Transformer-based malware detection using process resource utilization metrics by Dimosthenis Natsos, Andreas L. Symeonidis

“…We compare the proposed Transformer-based architecture with the leading LSTM model in terms of accuracy, precision, recall, F1-score and training time, focusing on performance across varying sample sizes and validate our results with rigorous statistical methodologies. …”
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Rapid Screening and Estimation of Binding Constants for Interactions of Fe3+ with Two Metalloproteins, Apotransferrin and Transferrin, Using Affinity Mode of Capillary Electrophore... by Mohammed Al Bratty, Hassan A. Alhazmi, Sadique A. Javed, Zia Ur Rehman, Asim Najmi, Karam A. El-Sharkawy

“…Change in the mass and charge of protein upon binding to the metal ion in the capillary tube led to variation in its migration time and was used to measure the noncovalent binding interactions by fast screening method. …”
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The Care Pathway Delays of Cervical Cancer Patient in Morocco by Hind Mimouni, Khalid Hassouni, Boujemaa El Marnissi, Bouchra Haddou Rahou, Leila Alaoui, Rachid Ismaili, Abderraouf Hilali, Leila Loukili, Rachid Bekkali, Ahmed Nejmeddine

“…The aim of this study is to document time intervals in cervical cancer care pathways, from symptom onset to disease detection and start of treatment, and evaluate how clinical, sociodemographic, and treatment factors influence delays throughout a patient’s clinical pathway. …”
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Turkey’s Assistance to Iraq after 2014: Key Determinants and Components by A. I. Aliyeva

“…After declaring victory over the Islamic State, Ankara did not rush to increase the level of its grant assistance that remained relatively low. At the same time Turkey sought to create, particularly through tied loans, advantageous conditions to attract Turkish construction companies to the reconstruction of destroyed infrastructure in Iraq. …”
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New Data on Breeding Strategies and Reproductive Success of the Globally Threatened Turtle Dove Co-Occurring with the “Competitive” Collared Dove and the “Predatory” Maghreb Magpie... by Wafae Squalli, Ismail Mansouri, Driss Ousaaid, Mohammed Hmidani, Hamid Achiban, Fatima Fadil, Mohamed Dakki

“…We defined nesting site parameters, breeding chronology dates, and success rates to explain how these species are dispersed in space and time. Similarly, predation attacks were evaluated. …”
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Germany’s stance on the Nord Stream 2 project: Internal and external determinants by F. А. Basov

“…In that context, cooperation with Russia as a key exporter of natural gas to Germany was of particular importance. At the same time, relations between the two states showed contradictory dynamics. …”
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Getting back on track after treatment of cancer: A qualitative interview study of cancer survivors' experiences. by Doris van der Smissen, Marjolein Lugtenberg, Manon Enting, Laurens Beerepoot, Floortje Mols, Evelien Brouwers, Dareczka Wasowicz, Margot Joosen

“…Purposive sampling was used to select a variable sample in terms of diagnoses (e.g. breast cancer, colorectal cancer, melanoma), age (18-77 years), and time after diagnosis (0-7 years). Interviews were audio-taped, transcribed verbatim and analyzed in a thorough thematic analysis.…”
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Pulmonary Artery and Pulmonic Valve Vegetations in a Young Pregnant Filipino with Patent Ductus Arteriosus by Valerie R. Ramiro, Jezreel L. Taquiso, Stephanie Martha O. Obillos, Charlene F. Agustin, Jose Donato A. Magno, Eric Oliver D. Sison

“…Therefore, a follow-up of IE after treatment should be guided by the clinical course and response to therapy as well as the echocardiographic morphology of vegetations over time.…”
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Intramedullary Nailing of Proximal Tibia Fractures in Semi-extended Position Using Suprapatellar Approach: Results and Outcomes by Kumar Rohit, Vikas Verma

“…The average follow-up period was 14 months (12–18 months) after the index procedure. The average time for radiological union was 6 months (range: 4–12 months). …”
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The Predictive Role of Parathyroid Hormone for Nonalcoholic Fatty Liver Disease following Bariatric Surgery by Tannaz Jamialahmadi, Mohsen Nematy, Mohammed Abdalla, Ali Jangjoo, Ladan Goshayeshi, Matthew Kroh, Seyed Adel Moallem, Mitra Abbasifard, Thozhukat Sathyapalan, Amirhossein Sahebkar

“…No significant alteration in serum PTH levels was observed between presurgical vs. postsurgical time points. Conclusion. A significant reduction was observed in the anthropometric parameters, liver enzymes, and hepatic elasticity after bariatric surgery. …”
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Dying to be famous: retrospective cohort study of rock and pop star mortality and its association with adverse childhood experiences by Mark A Bellis, Karen Hughes, Olivia Sharples, Tom Hennell, Katherine A Hardcastle

