Ensemble machine learning-based extrapolation of Penman-Monteith-Leuning evapotranspiration data by Vahid Nourani, Ramin Ahmadi, Yongqiang Zhang, Dominika Dąbrowska

“…This study applies several machine learning (ML) models—including a backpropagation neural network (BPNN), an adaptive neuro-fuzzy inference system (ANFIS), support vector regression (SVR), and long short-term memory (LSTM)—to simulate PML-V2 ET in the Ahar Chay basin, Northwestern Iran. …”
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An LDPC Encoder Architecture With Up to 47.5 Gbps Throughput for DVB-S2/S2X Standards by Decai Liu, Yanfei Luo, Yunfeng Li, Zhijie Wang, Zhengxuan Li, Qianwu Zhang, Junjie Zhang, Yingchun Li

“…However, due to the large block size, most of the architectures proposed so far use Random Access Memory (RAM) to store and update the encoding results, and the delay caused by address-controlled read and write operations and barrel shift during computation inevitably limits the upper bound of encoder throughput. …”
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Cognitive, linguistic, and methodological considerations in teaching professional vocabulary to information technology (IT) students. by V. Borshchovetska, T. Harbuza, A. Durdas, V. Semidotska

“…The authors emphasize the effectiveness of the cognitive approach to vocabulary acquisition, which implies consideration of the role of memory and the identification of mechanisms and models of vocabulary processing. …”
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The Role of Inflammation in Crohn’s Disease Recurrence after Surgical Treatment by B. Sensi, L. Siragusa, C. Efrati, L. Petagna, M. Franceschilli, V. Bellato, A. Antonelli, C. Arcudi, M. Campanelli, S. Ingallinella, A. M. Guida, A. Divizia

“…The immune system plays a pivotal role in CD POR, with many different factors involved. Memory T-lymphocytes retained in mesenteric lymph nodes seem to represent the main driving force. …”
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The emerging role of glycine receptor α2 subunit defects in neurodevelopmental disorders by Sean D. Fraser, Sean D. Fraser, Robert J. Harvey, Robert J. Harvey

“…As a result, microcephaly is observed in newborn Glra2 knockout mice, as well as defects in neuronal morphology, increased susceptibility to seizures, and defects in novel object recognition, motor memory consolidation, righting reflexes, novelty-induced locomotion in the open field test, and motivational reward tasks. …”
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A new regional reference evapotranspiration model based on quantile approximation of meteorological variables by Guomin Huang, Jianhua Dong, Lifeng Wu, Jingwei Luo, Rangjian Qiu, Yaokui Cui, Yicheng Wang

“…Specifically, the RMSE decreased by 6.4–7.1 %, the Normalized RMSE (NRMSE) decreased by 5.5–7.3 %, computation time was reduced by 18.4–21.8 times, and spatial memory usage was reduced by 147–211 %. These improvements make the proposed method more efficient and scalable, particularly for regional applications in data-scarce areas.…”
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Iron induces blood-brain barrier alteration contributing to cognitive impairment in β-thalassaemia mice by Parinda Jamrus, Nuttanan Pholngam, Benjaporn Kiatpakdee, Kittikun Viwatpinyo, Jim Vadolas, Sukonthar Ngampramuan, Saovaros Svasti, Pornthip Chaichompoo

“…While β-thalassaemia mice with low baseline iron show cognitive impairment at 22 months, equivalent to 70–80 human years, heavy iron overload accelerated cognitive decline, leading to impaired spatial learning and memory by 12 months, equivalent to 35–40 human years, in both β-thalassaemia and wild-type mice. …”
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Injuries in Left Corticospinal Tracts, Forceps Major, and Left Superior Longitudinal Fasciculus (Temporal) as the Quality Indicators for Major Depressive Disorder by Ziwei Liu, Lijun Kang, Aixia Zhang, Chunxia Yang, Min Liu, Jizhi Wang, Penghong Liu, Kerang Zhang, Ning Sun

“…FMa FA was significantly positively correlated with delayed memory score (r=0.43, P=0.031), and RILF FA was significantly negatively correlated with the FSS score (r=−0.42, P=0.028). …”
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Adverse Events of Antiepileptic Drugs Using Indonesian Version of Liverpool Adverse Events Profile by Astri Budikayanti, Lubna Muhammad Qadri, Zakiah Syeban, Luh Ari Indrawati, Fitri Octaviana

“…The most common AEs were tiredness (67.8%), sleepiness (66.7%), memory problems (62.2%), and difficulty in concentrating (56.7%). …”
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From fibrosis to granuloma: drug induced systemic sarcoidosis-like reaction after rituximab in a patient with primary Sjögren’s syndrome by Rui Rua Coelho, Sara Xavier Pires, José Ricardo Brandão, Inês Furtado

“…Findings show a decrease of B memory cells and an increase in naïve and active subsets of regulatory B cells in sarcoidosis patients, which resembles the repopulation with naïve B cells after treatment with rituximab. …”
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Different immunological characteristics of asymptomatic and symptomatic COVID-19 patients without vaccination in the acute and convalescence stages by Li Li, Xin Zhang, Huimin Yan, Muwei Dai, Huixia Gao, Yuling Wang, Ping Jiang, Erhei Dai

