Yoon Jeong

“…Patients with HBV/HCV coinfection were older and had significantly higher rates of hypertension, diabetes, dyslipidemia, and major adverse liver outcomes, including hepatocellular carcinoma and liver transplantation, compared to other groups. …”
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NDL-Net: A Hybrid Deep Learning Framework for Diagnosing Neonatal Respiratory Distress Syndrome From Chest X-Rays by Malik Muhammad Arslan, Xiaodong Yang, Nan Zhao, Lei Guan, Tao Cui, Daniyal Haider

“…The model's low false negative and false positive rates underscore its superior diagnostic capabilities. …”
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Genomic Evolution of White Spot Syndrome Virus in Shrimp: Insights from Transposon Dynamics by Zhouquan Li, Guanghua Huang, Jingyi Zhang, Mingyou Li, Zhizhi Liu, Sihua Peng, Rui Wang, Dong Liu

“…White spot syndrome virus (WSSV) has emerged as a significant threat to global shrimp aquaculture, causing economic losses because of its rapid spread and high mortality rates. This study aims to elucidate the genetic and evolutionary dynamics of WSSV through a comprehensive genome analysis. …”
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Trend analysis and epidemiological forecasting of colorectal Cancer mortality among reproductive-age women in sub-Saharan Africa by Jiefeng Zhao, Daxing Miao, Tao Yang, Jiang Chen, Xiangquan Lai

“…This study aimed to analyze CRC mortality trends, identify key driving factors, and predict future mortality patterns among women of childbearing age in SSA. Methods: We assessed CRC mortality among women of childbearing age across four SSA subregions and 46 countries, calculating age-standardized mortality rates (ASMR) and estimated annual percentage change (EAPC). …”
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Observational study on postoperative JAK inhibitor and corticosteroid therapy following non-cultured epidermal cell suspension transplantation in stable vitiligo patients by Yixuan Zhang, Yingying Xu, Wenjun Cui, Xueli Ding, Yuyang Gu, Xuejun Zhang, Min Li

“…The choice of immunomodulatory strategy may influence repigmentation patterns, especially at different anatomical sites.…”
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Assessment of Emotional Expressions after Full-Face Transplantation by Çağdaş Topçu, Hilmi Uysal, Ömer Özkan, Özlenen Özkan, Övünç Polat, Merve Bedeloğlu, Arzu Akgül, Ela Naz Döğer, Refik Sever, Nur Ebru Barçın, Kadriye Tombak, Ömer Halil Çolak

“…Motor recovery was observed following sensory recovery in all 3 patients; however, the 3 cases had different backgrounds and exhibited different degrees and rates of sensory and motor improvements after transplant. …”
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A Platform for Early Class Dropout Prediction of University Students by Guilherme Antonio Borges, Carolina Filipa Dos Santos Pedro, Julio Cesar Santos Dos Anjos, Andre Rodrigues, Fernando Boavida, Jorge Sa Silva

“…Higher education faces significant challenges, with student dropout rates remaining a critical issue. While much research has focused on course-level dropout, less attention has been given to the early identification of at-risk students within individual courses. …”
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Specialized insectivores drive differences in avian community composition between primary and secondary forest in Central Africa by Eleanor M. Barrie, Eleanor M. Barrie, Billi A. Krochuk, Billi A. Krochuk, Crinan Jarrett, Crinan Jarrett, Crinan Jarrett, Diogo F. Ferreira, Diogo F. Ferreira, Diogo F. Ferreira, Patricia F. Rodrigues, Patricia F. Rodrigues, Patricia F. Rodrigues, Patricia F. Rodrigues, Susana Lin Mufumu, Susana Lin Mufumu, Silvestre Esteban Malanza, Silvestre Esteban Malanza, Agustin Ebana Nsue Akele, Agustin Ebana Nsue Akele, Cayetano Ebana Ebana Alene, Cayetano Ebana Ebana Alene, Kristin E. Brzeski, Kristin E. Brzeski, Jacob. C. Cooper, Jacob. C. Cooper, Jacob. C. Cooper, Jared D. Wolfe, Jared D. Wolfe, Luke L. Powell, Luke L. Powell, Luke L. Powell, Luke L. Powell

“…Notably, few species disappeared entirely in secondary forest (unlike patterns seen in the Neotropics); rather, capture rates of 12 of 30 species (40%) were significantly reduced relative to primary forest. …”
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Clinical and survival differences between second primary and first primary nasopharyngeal carcinoma in a retrospective study by Xin Huang, Ying Kong, Tianyu Wu, Zhen Meng, Min Kang

“…Therapeutically, 2nd NPC patients showed significantly lower rates of curative-intent treatment (75.6% vs. 91.3%, p = 0.010), lower rates of good treatment tolerance (86.7% vs. 96.1%, p = 0.068), reduced chemotherapy utilization (73.3% vs. 89.3%, p = 0.014), and less frequent cisplatin use during concurrent chemotherapy (66.7% vs. 84.4%, p = 0.034). …”
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IMMUNOLOGICAL FEATURES OF SEPSIS PHENOTYPES AND ENDOTYPES by Mariia B. Potapova, Vitaly V. Zverev, Maxim A. Babaev, Ekaterina A. Bogdanova, Oksana O. Grin, Irina B. Semenova, Ekaterina A. Meremianina, Oxana A. Svitich

“…Despite new findings in antimicrobial and intensive care therapy, the incidence and mortality rates of sepsis remain high, which underscores the relevance of further investigation of its pathogenesis. …”
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Machine learning derived development and validation of extracellular matrix related signature for predicting prognosis in adolescents and young adults glioma by Pancheng Wu, Yi Zheng, Wei Wu, Beichen Zhang, Yichang Wang, Mingjing Zhou, Ziyi Liu, Zhao Wang, Maode Wang, Jia Wang

“…Abstract The mortality rates have been increasing for glioma in adolescents and young adults (AYAs, aged 15–39 years). …”
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Single or multiple climate oscillations? Impacts on the Northwestern Pacific seabream fishery by Sandipan Mondal, Sandipan Mondal, Arpita Ghosh, Alakesh Pradhan, Aratrika Ray, Ipsita Biswas, Jinn-Shing Weng, Ming-An Lee, Ming-An Lee, Ming-An Lee

“…Cross-spectrum analysis was utilised to identify predominant periodicities, whereas wavelet coherence analysis investigated temporal coherence and phase correlations between climate indices and catch rates.ResultsThe Pacific Decadal Oscillation (PDO) was identified as the predominant predictor for all species, with explained deviance between 24.6% and 42.3%. …”
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