Parameter-Efficient Vehicle Trajectory Prediction Based on Attention-Enhanced Liquid Structural Neural Model by Ruochen Wang, Yue Chen, Renkai Ding, Qing Ye

“…Due to advances in sensor techniques and deep learning, autonomous vehicular technologies have become more reliable and practical. …”
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Exploring medicine classification and accessibility: a qualitative study by Awangku Khairi Wazien Pengiran Umar, Hui Poh Goh, Zaidah Rizidah Murang, Andi Hermansyah, Inayat Ur Rehman, Khang Wen Goh, Kwan Foong Chee, Long Chiau Ming

“…This study aimed to explore deep into the perspectives of pharmacists regarding the medicine dispensing systems in Brunei Darussalam, medicine accessibility, the classification and regulation of medicines, and the growing role of pharmacists.Methods Using a narrative qualitative approach, we conducted in-depth one-on-one interviews with six pharmacists, delving into their personal experiences with topics such as medicine classification and the broader systems for medication provision. …”
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A Comparative Study Evaluated the Performance of Two-class Classification Algorithms in Machine Learning by Shilan Abdullah Hassan, Maha Sabah Saeed

“…A comparative study evaluated the performance of five well-known two-class classification algorithms: two-class boosted decision trees, two-class decision forests, two-class locally deep SVMs, two-class neural networks, and two-class logistic regression. …”
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Therapeutic Approaches to Tackle the Challenge of Depression That Is Resistant to Treatment–A Narrative Review by Md. Rajdoula Rafe, Abdul Waris, Pranoy Saha

“…Nonpharmacological interventions, including brain stimulation such as theta burst stimulation, deep brain stimulation, electroconvulsive therapy, repetitive transcranial magnetic stimulation, intermittent transcranial magnetic stimulation, and magnetic seizure therapy, as well as psychotherapeutic approaches, are being explored for the management of TRD in both present and future contexts. …”
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Thermal Variability in the Martian Upper Atmosphere within the Crustal Magnetic Field Region Induced by Gravity Wave Dissipation Due to Ion-drag Effect by Xing Wang, Xiaojun Xu, Jun Cui, Siqi Yi, Hao Gu, Zilu Zhou, Hengyan Man, Lei Luo, Peishan He, Pu Yang

“…Mars Atmosphere and Volatile Evolution detected a significant temperature increase of approximately 20–40 K in the upper atmosphere within the strong crustal magnetic field (CF) region during two deep dip campaigns. Previous studies were unable to fully explain this thermal variation. …”
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Glucose Fluctuation Inhibits Nrf2 Signaling Pathway in Hippocampal Tissues and Exacerbates Cognitive Impairment in Streptozotocin-Induced Diabetic Rats by Haiyan Chi, Yujing Sun, Peng Lin, Junyu Zhou, Jinbiao Zhang, Yachao Yang, Yun Qiao, Deshan Liu

“…This research investigated whether glucose fluctuation (GF) can exacerbate cognitive impairment in streptozotocin-induced diabetic rats and explored the related mechanism. Methods. After 4 weeks of feeding with diets containing high fats plus sugar, the rat model of diabetes mellitus (DM) was established by intraperitoneal injection of streptozotocin (STZ). …”
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Revolutionizing Education: Harnessing Graph Machine Learning for Enhanced Problem-Solving in Environmental Science and Pollution Technology by R. Krishna Kumari

“…This article does not merely scratch the surface of GML’s applications but dives deep into its tangible implementations, unraveling its potential to revolutionize environmental science and pollution technology. …”
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Multimodal heterogeneous graph fusion for automated obstructive sleep apnea-hypopnea syndrome diagnosis by Haoyu Wang, Xihe Qiu, Bin Li, Xiaoyu Tan, Jingjing Huang

“…It demonstrated superior diagnostic performance compared to conventional machine learning models and existing deep learning approaches, effectively integrating domain knowledge with data-driven learning to produce explainable representations and robust generalization capabilities, which can potentially be utilized for clinical use. …”
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Association of Fibrinogen Aα Thr312Ala (rs6050) Polymorphism with Venous Thrombosis and Chronic Thromboembolic Pulmonary Hypertension: A Meta-Analysis by Han Cheng MM, Haozhe Yang BM, Yantong Zhang BM, Zhanxu Wei MM, Lei Xia BM, Jing Yang PhD

“…Background Venous thromboembolism (VTE) comprises deep vein thrombosis (DVT) and pulmonary embolism (PE). …”
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A Brain-Computer Interface for Teleoperation of a Semiautonomous Mobile Robotic Assistive System Using SLAM by Vidya Nandikolla, Bryan Ghoslin, Kevin Matsuno, Daniel A. Medina Portilla

