Accurate hourly AQI prediction using temporal CNN-LSTM-MHA+GRU: A case study of seasonal variations and pollution extremes in Visakhapatnam, India by Sreenivasulu T, Mokesh Rayalu G

“…The framework amalgamates one-dimensional Convolutional Neural Networks (1D CNN) for the extraction of short-term patterns, Long Short-Term Memory (LSTM) integrated with Multi-Head Attention (MHA) to encapsulate long-term dependencies, and Gated Recurrent Unit (GRU) for the refinement of residual errors. …”
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Integrated OVMD-BiGRU-SMAC Framework for Forecasting Construction Accidents in the Kingdom of Saudi Arabia by Badr T. Alsulami, Afaq Khattak

“…These IMFs are individually forecasted using Bidirectional Gated Recurrent Unit (BiGRU) models, which are capable of learning sequential patterns in both temporal directions. …”
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Memory-augment graph transformer based unsupervised detection model for identifying performance anomalies in highly-dynamic cloud environments by Huangyining Gao, Ruyue Xin, Peng Chen, Xi Li, Ning Lu, Peng You

“…Additionally, we introduce a novel dynamic gated memory module to guide the Transformer encoder in extracting hidden features, thereby enhancing the model’s robustness to varying data patterns in dynamic cloud environments. …”
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Longitudinal Changes in Kidney Solute Clearance in a Prospective Cohort of Patients Initiating Chronic Hemodialysis by Tammy L. Sirich, Zijian Tan, Benjamin R. Highland, Zhidong Lin, Gregory B. Russell, Mariana Murea

“…Urine volume declined at a steady rate with median (quartile 1, quartile 3) percentage change relative to baseline of −10% (−36 to 29) at week 6 and −47% (−76 to 5) by week 48. …”
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Essential Oil Composition of Endemic Sideritis leptoclada O. Schwarz& P. H. Davis (Lamiaceae) from Turkey by Using Two-Dimensional Gas Chromatography-Time-of-Flight Mass Spectromet... by Gürkan SEMİZ, Mustafa Zafer ÖZEL

“…Sideritis genus is present by 46 species in Turkey with high endemism rate (ca. 82%). The chemical composition of essential oil obtained from the aerial parts of endemic Sideritis leptoclada O. …”
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Network analysis and experimental validation to investigate chenpi against functional dyspepsia through TLR4/MyD88 by regulating the gut microbial structure by Jinfang Hu, Jinfang Hu, Xu Wang, Xiaoqiu Guo, Wen Wen, Jin Xue, Zhengzheng Liao, Zhengzheng Liao, Lihua Chen

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Mitigation of Optical Interference Noise by Optical Carrier Cancelation in Self-Coherent Reflective PON Uplink Transmission by Soo-Min Kang, Kyoung-Hak Mun, Sang-Min Jung, Sang-Kook Han

“…Under the conditions of higher fiber input power and longer transmission distance, a remarkable improvement in transmission performance in terms of the eye-pattern and bit-error-rate was achieved.…”
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Efficacy of switching from originator adalimumab to biosimilar adalimumab-AACF in patients with axial spondyloarthritis: a 12-month observational study by Fanny Alcira Reyes Neira, Barbara Bayeh, Karina Rossi Bonfiglioli, Nadia Emi Aikawa, Ana Paula Luppino Assad, Renata Miossi, Fernando Henrique Carlos de Souza, Carlos Emilio Insfrán, Henrique Ayres Mayrink Giardini, Emily Figueiredo Vieira Neves Yuki, Eloisa Bonfa, Carla Gonçalves Schahin Saad, Ana Cristina de Medeiros-Ribeiro, Julio Cesar Bertacini de Moraes, Andrea Yukie Shimabuco

“…Ankylosing Spondylitis Disease Activity Score (ASDAS)-CRP remained stable when comparing T0 to T6 [1.56 (± 0.88) vs. 1.50 (± 0.82), P = 0.73] and T12 [1.56 (± 0.88) vs. 1.26 (± 0.86), P = 0.13]. A similar pattern was observed for ASDAS-erythrocyte sedimentation rate (ESR; P > 0.05) and Bath Ankylosing Spondylitis Disease Activity Index (BASDAI; P > 0.05). …”
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Machine learning models for predicting multimorbidity trajectories in middle-aged and elderly adults by Li Yao, Qiaoxing Li, Zihan Zhou, Jiajia Yin, Tingrui Wang, Yan Liu, Qinqin Li, Lu Xiao, Dongliang Yang

“…The study identified three key factors—baseline disease counts, self-rated Activities of Daily Living (ADL), and self-rated health status—as critical predictors of multimorbidity trajectories.…”
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The Outcomes of Delayed Revascularization in Lower Extremity Vascular Injury: A Retrospective Cohort Study by Chai KS, Faisham WI, Wan-Sulaiman WA, Rosli MA, Mat-Saad AZ, Jusoh MH, Paiman M, Halim AS

“…The commonest injury pattern was contusion with thrombosis (n=31, 52.5%). …”
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Modern Percutaneous Hallux Valgus Surgery for Revision of Recurrent Hallux Valgus by Andreas Kurt Toepfer MD PhD, Pawel Chomej MD, Pablo Mococain MD, Henryk Liszka MD PhD, Robbie Ray MBChB, ChM(TO), FRCSed(Tr&Orth), FEBOT, Tom Lewis MBChB (Hons) BSc. (Hons) MFSTEd FRCS(Tr&Orth), Peter Lam MBBS (Hons), FRACS, FAOA, David Gordon MB ChB, MRCS, MD, FRCS (Tr&Orth)

