Personalized trajectory inference framework integrating driving behavior recognition and temporal dependency learning. by Jinhao Yang, Junwen Cao, Mingyu Fang

“…These results confirm DS-TCTM's effectiveness in capturing driving style impacts on trajectory patterns, providing reliable prediction enhancements for vehicle safety systems. …”
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Dynamic Machine Learning-Based Simulation for Preemptive Supply-Demand Balancing Amid EV Charging Growth in the Jamali Grid 2025–2060 by Joshua Veli Tampubolon, Rinaldy Dalimi, Budi Sudiarto

“…We introduce a novel supply–demand balance score to quantify weekly and annual deviations between projected supply and demand curves, then use this metric to guide the machine-learning model in optimizing annual growth rate (AGR) and preventing supply demand imbalance. …”
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Smart Drug Delivery Systems Based on Single-Wall Carbon Nanotubes Loaded with Nanocurcumin Extract for Cancer Therapy and Toxicity by Marwa R. Jwameer, Sabah A. Salman, Farah T. M. Noori

“…After exposure to a variety of produced SWNTs and PEG-PEI-SWCNTs at concentrations ranging from 6.25 to 100 g/ml for 72 hours, the rate of growth inhibition in cancer cells including the liver cancer HepG2 cell line—was assessed. …”
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Physical activity simultaneously improves working memory and ripple-spindle coupling by Xinyun Che, Benedikt Auer, Paul Schmid, Christoph Reichert, Annemarie Scholz, Tom Weischner, Robert T. Knight, Stefan Dürschmid

“…Neurophysiologically, PA scaled the ripple rate with the number of items to be kept in WM and strengthened the coupling between ripple events and wake spindle events. …”
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Drug Release Profile from Calcium-Induced Alginate-Phosphate Composite Gel Beads by Yoshifumi Murata, Youko Kodama, Takashi Isobe, Kyoko Kofuji, Susumu Kawashima

“…The initial release amount and release rate of a water-soluble drug, diclofenac, from the alginate gel beads could be controlled by modifying the composition of the matrix with calcium phosphate. …”
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Research on disaster information dissemination based on social sensor networks by Shanshan Wan, Zhuo Chen, Cheng Lyu, Ruofan Li, Yuntao Yue, Ying Liu

“…Evaluation matrix is applied to test the performance of social sensor information dissemination model, such as event dissemination coverage, event delivery time, and event delivery rate. With the comparisons to epidemic model, social sensor information dissemination model shows excellent performance in improving the efficiency and accuracy of information transmission in disaster events.…”
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Aggression in autism spectrum disorder: presentation and treatment options by Fitzpatrick S, Srivorakiat L, Wink L, Pedapati E, Erickson C

“…Sarah E Fitzpatrick, Laura Srivorakiat, Logan K Wink, Ernest V Pedapati, Craig A Erickson Cincinnati Children’s Hospital Medical Center, University of Cincinnati College of Medicine, Cincinnati, OH, USA Abstract: Autism spectrum disorder (ASD) is a neurodevelopmental disorder characterized by persistent difficulties in social communication and social interaction, coupled with restricted, repetitive patterns of behavior or interest. Research indicates that aggression rates may be higher in individuals with ASD compared to those with other developmental disabilities. …”
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Three Dimensional Image Reconstruction of Electrical Capacitance Tomography Based on Improved ALEXNET Convolutional Neural Network by LI Yan, WANG Lu, LI Jiaqi

“…The AlexNet convolutional neural network uses the Adam algorithm with impulse and adaptive learning rate which can reduce the error oscillation and accelerate the convergence of neural networks during training. …”
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Somatic pathology in residents of Khanty-Mansi Autonomous Okrug – Yugra by L. N. Verizhnikova, O. L. Aryamkina, N. N. Terentyeva

“…The study identified patterns in different flows of the Russian population in and from the North, the incidence rate (defined by the leading group of diseases) and its dynamics, characteristic of the territories equated to the Far North. …”
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Role of Genetic and Epigenetic Factors and Mechanisms Involved in the Occurrence of Congenital Heart Diseases (CHD) by Fateme Tabrizi, Mehri Khatami, Mohammad Mehdi Heidari

“…Conclusion: Due to modern surgical techniques, the survival rate of affected infants is increasing. Deeper insight into the exact causes of this disease is crucial for diagnosing and identifying high-risk patients and improving preventive and therapeutic strategies for CHD. …”
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Brain Tumor Classification of Medical Images based on Transfer Pre-trained Learning Models by Mohamed H Ghaleb Abdkhaleq Abdkhaleq, Ibraheem Al-Jadir, Loay George, Yuri Yuryevich Gromov, Eliseev Aleksey Igorevich

“…Medical professionals can rapidly and reliably diagnosing brain tumors from medical imaging via this technique. he results demonstrate that the AlexNet model showed a remarkable performance, with an accuracy rate of 95.60% and high sensitivity and specificity rates. …”
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Indentation Relaxation Behavior of the Austenitic Heat-Resistant Steel Sanicro25 by Lin Tong, Cao Tieshan