“…Cox survival and logistic regression techniques examine risk and protective factors for survival and links between adverse childhood experiences and cause of death, respectively.Setting North America and Europe.Participants 1489 rock and pop stars reaching fame between 1956 and 2006.Outcomes Stars’ postfame mortality relative to age-, sex- and ethnicity-matched populations (USA and UK); variations in survival with performer type, and in cause of mortality with exposure to adverse childhood experiences.Results Rock/pop star mortality increases relative to the general population with time since fame. Increases are greater in North American stars and those with solo careers. …”
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البیلوبیجیا الأنثروبودیرمیکیة أو تجلید الکتب باستخدام جلود البشر : دراسة تاریخیة

“…In subject direction Medicine came first with 45.5%. Finally,by time line the 19th century came first with 59.1% from total number of bookswhich covered with human skin that included in the bibliography of the study, andcontained just twenty-two books covered with human skin…”
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Elucidating the role of carrier proteins in cytokine stabilization within double emulsion‐based polymeric nanoparticles by Emily R. Rhodes, Nicole B. Day, Emma C. Aldrich, C. Wyatt Shields IV, Kayla G. Sprenger

“…Experimentally, we found that hIL‐12 bioactivity is retained when released from particles in which albumin is added to the aqueous phase in molar excess to hIL‐12 and sufficient time is allowed for albumin‐hIL‐12 binding. Findings from this work have implications in establishing design principles to enhance the stability of cytokines and other unstable proteins in particles formed by double emulsification for improved stability and therapeutic efficacy.…”
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Ensemble Learning for Three-dimensional Medical Image Segmentation of Organ at Risk in Brachytherapy Using Double U-Net, Bi-directional ConvLSTM U-Net, and Transformer Network by Soniya Pal, Raj Pal Singh, Anuj Kumar

“…This combination enables efficient and accurate segmentation, surpassing human expert performance in both time and accuracy.…”
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Socioeconomic differences in inpatient care expenditure in the last year of life among older people: a retrospective population-based study in Stockholm County by Bo Burström, Nicola Orsini, Megan Doheny, Pär Schön, Anders Walander, J Agerholm

“…Incurring higher ICE at the 95th percentile was driven by greater morbidity (SEK20 333, 95% CI SEK12 673 to SEK29 993) and emergency department care visits (SEK77 995, 95% CI SEK64 442 to SEK79 549), while lower ICE across the distribution was associated with older age and residing in institutional care.Conclusion Gaining insight into patterns of healthcare expenditure in the last year of life has important implications for policy, particularly as socioeconomic differences were visible in ICE at a time of greater care need for all. Future policies should focus on engaging in advanced care planning and strengthening the coordination of care for older people.…”
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Clinical value of motor function of digestive system investigation: past, present and future by A. S. Trukhmanov, O. A. Storonova, V. T. Ivashkin

“…To study motor function of the colon and anorectal area defecography, intestinal transit time investigation with application of radioactive labels, balloon expulsion test, sphincter profilometry, large intestine manometry by solid-state catheter and other studies are performed. …”
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Multi-Physical Field Coupling Analysis of Electro-Controlled Permanent Magnet Blank Holder Processes Considering Thermal Magnetic Losses by Zhanshan Wang, Linyuan Meng, Gaochao Yu, Xiaoyu Ji

“…Therefore, in practical applications, it is necessary to establish a real-time temperature monitoring system and develop a temperature-based magnetic force compensation module.…”
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Effect of vasopressin on the expression of genes for key enzymes of interstitial hyaluronan turnover and concentration ability in WAG rat kidneys by L. N. Ivanova, A. V. Babina, G. S. Baturina, L. E. Katkova

“…The interstitium of the renal inner medulla contains abundant linear negatively charged glycosaminoglycan hyaluronan (HA), which affects the water flow depending on their polymeric state. Using real-time RT-PCR, we tested the assumption that the renal hyaluronan may be involved in the longterm vasopressin effect on water reabsorption. …”
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Particle Flow Analysis of Macroscopic and Mesoscopic Failure Process of Salt Rock under High Temperature and Triaxial Stress by Haoran Li, Ziheng Wang, Dekang Li, Yajun Zhang

“…In order to reveal the mechanism of thermal-induced deformation and fracture development of salt rock under high temperature, the particle flow program PFC2D was used to study the triaxial compression failure process of salt rocks under different temperatures; at the same time, a combination model of Burge and Linearpbond was proposed to simulate plastic deformation and heat conduction of salt rock. …”
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Application of simulated annealing algorithm in multi-objective cooperative scheduling of load and storage of source network for load side of new power system by Xinming Wang, Huayang Liang, Xiaobo Jia, Shihui Li, Shengyang Kang, Yan Gao

“…The experimental results show that after 400 iterations, the control convergence accuracy of the proposed method reaches 0.980, which is significantly better than that of the comparison method, and performs well in terms of scheduling efficiency improvement, load scheduling stability, scheduling time and energy waste ratio, proving that the method has good multi-objective integration and strong optimization ability in the scheduling process, and improves the load balanced scheduling and adaptive control ability of the power system.…”
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