Automated Pipeline for Robust Cat Activity Detection Based on Deep Learning and Wearable Sensor Data by Md Ariful Islam Mozumder, Tagne Poupi Theodore Armand, Rashadul Islam Sumon, Shah Muhammad Imtiyaj Uddin, Hee-Cheol Kim

“…Although previous studies have made progress, several key questions still need addressing: What types of data are best suited for accurately detecting activity patterns? Where should sensors be strategically placed to ensure precise data collection, and how can the system be effectively automated for seamless operation? …”
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Correlation Between Pathological and MRI Radiological Tumor Responses to Neoadjuvant Chemotherapy in Non‐Luminal Breast Cancer: A Single Institution Experience by Wesal M. Eldehna, Fawzy Elbarbry, Abdul Hameed Hassan, Rafat Abu Shakra, Ahmed Elaryan, Ola Mousa Abdelfattah Elnady, Elshaimaa Mohamed Mohamed

“…We strongly advocate for the dependable role of MRI in monitoring breast lesions during neoadjuvant therapy, especially in non‐luminal breast cancer cases, regardless of whether they present as mass or non‐mass enhancement patterns.…”
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Applicability of LARSEN & SKAUGE relative permeability hysteresis model in high-temperature and high-pressure CO2-water alternating injection experiments by WANG Shuoshi, JI Qiang, GUO Ping, LIU Huang, WEN Lianhui, XU Ruifeng, WANG Zhouhua, ZHANG Ruixu

“…The relative permeability hysteresis effect in porous media has been studied extensively over many years, leading to relatively consistent conclusions. …”
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Potential impact of alcohol calorie labelling on the attitudes and drinking behaviour of hazardous and low-risk drinkers in England: a national survey by Andrew Steptoe, Jamie Brown, Florence Sheen, Rana Conway, Clare Llewellyn

“…Overall, 46.4% of drinkers indicated that they would change their drinking patterns if calorie labelling was introduced, and this response was more common among hazardous than low-risk drinkers (OR=1.43, 95% CI 1.199 to 1.699), adjusting for age, gender, ethnicity, socioeconomic status and education. …”
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The effect of depression on non-suicidal self-injury and psychological status in adolescents with unipolar and bipolar disorders by Zhuofan Ye, Fanshi Zhang, Ruxue Cui, Xixiang Ye, Mengqing Tan, Tao Tao, Xiaozhi Zhang

“…Results In terms of NSSI behavioral patterns and severity, adolescents with UD displayed more frequent behaviour of intentionally burning themselves with cigarettes and had more instances of self-inflicted suicidal thoughts that were not carried out compared to those with BD, and the differences between the two groups were statistically significant (P < 0.05). …”
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Averting obesity and type 2 diabetes in India through sugar-sweetened beverage taxation: an economic-epidemiologic modeling study. by Sanjay Basu, Sukumar Vellakkal, Sukumar Vellakkal, Sutapa Agrawal, David Stuckler, Barry Popkin, Shah Ebrahim

“…We sought to estimate the potential health effects of such a fiscal strategy in the middle-income country of India, where there is heterogeneity in SSB consumption, patterns of substitution between SSBs and other beverages after tax increases, and vast differences in chronic disease risk within the population.…”
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Characteristics of the labor market in Croatia and contemporary external migration by Monika Komušanac

“…The isolated and presented indicators and trends point to the complexity of the relationship between economic and labor factors, contemporary migration patterns and demographic characteristics of the resident population, in accordance with previous theoretical and empirical knowledge.…”
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"The Perfect Swarm" - Flooding across Northern Victoria leads to intensified mosquito breeding and subsequent re-emergence and transmission of Murray Valley encephalitis virus duri... by Peter J Neville, Rachel N Evans, Helen O'Brien, Peter T Mee, Natasha D Brohier, Nicole Hughes

“…<h4>Background</h4>The sporadic yet explosive nature of Murray Valley encephalitis virus (MVEV) in the southeast of Australia has led to several hypotheses to explain the viruses temporal and spatial patterns in the region. These theories, relying on the presence of flooding events, include the role of migratory waterbirds as carriers of MVEV from endemic areas in northern Australia or the re-appearance of MVEV from isolated, cryptic habitats. …”
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Tradeoffs in Introduction Policies for the Anti-Tuberculosis Drug Bedaquiline: A Model-Based Analysis. by Amber Kunkel, Frank G Cobelens, Ted Cohen

“…The objective of this study was to compare different strategies for introducing the new TB drug bedaquiline based on patients' resistance patterns.<h4>Methods and findings</h4>We created a Markov decision model to follow a hypothetical cohort of multidrug-resistant (MDR) TB patients under different bedaquiline use strategies. …”
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CH-RUN: a deep-learning-based spatially contiguous runoff reconstruction for Switzerland by B. Kraft, M. Schirmer, W. H. Aeberhard, M. Zappa, S. I. Seneviratne, L. Gudmundsson

