Malware-SeqGuard: An Approach Utilizing LSTM and GRU for Effective Detection of Evolving Malware in Android Environments by Muhammad Usama Tanveer, Kashif Munir, Abdulatif Alabdulatif, Anas R. Najdawi, Rutvij H. Jhaveri

“…In this study, we introduce a state-of-the-art scheme for Android malware detection that combines the strengths of Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) networks. These advanced deep learning architectures are particularly adept at capturing sequential dependencies within data making them well-suited for analyzing complex time-series information, such as user behaviour patterns system logs and network traffic. …”
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INFECTIONS IN THE INTENSIVE CARE UNIT FOLLOWING LIVER TRANSPLANTATION: PROFILE OF A SINGLE CENTER by E. Otan, S. Usta, C. Aydin, S. Karakas, B. Unal, R. Mamedov, C. Kayaalp, S. Yilmaz

“…Total number of infections were 68. Mortality rate of the infected patients was 53,3% (n = 16). …”
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The Stabilization Mechanism of a Stable Landslide Dam on the Eastern Margin of the Tibetan Plateau, China: Insights from Field Investigation and Numerical Simulation by Liang Song, Yanjun Shang, Yunsheng Wang, Tong Li, Zhuolin Xiao, Yuchao Zhao, Tao Tang, Shicheng Liu

“…Additionally, the step-pool system formed in the spillway of the Conaxue Co landslide dam contributes to the protection of the dam structure by dissipating 68% of the river’s energy (energy dissipation rate η = 0.68). Understanding the formation mechanisms of the Conaxue Co landslide dam can provide critical insights into managing future landslide dams that may form in the QTP, both in emergency response and long-term strategies.…”
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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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Intracranial directed connectivity links subregions of the prefrontal cortex to major depression by John Myers, Jiayang Xiao, Raissa K. Mathura, Ben Shofty, Victoria Gates, Joshua Adkinson, Anusha B. Allawala, Adrish Anand, Ron Gadot, Ricardo Najera, Hernan G. Rey, Sanjay J. Mathew, Kelly Bijanki, Garrett Banks, Andrew Watrous, Eleonora Bartoli, Sarah R. Heilbronner, Nicole Provenza, Wayne K. Goodman, Nader Pouratian, Benjamin Y. Hayden, Sameer A. Sheth

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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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Associations between on-farm factors and bulk tank SCC on Irish dairy farms by Alice Uí Chearbhaill, Pablo Silva Boloña, Eoin G. Ryan, Catherine I. McAloon, Conor G. McAloon, John Upton

“…Parlour technologies such as automatic cluster removers and automatic washers on the milking machine were associated with significantly reduced log10BTSCC, whereas the presence of backing gates and straight breast rails were associated with increased log10BTSCC. …”
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Outcomes of different steroid dosing regimens in critical Covid-19 pneumonia at a Kenyan hospital: A retrospective cohort study. by John Otieno Odhiambo, Jasmit Shah, Nancy Kunyiha, Charles Makasa, Felix Riunga

“…Fifty-eight percent of patients received a standard dose (6mg) of steroids. The mortality rate was higher in the high-dose group compared to the standard-dose group; however, the difference was not statistically significant (47.9% vs 43.7% p = 0.549). …”
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Impact of Dietary Glutamate on Growth Performance and Flesh Quality of Largemouth Bass by Bo Zhao, Ju Zhao, Haifeng Liu, Hailong Zhang, Hongying Shan, Jiali Zong, Quanquan Cao, Jun Jiang

“…The FBW, percent weight gain (PWG), specific growth rate (SGR), feed efficiency (FE), and protein efficiency ratio (PER) initially increased and then decreased with elevating dietary Glu levels. …”
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Estimation of soil thickness in karst landforms using a quantile regression forests approach by Fayong Fang, Ruyi Zi, Zhen Han, Qian Fang, Rui Hou, Longshan Zhao

“…The rocky desertification information indexes (RIs), which use exposure rate of bedrock to represent the degree of karst rocky desertification, showed relatively high importance in the variable importance assessment. …”
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Fine-scale variability in iceberg velocity fields and implications for an ice-associated pinniped by L. M. Kaluzienski, J. M. Amundson, J. N. Womble, A. K. Bliss, L. E. Pearson