“…Further analysis of the subsets of major immune cell types in COVID-19 patients with different clinical presentations in different stages showed that in the acute stages of disease progression, the T helper cell 1 (Th1), IgD+ B and neutrophil subsets increased in COVID-19 patients, especially in symptomatic patients, while the central memory CD4+T cells (CD4 TCM), mucosa-associated invariant T (MAIT) and NK cell subsets decreased significantly, especially in symptomatic patients. …”
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Dynamic reconfiguration of default and frontoparietal network supports creative incubation by Ziyi Li, Ze Zhang, Tengteng Tan, Jing Luo

“…Using an incubation paradigm, we temporarily disengaged participants from the initial creative ideation task and required them to conduct two different distraction activities (moderately-demanding: 1-back working memory task, non-demanding: 0-back choice reaction time task), then returned them to the previous creative task. …”
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4,6-Disubstituted pyrimidine-based microtubule affinity-regulating kinase 4 (MARK4) inhibitors: synthesis, characterization, in-vitro activity and in-silico studies by Ashanul Haque, Khalaf M. Alenezi, Mohd. Saeed Maulana Abdul Rasheed, Md. Ataur Rahman, Saleha Anwar, Shahzaib Ahamad, Dinesh Gupta

“…IntroductionAlzheimer’s disease (AD) is a neurodegenerative disorder that significantly impacts the cognitive function and memory of a person. Despite the significant research efforts, the ability to completely prevent or effectively treat AD and its related dementias remains limited. …”
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Chaos Game Optimization with stacked LSTM sequence to sequence autoencoder for malware detection in IoT cloud environment by Moneerah Alotaibi, Ghadah Aldehim, Mashael Maashi, Mashael M. Asiri, Faheed A.F. Alrslani, Sultan Refa Alotaibi, Ayman Yafoz, Raed Alsini

“…Besides, the stacked long short-term memory sequence-to-sequence autoencoder (SLSTM-SSAE) approach was exploited for malware classification and detection. …”
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Artificial intelligence-driven ensemble deep learning models for smart monitoring of indoor activities in IoT environment for people with disabilities by Munya A. Arasi, Hussah Nasser AlEisa, Amani A. Alneil, Radwa Marzouk

“…For the detection of indoor activities, the proposed MOEM-SMIADP model utilizes an ensemble of three classifiers, namely the graph convolutional network model, long short-term memory sequence-to-sequence (LSTM-seq2seq) method, and convolutional autoencoder. …”
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Dual-hybrid intrusion detection system to detect False Data Injection in smart grids. by Saad Hammood Mohammed, Mandeep S Jit Singh, Abdulmajeed Al-Jumaily, Mohammad Tariqul Islam, Md Shabiul Islam, Abdulmajeed M Alenezi, Mohamed S Soliman

“…Additionally, the IDS employs a hybrid deep learning classifier that integrates Convolutional Neural Networks (CNN) and Long Short-Term Memory (LSTM) networks to capture the smart grid data's spatial and temporal features. …”
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Rare Manifestation of a c.290 C>T, p.Gly97Glu VCP Mutation by Nivedita U. Jerath, Cameron D. Crockett, Steven A. Moore, Michael E. Shy, Conrad C. Weihl, Tsui-Fen Chou, Tiffany Grider, Michael A. Gonzalez, Stephan Zuchner, Andrea Swenson

“…With long-standing pes cavus and toe walking, our patient developed progressive weakness, cramps, memory loss, and paresthesias at age 52. An axonal sensorimotor neuropathy was found upon repeated testing at age 58. …”
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Combining machine learning algorithms for bridging gaps in GRACE and GRACE Follow-On missions using ERA5-Land reanalysis by Jaydeo K. Dharpure, Ian M. Howat, Saurabh Kaushik, Bryan G. Mark

“…Unlike previous studies, we use a combination of Machine Learning (ML) methods—Random Forest (RF), Support Vector Machine (SVM), eXtreme Gradient Boosting (XGB), Deep Neural Network (DNN), and Stacked Long-Short Term Memory (SLSTM)—to identify and efficiently bridge the gap between GRACE and GFO by using the best-performing ML model to estimate TWSA at each grid cell. …”
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Temporal waveform denoising using deep learning for injection laser systems of inertial confinement fusion high-power laser facilities by Wei Chen, Xinghua Lu, Wei Fan, Xiaochao Wang

“…For the pulse shaping system of the SG-II-up facility, we propose a U-shaped convolutional neural network that integrates multi-scale feature extraction capabilities, an attention mechanism and long short-term memory units, which effectively facilitates real-time denoising of diverse shaping pulses. …”
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Exosomes of Antler Mesenchymal Stem Cells Improve Postoperative Cognitive Dysfunction in Cardiopulmonary Bypass Rats through Inhibiting the TLR2/TLR4 Signaling Pathway by Chun Yang, Shengnan Sun, Qi Zhang, Jia Guo, Tengfei Wu, Ying Liu, Min Yang, Yan Zhang, Yinghua Peng

“…Postoperative cognitive dysfunction (POCD) is a severe complication of cardiopulmonary bypass (CPB) and has common characteristics such as acute cognitive dysfunction, impaired memory, and inattention. Mesenchymal stem cells (MSCs) are multipotent cells that have therapeutic potentials mainly through paracrine action via secreting growth factors and cytokines. …”
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