“…</p> <p>The developed data-driven model demonstrates not only competitive performance, but also notable improvements over traditional hydrological modeling in replicating daily runoff patterns, capturing interannual variability, and discerning long-term trends. …”
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Evaluation of Machine Learning Models for Estimating Grassland Pasture Yield Using Landsat-8 Imagery by Linming Huang, Fen Zhao, Guozheng Hu, Hasbagan Ganjurjav, Rihan Wu, Qingzhu Gao

“…The XGBoost model was subsequently applied to map the spatial patterns of pasture yield in the Xilingol grassland for the years 2014 and 2019. …”
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Radiology of viral pneumonia by A. A. Speranskaia, L. N. Novikova, O. P. Baranova, M. A. Vasilieva

“…The clinical course included rapid progression, with body temperature increase up to 39 °C or above, development of intoxication and respiratory failure. X-ray patterns were identical to the previous epidemic in 10 patients. …”
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Efficacy of Pharmacological Treatments in Managing Generalized Anxiety Disorder among Adults in Saudi Arabia: A Cross-sectional Analysis by Abdulsalam Mohammed Aleid, Abdulaziz Matar Alharthi, Rana Abdulmohsen Alotaibi, Ahmed Mohammed Alasmari, Sharifah Ahmed Alzabdawi, Imtinan Jafar Asaeed, Sarah Mousa Alshuqayfi, Shuruq Mohammed Alzahuf, Aliyah Matar Alharthi, Mostafa Habeeb Alhodibi

“…The study’s analytical approach encompassed statistical methods such as correlation, regression, and Chi-square tests, aiming to uncover relationships and patterns among the collected data, particularly focusing on treatment efficacy and the occurrence of adverse effects. …”
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Genome-wide characterization and evolution analysis of miniature inverted-repeat transposable elements in Barley (Hordeum vulgare) by Ruiying Li, Ju Yao, Shaoshuai Cai, Yi Fu, Chongde Lai, Chongde Lai, Xiangdong Zhu, Licao Cui, Yihan Li

“…These findings significantly advance our understanding of the fundamental characteristics and evolutionary patterns of MITEs in the barley genome. Moreover, they contribute to our knowledge of gene regulatory networks and provide valuable insights for crop improvement endeavors.…”
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IDEE I ZAŁOŻENIA KONWENCJI O OCHRONIE DZIEDZICTWA KULTURALNEGO I NATURALNEGO I ICH REALIZACJA W POLSCE Z PERSPEKTYWY POLSKIEGO KOMITETU DO SPRAW UNESCO by Sławomir Ratajski

“…Over the years, the implementation of the Convention in Poland has revealed a number of issues related to protection of heritage in line with the patterns worked out at the UNESCO forum, and resulting from the incomplete adaptation of our legal system for the protection of historic monuments and sites, insufficient public awareness and the difficulty of incorporating historical sites into modern economic development strategies. …”
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Developing Species-Age Cohorts from Forest Inventory and Analysis Data to Parameterize a Forest Landscape Model by Richard H. Odom, W. Mark Ford

“…Forest stands modeled over 100 years without significant disturbance appeared to reflect expected patterns of increasing dominance by shade-tolerant mesophytic tree species such as sugar maple, red maple (Acer rubrum), and eastern hemlock (Tsuga canadensis) where soil moisture was sufficient. …”
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Characterizing and Detecting Multiscenario Degradation of the Maidika Alpine Wetland Nature Reserve in the Qinghai–Tibet Plateau Using Landsat Time Series by Ye Chen, Ren Ci, Dongping Zhong, Liangyun Liu, Jinyuan Yu, Dongdong Zhang, Yindong Tong, Yingchun Fu

“…Through the meadow spectral ratio vegetation index and seasonal soil wetness frequency across years, swampy and alpine meadow dynamics are tracked by wetness loss and increasing grass signal. …”
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Oncologic Diseases as a Risk Factor for Cryptogenic Stroke by G. R. Ramazanov, E. A. Kovaleva, N. A. Shamalov

“…Typical radiological patterns of ischemic stroke in patients with OD are multiple foci of acute cerebral ischemia in different vascular areas, which may indicate a cardioembolic nature and, in particular, non-bacterial thrombotic endocarditis. …”
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Breast milk feeding practices and frequencies among complementary-fed children: a cross-sectional study in Northern Thailand by Krongporn Ongprasert, Jakarin Chawachat, Wuttipat Kiratipaisarl, Penprapa Siviroj

“…Abstract Background The available data on milk feeding patterns and feeding frequency during the complementary feeding phase are limited. …”
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Activity variability: A novel physical activity metric and its association with cognitive impairment by Patrick T. Donahue, Jennifer A. Schrack, Johannes Thrul, Michelle C. Carlson

“…We examined whether activity variability, measured at the minute level, may capture movement patterns that provide insight into cognitive impairment risk. …”
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