“…The results show that: the hardness/stress and time patterns of indentation relaxation at different depths are in accordance with the relationship similar to that proposed by Choi; the stress index is about 7 according to the power rate relationship, and the relaxation coefficient μ is about 0.3, whose inverse matches well with the stress index obtained from the indentation creep test; there is a pile-up phenomenon at the edges of the residual indentation on the surface of the specimen, which is caused by plastic flow of the material along the direction of the indenter after the formation of a completely plastic region at the bottom of the indenter. …”
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HTLV-1 antibodies in serum and cerebrospinal fluid in tropical spastic paraparesis in Brazil by A. Spina-França, J. A. Livramento, L. R. Machado, H. R. Gomes, L. S. Vianna, L. H. M. Castro, J. P. S. Nobrega, L. A. Baciheschi

“…CSF patterns considered (cytology, protein content and gamma-globulins rate) were different between TSP group with HTLV-l antibodies in CSF and SP group with no HTLV-l antibodies detection either in serum or in CSF. …”
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Genome-Wide identification and salt stress-responsive expression dynamics of the HMGR gene family in Ziziphus jujuba var. spinosa. by Xiaohan Tang, Xiaojun Ma, Jun Cao, Xinhong Wang, Xuexiang Li, Xiaozhou Yang, Jing Shu

“…They also exhibit significant therapeutic potential in herbal medicine. 3-Hydroxy-3-methylglutaryl coenzyme A reductase (HMGR), a pivotal rate-limiting enzyme governing the initial stage of the mevalonate (MVA) pathway in triterpene saponin biosynthesis, remains uncharacterized in Ziziphus jujuba var. spinosa. …”
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PUBLIC HEALTH HAZARDS OF YERSINIA ENTEROCOLITICA ISOLATED FROM SHEEP AND GOAT MILK by Dhary Alewy Almashhadany, Bakhtawar Omer, Sarah Hameed, Hero Ismael Mohammed

“…The present study examines the prevalence of raw goat and sheep milk contamination with Y. enterocolitica collected from Erbil Governorate, Iraq while analyzing the antibacterial resistance profiles of the isolated strains and monitoring seasonal variations in contamination and resistance patterns. Methods: Raw milk samples were collected from a total of 300 animals (150 each from sheep and goat), the samples were tested using culture-based detection methods, yielding a contamination rate of 9.7%. …”
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CTSS and CD53: Emerging m6A methylation markers in diabetic kidney disease pathogenesis and their clinical implications by Meng Leilei, Huang Bin, Li Rui, Wenjie Wen

“…CTSS and CD53 were identified as potential biomarkers and validated in diabetic mouse models, showing negative correlations with glomerular filtration rate. Conclusions This study reveals two m6A methylation patterns in DKD, with one associated with increased immune infiltration. …”
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Spike Timing-Dependent Plasticity and Random Inputs Shape Interspike Interval Regularity of Model STN Neurons by Thoa Thieu, Roderick Melnik

“…<b>Results:</b> Our results show that random inputs significantly affect the firing patterns of STN neurons, both in healthy cells and those with PD under DBS treatment. …”
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Release Behavior and Bioaccumulation Characteristics of Organophosphate Esters from Plastics in Marine Aquaculture by Zhi YANG, Dongni LIU, Shengnan HUANG, Xuetian DAI, Wei QIAN, Xiaoshan ZHU

“…Chlorinated OPEs exhibited the highest dissolution rates, with TCEP showing a dissolution rate of 40.6%. …”
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Clinical benefit of tafasitamab plus lenalidomide in relapsed or refractory diffuse large Bcell lymphoma: real-world data from the EarlyMIND study by Gabriel Brisou, Jérôme Paillassa, Sophie Bernard, Olivier Tournilhac, Luc-Matthieu Fornecker, Frédéric Maloisel, Lauris Gastaud, Eric Durot, Adrian Tempescul, Thorsten Braun, Vadim Ivanov, Brieuc Cherel, Caroline Serrier, Jeremy Delage, Abderrazak El Yamani, Baptiste Delapierre, Laure Lebras, Elsa Lestang, Camille Villesuzanne, Philippe Agape, Guillaume Escure, Ludovic Fouillet, Christophe Nicol, Gaëlle Olivier, Anthony Levy, Anne-Sophie Le Bris, Ophélie Cassuto, Laura Jacquemelle, Corinne Haioun, Charles Herbaux

“…Approval was based on the L-MIND study, which demonstrated a 57.5% overall response rate (ORR), 41.3% complete response (CR) rate, 12.1 months median progression-free survival (PFS), and 33.5 months median overall survival (OS) at five years. …”
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Passive Sensing for Mental Health Monitoring Using Machine Learning With Wearables and Smartphones: Scoping Review by ShiYing Shen, Wenhao Qi, Jianwen Zeng, Sixie Li, Xin Liu, Xiaohong Zhu, Chaoqun Dong, Bin Wang, Yankai Shi, Jiani Yao, Bingsheng Wang, Xiajing Lou, Simin Gu, Pan Li, Jinghua Wang, Guowei Jiang, Shihua Cao

“…These findings underscore the technology’s potential to transform mental health care through objective, continuous monitoring—particularly for depression (heart rate and step count biomarkers) and anxiety (sleep and social interaction patterns). …”
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