A novel ensemble model for fall detection: leveraging CNN and BiLSTM with channel and temporal attention by Sarita Sahni, Sweta Jain, Sri Khetwat Saritha

“…To address this issue, researchers propose integrating attention mechanisms, which help prioritize important information from the sensors and reduce the impact of over lapping activity patterns. These challenges limit their practical implementation in wearable systems. …”
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Novel Diagnostic and Therapeutic Techniques for Surveillance of Dysplasia in Patients with Inflammatory Bowel Disease by M Iacucci, T Uraoka, M Fort Gasia, N Yahagi

“…The new generation of high-definition endoscopes with electronic filter technology provide an opportunity to visualize colonic mucosal and vascular patterns in minute detail, and to identify subtle flat, multifocal, polypoid and pseudopolypoid neoplastic and non-neoplastic lesions. …”
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Characteristics of Precipitation, Streamflow, and Sediment Transport of the Hangman Creek in the Pacific Northwest, USA: Implication for Agricultural Conservation Practice Implemen... by Yongping Yuan, Sean Kanyuk

“…In this study, we investigated long-term precipitation, streamflow, and suspended sediment load patterns within the Hangman Creek watershed, draining from the Rocky Mountains in Idaho to Washington, to identify the magnitude of changes with the goal of better understanding the links between these processes and the potential effects of agricultural conservation practices (ACPs) implemented since the 1990s. …”
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HISTORY OF HIGHLY PATHOGENIC AVIAN INFLUENZA ERADICATION IN RUSSIAN FEDERATION IN 2016–2017 by M. S. Volkov, V. N. Irza, A. V. Varkentin

“…Epidemic patterns of highly pathogenic avian influenza А/Н5N8 spread in the Russian Federation are demonstrated, history of the disease outbreak eradication in domestic poultry is described, basic reasons of the dangerous virus introduction on the commercial farms are analyzed and issues of the outbreak containment are highlighted. …”
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A novel quantile regression for fractiles based on unit logistic exponential distribution by Hanan Haj Ahmad, Kariema A. Elnagar

“…Key findings demonstrate that the unit logistic-exponential distribution captures diverse data patterns effectively and improves reliability assessment in practical contexts. …”
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Effect of Common Pavements on Interjoint Coordination of Walking with and without Robotic Exoskeleton by Jinlei Wang, Jing Qiu, Lei Hou, Xiaojuan Zheng, Suihuai Yu

“…The root mean square of CRP (CRPRMS) over each phase of the gait cycle is used to analyze the magnitude of dephasing between joints, and the standard deviation of CRP (CRPSD) in the full gait cycle is used to assess the variability of coordination patterns between joints. Results. The CRPHip-Knee/RMS of the carpet pavement with exoskeleton is different from that of other pavements (except the tiled pavement) in the midstance phase. …”
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Synthesis and Characterization of LiNi1/3Co1/3Mn1/3O2−xClx as Cathode Materials for Lithium Ion Batteries at 55°C by Hai-Lang Zhang, Shuixiang Liu

“…A series of materials based on the LiNi1/3Co1/3Mn1/3O2-xClx system were prepared by a sol-gel method, and their phase formation processes, crystal structures, and electrochemical performances were studied by thermogravimetric analyses (TG/DTG), X-ray diffraction (XRD), charge-discharge tests, and cyclic voltammetry (CV). The XRD patterns indicate that the LiNi1/3Co1/3Mn1/3O2-xClx powders with better crystalline structure could be obtained at calcining temperature 850°C for 20 h under air atmosphere and show that the chlorine addition may induce the change of lattice parameters. …”
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Opinions and Practice of US-Based Obstetrician-Gynecologists regarding Vitamin D Screening and Supplementation of Pregnant Women by Sara A. Mohamed, Ayman Al-Hendy, Jay Schulkin, Michael L. Power

“…An online questionnaire regarding physician practice patterns for screening and supplementing pregnant women was administered to 225 randomly selected practicing obstetrician-gynecologists of whom 101 (45%) completed the questionnaire. …”
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Beef handling practices at Abattoirs and Butcher shops in Uganda: implications for meat safety and health of consumers by Juliet Kyayesimira, Florence Muheirwe

“… Proper beef handling contributes to achieving sustainable development goals 3 (good health and well-being) and 12 (sustainable consumption and production patterns). This is because it ensures the safety of meat and consumers’ health. …”
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Prediction of Blood Donations Using Data Mining Based on the Decision Tree Algorithms KNN, SVM, and MLP by Arash Fahmihassan, Mohammadreza Moghari, Omidmahdi Ebadati