“…The robot arm calculates and deploys the necessary joint movement to pick up or drop off a desired object selected by the user via a brainwave controlled cursor on a camera feed. Validation, testing, and implementation of the subsystems were conducted using Gazebo. …”
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Machine-Vision-Based Intelligent Manufacturing by Fine-Grained Point Cloud Identification by Yinhai Li, Fei Wang, Yang Jiang

“…Given the leaned flexibility of traditional manufacturability analysis methods based on cognitive notoriety and empire foundation, the reality that existing manufacturability analysis methods based on full scientific support cannot give a specific purpose for capability manufacturability. A deep cognition support framework grants the manufacturability analysis example. …”
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Understanding Indigenous knowledge of conservation and stewardship before implementing co-production with Western methodologies in resource management by Stafford Maracle, Jennifer Maracle, Stephen Lougheed

“…Researchers often tout the co-production of knowledge with Indigenous collaborators using frameworks like the Kaswentha (Two Row Wampum—Haudenosau­nee) and the Etuaptmumk (Two Eyed Seeing—Mi’kmaw) without first seek­ing to understand the foundations of Indigenous knowledge itself, and its deep roots in environmen­tal sustainability. …”
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LAND SUITABILITY ASSESSMENT FOR SOYBEAN (GLYCINE MAX) IN BARDAGHAT MUNICIPALITY USING GIS TECHNIQUES by Birendra Tiwar, Amrit Dumre, Mahesh Jaishi

“…The research seeks to advance sustainable agriculture by guiding land planning and empowering local small- scale farmers through optimized soybean cultivation, ultimately bolstering agricultural productivity in Bardaghat Municipality and fostering regional sustainability.…”
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Characterization of the Process of Attention to Hypertensive People in a Cerro Municipality Polyclinic by Marilyn Hernández Sánchez, Addys Díaz Piñera, Armando Rodríguez Salvá, Mayté Más Gómez, Hortensia Cueto Lamar

“…The most frequent comorbidities were: diabetes mellitus (22.8 %), hypercholesterolemia (17.6 %) and obesity (15.4 %). 68.8 % of these people did not feel the need for care in the last year and only 29.4 % were seen in a follow-up consultation. 30.0 % of patients had not had their blood pressure measured for more than a year, 99.1 % had indicated treatment, 50.9 % were controlled and 59.5 % adhered to treatment. …”
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Electrogenic amino acid transport in the intestine of sea bream (Sparus aurata): From functional characterization to physiological effects of Lysophospholipids in aquafeeds by Rocio Robles-Arozarena, Juan Antonio Martos-Sitcha, Laura Bermúdez, Waldo Nuez-Ortín, Juan Fuentes

“…The LPL-inclusion was without effects on fish growth in a short-term feeding trial, although there was a significant improvement of hepatosomatic and viscerosomatic indices. …”
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Comparative evaluation of high-flow nasal cannula (HFNC) and conventional oxygen therapy (COT) in infants after non-cardiac surgery: Study protocol of a randomized controlled trial... by Diwei Zhang, Tianqing Gong, Qinghua Huang, Qianqian Zhang, Kai Liu, Jia Li, Hai Yu, Yu Cui

“…Secondary outcomes include the rate of mild upper airway obstruction, the rate of severe respiratory depression, the rate of transfer to PICU, duration of oxygen therapy, length of PACU stay, the time to reach full enteral feeding, and postoperative adverse events, including nasal injury, agitation, vomiting, and unplanned secondary surgery related to the initial surgery.…”
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The effect of heat treatment applied to cereals used in dog foods on gelatinization and digestibility of starch by Fatma İnal, Abdullah Özbilgin, Mustafa Selçuk Alataş, Oğuzhan Kahraman, Emel Gürbüz

“…<p> <b>Conclusion:</b> In similar studies with cereals, it may be advisable to determine amylopectin, amylose, resistant starch contents, and feeding experiments.…”
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Impact of socio-demographic structure of the deaf people communities in prevalence of hereditary hearing loss by O. L. Posukh, M. S. Bady-Khoo, M. V. Zytsar, V. Yu. Mikhalskaia, S. A. Lashin, N. A. Barashkov, G. P. Romanov

“…The start for these events was the breakdown of the deep social isolation of deaf people, which occurred about 300 years ago in Europe, and later in the US, when special schools for the deaf with learning sign language as a common tool for communication were established (linguistic homogamy). …”
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Exhausting the (Human) Problem by Annalaura Alifuoco

“…Its double movement—simultaneously giving in and giving out—creates possibilities for thinking and feeling otherwise. De Bruyckere’s headless forms, rendered through wax, animal hide, cloth, and metal, materialize exhaustion through specific formal choices: suspension, fragmentation, drooping, wounding. …”
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Frailty risk prediction models for patients undergoing maintenance hemodialysis in China: a systematic review by Yu Zhong, Songmei Cao, Liangying Chen, Teng Li, Wei Ye

“…While the overall applicability of the ten studies was deemed satisfactory, it is important to note that all studies exhibited a high risk of bias, particularly concerning the data analysis component. …”
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