“…To better understand how pinnipeds respond to changes in iceberg habitat, we combine (i) iceberg velocity fields over hourly to monthly timescales, derived from high-rate time-lapse photogrammetry of Johns Hopkins Glacier and Inlet, Alaska, with (ii) aerial photographic surveys of harbor seals (<i>Phoca vitulina richardii</i>) conducted during the pupping (June) and molting (August) seasons. …”
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Kinetics of silicon extraction into alloy from a mixture of amorphous rocks by V.M. Shevko, N.M. Mirkayev, A.D. Badikova

“…It was established that when the melting the amorphous rocks, with an increase in the degree of silicon extraction into the alloy, the apparent activation energy decreases, that is a manifestation of diffusion processes, obviously associated with the formation of a silicon carbide layer on the coke surface. The rate of silicon extraction into the alloy when the melting the amorphous rocks is higher than when the melting quartzite. …”
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Early Dynamics of Circulating Tumor DNA Following Curative Hypofractionated Radiotherapy Related to Disease Control in Lung Cancer by Kyungmi Yang, Jae Myoung Noh, Yeon Jeong Kim, Hongryull Pyo

“…The Dmax showed better disease control rate with marginal significance (<i>p</i> = 0.081). …”
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Breaking barriers: targeted delivery of resveratrol in lung cancer using folate-integrated and pH-responsive hybrid nanocarriers by Sanjoy Das, Malay K. Das, Taison Jamatia, Nayan Ranjan Ghose Bishwas, Dhritiman Roy, Emdormi Rymbai

“…Finally, in vivo targeting and anticancer studies demonstrated that FOL-RSV-LPHNCs selectively internalized to the cancerous region and suppressed the tumor volume with an 8.66-fold higher rate in the xenograft mouse model. The folate receptor-mediated uptake mainly facilitates this superior therapeutic response which was further confirmed by in silico molecular docking and dynamic simulation. …”
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Physiological insights into the responses of tea plants to aluminum through an integrated transcriptomic and metabolomic analysis by Xinwan Zhang, Shijie Luo, Xiali Ye, Lin Liu, Xinxin Jia, Deyuan Jiang, Weiwei Wen

“…Compared to 0 mM Al treatment, low Al concentrations (0.4 mM) enhanced root vitality by 8.91%, while higher Al concentrations (10 and 100 mM) reduced root vigor by 19.31% and 76.81%, respectively. In a similar pattern, the electron transfer rate in leaves remained stable under low Al levels but significantly decreased under high Al conditions. …”
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Impact of Malaria Diagnostic Technologies on the Disease Burden in the Sub-Saharan Africa by Josephine Wambani, Patrick Okoth

“…However, in certain areas, the rate of decline has slowed or even reversed the gains made so far. …”
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Identification of endothelial INSR as an osteosarcoma-related biomarker and therapeutic target based on weighted gene co-expression network analysis by Xu Yingkai, Jiang Jianfeng, Hu Zhiyong, Zhou Zhifeng, Wang Lei

“…Abstract Background Osteosarcoma (OS) is the most common primary malignant bone tumor characterized by a high rate of metastasis. The clinical efficacy of current targeted drugs for OS is limited, highlighting the urgent need to identify novel therapeutic targets. …”
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Evaluation and optimization simulation of land suitability for village construction in the urban rural integration zone empirical test based on 49 administrative villages in Chuzho... by Shuping Fan, Yuntao Zhu, Huimin Guo, Qi Wang, Yishi Mi, Xin Gao, Yangbing Liu, Zihao Su

“…The results show that: (1) the village collective income and land use intensity have a great impact on the potential of village construction land, the proportion of permanent basic farmland, the distance from the organized town and the population loss rate have a great impact on the binding force of village construction land; (2) The proportion of suitable, unsuitable and suitable areas of village construction land is 38.63%, 27.56% and 15.60% respectively, the overall distribution pattern of suitability is “high in the east and southwest, South-Northeast Low”; (3) The eastern high-suitable area adopts the rural urbanization mode and optimizes the layout in a “group” style, The central low suitable area adopts the mode of “teng village and land reduction” and continuously improves the level of intensive land use, In the southwest, it is suitable for villages to form a “central village” layout mode based on location and economic development. …”
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Effects of Bt Rice Straw Extract on Seed Germination and Plant Growth of Pakchoi: Novel Variables of Cropping System by Chenning Zhang, Wenfang Suo, Yongfang Pan, Yuanjiao Feng

“…The 40 g·L⁻¹ heterozygous Bt extract increased leaf and root POD activity but inhibited germination rate and leaf SOD activity. The 10 g·L⁻¹ extract promoted root length and seedling POD activity but suppressed leaf POD activity. …”
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