“…Accordingly, they have better diagnosed and successful cure various illnesses and show the patterns of new injuries. In this paper, we try to use data mining and machine learning techniques in decision making levels at mentioned field, to use this mechanism for prediction that how much blood will be donate to blood transfusion centers and blood banks in different period time, to estimate and supply the required blood volume of blood banks in different areas. …”
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Le jeu des illusions : discrimination entre apparence et réalité chez les primates by Marie Hirel

“…An array of studies highlighted that nonhuman primates and humans share a sensitivity to illusions, but which differs between species depending on patterns and proprieties of visual elements, thus bringing out interspecific differences in perceptual organization of visual stimuli. …”
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Fusion ConvLSTM-Net: Using Spatiotemporal Features to Increase Residential Load Forecast Horizon by Abhishu Oza, Dhaval K. Patel, Bryan J. Ranger

“…Forecasting the load of individual residents plays a key role in load balancing, but it remains challenging due to the irregular nature of individual consumption patterns. Moreover, the current literature is limited to forecasting residential load to only a few hours in the future. …”
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Tattoo Regret, Complications, and Removal: A Cross-Sectional Study among Tattooed Individuals in Saudi Arabia by Hadeel Mitwalli, Nuha Alfurayh

“…A tattoo is a pigment permanently deposited into the skin to create different patterns. The worldwide percentage of tattooed individuals, as well as the level of tattoo regret, complications, and removal, has increased. …”
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Probabilistic forecasting of renewable energy and electricity demand using Graph-based Denoising Diffusion Probabilistic Model by Amir Miraki, Pekka Parviainen, Reza Arghandeh

“…Traditional deterministic methods fail to capture the inherent uncertainties associated with intermittent renewable sources and fluctuating demand patterns. This paper proposes a novel denoising diffusion method for multivariate time series probabilistic forecasting that explicitly models the interdependencies between variables through graph modeling. …”
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Comparison of Feature Selection and Feature Extraction Role in Dimensionality Reduction of Big Data by Haidar Khalid Malik, Nashaat Jasim Al-Anber, Fuad AbdoEsmail Al- Mekhlafi

“…The importance of Dimensionality Reduction technology lies in several fields, including “data processing, patterns recognition, machine learning, and data mining”. …”
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Caractéristiques rythmiques du chant de l'indri et nouvelles perspectives pour une évaluation comparative du rythme chez les primates non humains by Marco Gamba, Valeria Torti, Chiara De Gregorio, Teresa Raimondi, Longondraza Miaretsoa, Filippo Carugati, Walter Cristiano, Rose M. Randrianarison, Giovanna Bonadonna, Anna Zanoli, Olivier Friard, Daria Valente, Andrea Ravignani, Cristina Giacoma

“…Since the discovery that rhythmic abilities are universal in humans, temporal features of vocal communication have greatly interested researchers studying animal communication. Rhythmic patterns are a valuable tool for species discrimination, mate choice, and individual recognition. …”
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Neural Correlates of Dual-Task Walking: Effects of Cognitive versus Motor Interference in Young Adults by Rainer Beurskens, Fabian Steinberg, Franziska Antoniewicz, Wanja Wolff, Urs Granacher

“…Our results suggest that impaired motor performance during dual-task walking is mirrored in neural activation patterns of the brain. This finding is in line with established cognitive theories arguing that dual-task situations overstrain cognitive capabilities resulting in motor performance decrements.…”
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Research on the Protection of Battlefield Sites in the Taihang Mountain Area of Southern Hebei Province, China: A Case Study of She County by Feifei Zheng, Yuan Kuang, Yue Hu

“…The aim is to reveal the architectural characteristics and spatiotemporal distribution patterns of battlefield sites, evaluate its current status and constraints, and propose targeted protection strategies and restoration measures. …”
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De-Mystifying Mysticism: A Critical Realist Perspective on Ambivalences in the Study of Mysticism by Ali Qadir, Tatiana Tiaynen-Qadir

“…This review draws on a metatheoretic perspective of critical realism and is not meant to be comprehensive but rather analytical, seeking to identify patterns in scholarship. We find that each question is answered by studies along an axis, wavering between two ideal–typical poles. …”
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Insights on the utilisation of tissue culture to aid new breeding techniques for cowpea (Vigna unguiculata L.) improvement by Malizukiswe Vincent Vacu, Promise Sifiso Nzama, Muyiwa Seyi Adegbaju

“…The degree of tolerance to drought varies among different cultivars, which requires further research to develop more resilient varieties.The changing climate patterns and associated uncertainties highlight the urgent need to breed more resilient and productive cowpea cultivars. …”
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