“…Results: The complication rate was 21%. Most complications could be managed non-surgically. …”
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Tuberculosis Treatment Outcomes and Its Predictors among Tuberculosis Patients Registered at Tefera Hailu Memorial General Hospital, Sekota Town, Northeast Ethiopia: A Seven-Year R... by Habtu Debash, Jemberu Nega, Habtye Bisetegn, Gebru Tesfaw, Daniel Getacher Feleke, Hussen Ebrahim, Alemu Gedefie, Mihret Tilahun, Ousman Mohammed, Ermiyas Alemayehu, Melaku Ashagrie Belete, Abdurahaman Seid, Agumas Shibabaw

“…The overall treatment success rate among TB patients was 93.8%. The maximum number of successful treatment outcomes was 94.9% in 2021, while the lowest was 86.7% in 2020. …”
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Evaluation of milking performance following 2 different teat-preparation routines by H.J. Williams, D.H. Grove-White, R. Ridgway, N.J. Connolly, R. Puentes-Garrido, C. Watson

“…Parameters extracted from electronic on-farm milk meters included milk yield (kg), milking unit on time (MUOT; s), average milk flow rate (kg/min), maximum milk flow rate (kg/min), milk yield in the first 2 min (kg), percentage of total milk yield in the first 2 min (%), and occurrence of bimodal milking. …”
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Combining Hepatic Arterial Interventional Therapies with Lenvatinib and Programmed Cell Death-1 Inhibitors for Hepatocellular Carcinoma with Portal Vein Tumor Thrombosis: A Single-... by Shen X, Shao T, Yu J, Zhang Z

“…After PSM, there were 74 patients per group, the H-L-P group showed significantly better median OS (19 months vs 14 months, p < 0.001) and median PFS (10 months vs 4 months, p < 0.001) than L-P group; higher objective response rate (ORR) (37.8% vs 16.2%, p < 0.001) and disease control rate (DCR) (78.4% vs 47.3%, p < 0.001) were observed in the H-L-P group. …”
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Geochemical Characteristics and Thermal Evolution History of Jurassic Tamulangou Formation Source Rocks in the Hongqi Depression, Hailar Basin by Junping Cui, Wei Jin, Zhanli Ren, Hua Tao, Haoyu Song, Wei Guo

“…During the Late Jurassic to Early Cretaceous, the Hongqi Depression experienced significant fault-controlled subsidence and sedimentation, with a maximum sedimentation rate of 340 m/Ma, accompanied by intense volcanic activity that created a high-temperature geothermal gradient of 40–65 °C/km, with paleotemperatures exceeding 140 °C and a heating rate of 1.38–2.02 °C/Ma. …”
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A ten-year trend analysis of malaria prevalence at Sunyani Municipal Hospital, Ghana by Antwi Joseph Barimah, Rebecca Dorcas Commey, Nyantakyiwaa Duah Salomey, James Dumba, Yaw Boakye Nketiah, Bernard Opoku Amoah, Larry Agyemang, Tweneboah Yvonne Ofosua, Deborah Arhinful, Gyamfi Opoku Sandra

“…Although there is a mixed but decreased trend, the region’s confirmed malaria case rate is nevertheless concerning and indicates a substantial public health burden. …”
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RETRACTED ARTICLE: Novel adjuvant nano-vaccine induced immune response against Acinetobacter baumannii by Tohid Piri-Gharaghie, Abbas Doosti, Seyed Abbas Mirzaei

“…However, in HEK-293 human cells, by increasing the concentration of CpG ODN (C274) from 1 to 50 μg/ml, the activation rate of TLR-9 also increased, so that the highest activation rate (81%) was obtained at the concentration of 50 μg/ml (***P < 0.001). pDNA-CPG C274/CSNPs immunized BALB/c mice produced increased amounts of total-IgG, as well as IFN-γ and IL-1B in serum samples, compared to non-encapsulated pDNA-CPG C274. …”
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The Role of Axillary Lymph Node Dissection in Breast Cancer Patients With Residual Nodal Disease After Receiving Neoadjuvant Chemotherapy by Kristina Shaffer, Lilian Harris, Lori Gentile, Amelia Merrill, Lori Kellam, Michelle Fillion, Peter Turk

“…Conversely, there was a significantly increased rate of lymphedema in the ALND, 57.9%, vs the SLNB group, 35.3% ( P  = 0.03). …”
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A Novel Deployment Scheme Based on Three-Dimensional Coverage Model for Wireless Sensor Networks by Fu Xiao, Yang Yang, Ruchuan Wang, Lijuan Sun

“…Experimental results show that, compared with traditional random method, sensor nodes number is reduced effectively while coverage rate of monitor area is ensured using our coverage pattern and deterministic deployment scheme.…”
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A correlation research of Ki67 index, CT features, and risk stratification in gastrointestinal stromal tumor by Huali Li, Gang Ren, Rong Cai, Jian Chen, Xiangru Wu, Jianxi Zhao

“…Abstract Background and Objectives Recurrence and metastasis are the most important factors affecting the quality of life and survival rate of patients with gastrointestinal stromal tumors (GISTs). …”
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