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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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

“…This device tracks changes in the infant’s motion, skin colour, and breathing patterns; this is done through a PPG sensor strapped either on the belly or chest of an infant, logging information on heart functioning. …”
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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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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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Dr Papineau Meets Dr Masquelet—Management of Open Calcaneal Fractures, Combining Two Techniques: A Case Report by Shuvendu P Roy, Yogendra Gupta, Gurinder Bedi, Vishwadeep Sharma

“…Aim and background: Open fractures of the calcaneum are often the source of significant morbidity due to the high rate of wound infection and significant morbidity, ranging from malunion to amputation. …”
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Fluid–solid coupling productivity analysis of multi-stage fractured horizontal wells in shale reservoirs by Qian QI, Ming YUE, Weiyao ZHU, Wenjiang MA

“…The simulation results of the model align with actual field data, showing that gas production follows an “L-shaped” decline pattern with a coincidence rate exceeding 70%, verifying the model’s accuracy.…”
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Safety and efficacy of prone position ventilation in patients with severe pneumonia in neurosurgical intensive care units by CHENG Longyang，LI Jun，LI Shaoya，LI Chuanqing，XU Manman，WANG Rong，ZHAO Penglai

“…Changes in blood gas analysis［pH，arterial partial pressure of oxygen（PaO2），arterial partial pressure of carbon dioxide（PaCO2），oxygenation index］and hemodynamics［heart rate（HR），mean arterial pressure（MAP）］were compared before prone positioning，and at 1 day，3 days，5 days，and 7 days after resuming supine position following prone position treatment. …”
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Clinical characteristics and outcomes of non-tuberculous mycobacterial pulmonary infections after hematopoietic stem cell transplantation: A retrospective cohort study by Zahia Esber, Hamza Salam, Shefali Godara, Ayman Soubani

“…Conclusion: Outcomes vary significantly among non-tuberculous mycobacterial pulmonary infections based on mycobacterial species, rate of colonization and degree of immunosuppression. …”
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Cutis verticis gyrata in a Patient with Familial presenile sebaceous hyperplasia Presenting as &amp;ldquo;Leonine facies&amp;rdquo;: A Rare Case by Sutedja EK, Sutedja E, Ruchiatan K, Faldian Y, Yogya Y, Dwiyana RF, Maharani RH, Budiarsa M

“…Isotretinoin, with its sebocyte-suppressing effect, may reduce gland size but has a high recurrence rate upon discontinuation. Early recognition and a multidisciplinary approach are crucial to prevent further progression, particularly in older patients.Keywords: cutis verticis gyrata, familial presenile sebaceous hyperplasia, leonine facies…”
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Isokinetic knee strength as a predictor of cardiorespiratory responses during loaded aerobic capacity test in elite athletes by Bekir Çar, Ahmet Kurtoğlu, Özdemir Atar, Musa Türkmen, Özgür Eken, Mehmet Soyler, Monira I. Aldhahi

“…Cardiorespiratory parameters—average breath volume (ABV), average breath frequency (ABF), auxiliary oxygen density (AOD), and heart rate (HR)—were recorded during the Bruce Protocol conducted under two conditions: unloaded and with a 10 kg loaded vest. …”
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Energy Dissipation and Failure Characteristics of Layered Composite Rocks under Impact Load by Wenjie Liu, Ke Yang, Wei Zhen, Xiaolou Chi, Rijie Xu, Xin Lv

“…The energy dissipation pattern of composite rock had an obvious strain rate effect. …”
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Neuroendocrine tumors of the digestive system: pathologic and molecular characteristics by V. V. Delektorskaya

“…The grade (G) is based on the proliferative activity of the tumor assessed by the mitotic rate or by Ki-67 immunohistochemistry. Several markers are useful in the identification of a primary organ of NETs in metastatic lesions are also discussed. …”
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Network meta-analysis of erlotinib, gefitinib, afatinib and icotinib in patients with advanced non-small-cell lung cancer harboring EGFR mutations. by Wenhua Liang, Xuan Wu, Wenfeng Fang, Yuanyuan Zhao, Yunpeng Yang, Zhihuang Hu, Cong Xue, Jing Zhang, Jianwei Zhang, Yuxiang Ma, Ting Zhou, Yue Yan, Xue Hou, Tao Qin, Xiaoxiao Dinglin, Ying Tian, Peiyu Huang, Yan Huang, Hongyun Zhao, Li Zhang

“…Pooled data on objective response rate (ORR), progression free survival (PFS), overall survival (OS) were calculated. …”
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Demographic and clinical characteristics of patients with benign bone tumors: Evidence of bimodal age distribution in a Hispanic population by Blake C. Martin, Mohammad Khalil, Juan Lopez-Alvarenga, Michael Sander

“…This indicates an incidence rate of 0.00018 per person-year. The average age was 38.8 years (SD 24.0), with females representing 58 % of the sample. …”
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