CRYPTOCURRENCY TIME SERIES FORECASTING MODEL USING GRU ALGORITHM BASED ON MACHINE LEARNING by Melina Melina, Sukono Sukono, Herlina Napitupulu, Norizan Mohamed, Yulison Herry Chrisnanto, Asep ID Hadiana, Valentina Adimurti Kusumaningtyas

“…The high fluctuation and volatility of cryptocurrency prices and the complexity of non-linear relationships in data patterns attract investors and researchers who want to develop accurate cryptocurrency price forecasting models. …”
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D4Care: A Deep Dynamic Memory-Driven Cross-Modal Feature Representation Network for Clinical Outcome Prediction by Binyue Chen, Guohua Liu

“…In addition, we also introduce a memory-aware constrained layer normalization to alleviate the challenges of multi-modal feature heterogeneity. Besides, we use gating mechanisms and dynamic memory components to enable the model to learn feature information of different historical-current patterns, further improving the model’s performance. …”
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Genetic and clinical characteristics of catecholaminergic polymorphic ventricular tachycardia in a Taiwanese nationwide cohort by Grace Chia-Yen Hsu, Mei-Hwan Wu, Jing-Yuan Chuang, Shuenn-Nan Chiu, Ming-Tai Lin, Ling-Ping Lai, Shih-Fan Sherri Yeh, Sheng-Fu Liu, Ting-Tse Lin, Fu-Tien Chiang, Jyh-Ming Jimmy Juang

“…Among the 29 Taiwanese patients with CPVT-related gene mutations, 55% had RYR2 mutations, a rate similar to other ethnicities. Three out of 12 RYR2 variants were unreported. …”
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Predicting hydrocarbon reservoir quality in deepwater sedimentary systems using sequential deep learning techniques by Xiao Hu, Jun Xie, Xiwei Li, Junzheng Han, Zhengquan Zhao, Hamzeh Ghorbani

“…Three sequential deep learning models—Recurrent Neural Network and Gated Recurrent Unit—were developed and optimized using the Adam algorithm. …”
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Effect of Different Commercial Fertilizers, Harvest Date, and Storage Time on Two Organically Grown Blackberry Cultivars: Physicochemical Properties, Antioxidant Properties, and Su... by George Cavender, Mingyang Liu, Javier Fernandez-Salvador, Deborah Hobbs, Bernadine Strik, Balz Frei, Yanyun Zhao

“…In this study, “Obsidian” and “Triple Crown” blackberries (both Rubus hybrids) were cultivated organically and fertilized with either soy meal, fish emulsion/hydrolysate blend, or processed poultry litter fertilizers at a fixed rate. Fruits were hand-harvested three times during their peak production period and stored at 4°C and 85% RH for up to 12 d. …”
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RETRACTED ARTICLE: Comprehensive investigations of mixed convection of Fe–ethylene-glycol nanofluid inside an enclosure with different obstacles using lattice Boltzmann method by Chenqi Fu, Amin Rahmani, Wanich Suksatan, S. M. Alizadeh, Majid Zarringhalam, Supat Chupradit, Davood Toghraie

“…Consequently, in each state where a better flow mixture and lower depreciation of fluid velocity components, due to the penetration of lid movement and buoyancy force, occurs higher heat transfer rate is accomplished. Furthermore, it is shown that when Ri = 0.1, the effect of cavity angle is more important but when Ri = 10, the effect of the position of obstacle is more visible.…”
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Dynamic relationship among China's economic development, food safety and health production from a global perspective by Minjie Teng, Minjie Teng, Hua Wei, Hua Wei, Qunshan Tao, Qunshan Tao

“…Such a model is essential to gain deeper insights into the complex interplay among economic development, food safety, and health production.MethodsUsing panel data from 30 provinces in China (2017–2020), we integrated economic development, food safety, and health production into a unified efficiency assessment framework.ResultsOur findings reveal that China's overall efficiency is low (0.504), with significant regional heterogeneity, presenting a pattern of high in the east and low in the west; the efficiency of economic development (0.288) significantly lags behind the efficiency of health production (0.694); and the efficiency of food safety risk control is weak (the efficiency of food inspection failure rate, the number of foodborne illness incidents and patients are 0.694, 0.368, and 0.428, respectively).DiscussionThe DNSBM model breaks through the limitations of traditional static analysis and provides a dynamic assessment tool for emerging economies to reconcile the contradiction of “economic growth resource consumption public health”. …”
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Influence of Introduction and Cultivation on the Content of Active Ingredients and Elements in Gastrodia elata by Weijin HUANG, Yufan LIANG, Dan TANG, Qi ZHANG, Dongdong LIU, Qiuying WANG

“…The heavy metal content of G. elata from various regions complied with national standards, and there was no universal pattern in element across different production areas. …”
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Modulatory effect of dianthrone rich alcoholic flower extract of Cassia auriculata L. on experimental diabetes by Syed Zameer Ahmed Khader, Sidhra Syed Zameer Ahmed, Senthil Kumar Balasubramanian, Thanga kumar Arunachalam, Geetha Kannappan, Mohamed Rafi Mahboob, Ponmurugan Ponnusamy, Kishore Ramesh

“…Background: Diabetes is rapidly rising all over the world at an alarming rate and has changed from a mild disorder to major causes of mortality and morbidity in the youth and middle-aged people, and the prevalence is seen especially in six inhabited continents of the globe. …”
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Interobserver variability in the preoperative assessment of future liver remnant function using hepatobiliary scintigraphy by Kirsten de Vries, Jelmer E. Oor, Suomi M. G. Fouraschen, Marieke T. de Boer, Maarten W. Nijkamp, Erik Groot Jebbink, Gilles N. Stormezand, Simeon J. S. Ruiter

“…Abstract Background Post-hepatectomy liver failure (PHLF) is a serious complication following hepatic resection and associated with a high mortality rate. The risk of PHLF can be estimated pre-resection by assessing the function of the future liver remnant (FLR) using hepatobiliary scintigraphy (HBS). …”
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The Human IL-23 Decoy Receptor Inhibits T-Cells Producing IL-17 by Genetically Engineered Mesenchymal Stem Cells by Masoumeh Rostami, Kamran Haidari, Majid Shahbazi

“…The green fluorescent protein (GFP) positive transduction rate was up to 90%, and real-time PCR showed the expression level of RIL-23R. …”
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The Role of Spectral Focused Imaging (SFI) in Diagnosing Subtle Mucosal Changes in Patients with Ulcerative Colitis by Andreea DOBROMIRESCU, Simona-Andreea BALOSU, Adrian DUMITRU, Lucian NEGREANU

“…Conclusions: This pilot study showed that image-enhanced endoscopy using SFI might increase the rate of detection and demarcation for subtle inflammatory changes in the mucosa, correlating with potential histologic activity. …”
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Mesenchymal stromal cell therapy compared to SGLT2-inhibitors and usual care in treating diabetic kidney disease: A cost-effectiveness analysis. by Luke E Barry, Grainne E Crealey, Paul Cockwell, Stephen J Elliman, Matthew D Griffin, Alexander P Maxwell, Timothy O'Brien, Norberto Perico, Ciaran O'Neill

“…A threshold of $47,000 per quality-adjusted life year and a discount rate of 3% were used. The primary outcome measure was incremental net monetary benefit (INMB). …”
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On the Scales of Dynamic Topography in Whole‐Mantle Convection Models by M. Arnould, N. Coltice, N. Flament, V. Seigneur, R. D. Müller

“…We first identify the range of Rayleigh number, internal heat production rate and yield stress for which models generate plate‐like behavior, surface heat flow, surface velocities, and topography distribution comparable to Earth's. …”
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Ecological Dynamics of Volatile Organic Compound–Mediated Interactions in Aristolochia Contorta With Parasitoids and Herbivores by Si‐Hyun Park, Jae Yeon Jang, Hangah Lim, Sang‐Gyu Kim, Jae Geun Kim

“…Field surveys showed a 54.6% egg parasitism rate, with quadrats containing A. contorta and larvae attracting more Ooencyrtus spp. than those with the plant alone. …”
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Course of pancreatic necrosis on a background of major duodenal papilla stone by S. V. Mikhaylusov, Ye. V. Moiseyenkova, M. M. Misrokov

“…Form of PN does not affect infection rate. In treatment of biliary pancreatic necrosis duly decompression of major duodenal papilla is required.…”
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Temporary Pacing in the Correction of Drug-Induced Bradycardia by V. E. Khoronenko, N. A. Osipova, A. V. Butenko, Ye. V. Pervova, I. V. Drozdov

“…During CV therapy, bradycardia at a heart rate of 44 to 57 beats per min was identified in 71 (34.1%) patients. …”
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Prevalence of methicillin-resistant Staphylococcus aureus (MRSA) among patients with oral infections in Sana’a City-Yemen by Safa Al-Hammadi, Wadee Abdullah Al-Shehari, Wadhah Hassan Edrees, Ali Gamal Al-Kaf, Shuang Pan

“…In addition, the prevalence of MRSA was 37%. Moreover, a higher rate of MRSA was reported among females (51.4%), age groups 1–25 years old (32.4%), males with chronic periodontitis (27%), females with gingivitis (27%), and females with periodontal health (13.5%). …”
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Structural Behavior of Voided Fibrous Sustainable Ferrocement Slabs by Bashar H. Ismael, Sheelan Mahmoud Hama, Ziadoon Mohsin Ali, Mustafa Mohammed Aljumaily, Aymen Hameed Fayyadh, Mohamed Khalid AlOmar

“…The voids affected the ultimate strength slightly by 2 MPa, but when adding fibers, this loss in strength was restored and the strength of the voided slab increased by 10.7%. But the rate of decrease in strength capacity is unsignificant compared to the benefits obtained from creating a gap, which contributes to reducing dead weight and also creating a sound and heat-insulating surface. …”
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Comparison of the Pressure Support Mode of Anesthesic Respiratory and Resuscitation Ventilators by V. A. Pyzhov, K. N. Khrapov

“…However, in terms of the response rate of the trigger system, modern anesthesia machines (GE Avance S/2, GE Caretation 650, and GE Aisys CS2) are not significantly inferior to traditional ventilators, their trigger delay time is about 100 ms. …”
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