An adaptive spatiotemporal dynamic graph convolutional network for traffic prediction by Zhiguo Xiao, Qi Shen, Changgen Li, Dongni Li, Qian Liu

“…Concurrently, the model synergistically integrates dynamic graphs with gated recurrent units to achieve joint modeling of complex spatiotemporal dependencies. …”
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Asymmetric Spread Analysis of Heart Rate Variability in XC Mountain Biking During a 20-Minute Autonomic Profile Test by Luis Javier Tafur-Tascón, María José Martínez-Patiño, Yecid Mina-Paz

“…Asymmetrical propagation of heart rate was observed, with a greater deceleration pattern after postural changes and effort and a symmetrical acceleration pattern in these two phases. …”
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E INFLUENCE OF IF-CHANNEL INHIBITION ON HEART RATE VARIABILITY IN PATIENTS POST CORONARY BYPASS SURGERY BY THE TEST WITH FIXED RESPIRATION TEMPO by I. V. Kochetkova, T. M. Chernykh

“…To assess the  dynamics  of heart  rate  variability (HRV) parameters under treatment by ivabradine in patients with stable angina after coronary bypass surgery (CBG) with test of fixed respiration tempo (FRT).Material and methods. …”
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The Role of the Autonomic Nervous System on Cardiac Rhythm during the Evolution of Diabetes Mellitus Using Heart Rate Variability as a Biomarker by Alondra Albarado-Ibañez, Rosa Elena Arroyo-Carmona, Rommel Sánchez-Hernández, Geovanni Ramos-Ortiz, Alejandro Frank, David García-Gudiño, Julián Torres-Jácome

“…Heart rate variability (HRV) is highly influenced by the Autonomic Nervous System (ANS). …”
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Determinants, barriers, and concepts of husband’s involvement in antenatal care among women in Pakistan by Javeria Khan, Sidra Abid, Sarwat Mumtaz

“…Although maternal mortality rates have shown a steady decrease over the last few years, they remain high, indicating low levels of ANC utilization and involvement (4). …”
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SPATIOTEMPORAL VARIABILITY OF TARGET-SPECIES IN TUNA AND TUNA-LIKE FISHING IN BRAZIL by Silvaneide Luzinete RODRIGUES, Vívian Graziela Oliveira CARNEIRO, Ana Júlia Rufino de FREITAS, Humber Agrelli de ANDRADE

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Group housing increases alertness and social interaction compared to traditional single stabling in two-year-old sport horse stallions during pretraining by L. Kroschel, F. Pilger, J. Aurich, C. Nagel, C. Aurich

“…Stallions were 24 months old and housed either in a group stable (Group 24, n = 9) or in individual boxes (Box 24, n = 10), or they were 30 months of age and housed in individual boxes (Box 30, n = 10). Cortisol, heart rate, heart rate variability (HRV), body development, injuries and selected behaviour patterns were analysed (1) at transfer from pasture to stable and (2) thereafter, repeatedly during pretraining. …”
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Comparison of oncological outcomes and complication rate between radical hysterectomy and concurrent chemoradiotherapy in stage IIICr cervical cancer without parametrial invasion by Hee Yeun Yoon, Jong Mi Kim, Yoon Young Jeong, Yoon Hee Lee, Min Ju Kim, Yoon Seok Choi, Jung Min Ryu, Gun Oh Chong

“…Oncological outcomes, complication rates, and recurrence patterns were analyzed and compared between the two groups. …”
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Sickness absence rates in NHS England staff during the COVID-19 pandemic: Insights from multivariate regression and time series modelling. by Ewan McTaggart, Itamar Megiddo, John Bowers, Adam Kleczkowski

“…In this study, we use publicly available data to investigate the impact of the COVID-19 pandemic on sickness absence rates among NHS England staff between June 2020 and 2022. …”
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Trends in Positive Urine Culture Rates and Antimicrobial Resistance in Non-Hospitalized Children from Western Romania: A Retrospective Observational Study by Constantin Catalin Marc, Maria Daniela Mot, Monica Licker, Delia Muntean, Daniela Teodora Marti, Ana Alexandra Ardelean, Alina Ciceu, Sergiu Adrian Sprintar, Daniela Adriana Oatis, Alin Gabriel Mihu, Tudor Rares Olariu

“…Near-complete susceptibility was observed for fosfomycin (99.71%) and nitrofurantoin (96.01%), while high susceptibility rates were also observed for ciprofloxacin (85.43%) and amoxicillin–clavulanic acid (75.05%). …”
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Intelligent Stress Detection Using ECG Signals: Power Spectrum Imaging with Continuous Wavelet Transform and CNN by Rodrigo Mateo-Reyes, Irving A. Cruz-Albarran, Luis A. Morales-Hernandez

“…This study proposes a model based on depth-separable convolutional neural networks (DSCNN) to analyze heart rate variability (HRV) and detect stress. Electrocardiogram (ECG) signals are pre-processed to remove noise and ensure data quality. …”
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Evaluation of growth performances of crossbreds and backcrossbreds with purebreds Nishikigoi and Hungarian carp (Cyprinus carpio) by Vander Bruno Santos, Lucas Rosan Furquim

“…Fish were fed four times a day at the rate of 5%–7% of biomass with the same specific diet for each growth stage. …”
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Normal Expiratory Flow Rate and Lung Volumes in Patients with Combined Emphysema and Interstitial Lung Disease: A Case Series and Literature Review by Karen L Heathcote, Donald W Cockcroft, Derek A Fladeland, Mark E Fenton

“…Pulmonary function tests in patients with idiopathic pulmonary fibrosis characteristically show a restrictive pattern including small lung volumes and increased expiratory flow rates resulting from a reduction in pulmonary compliance due to diffuse fibrosis. …”
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Mathematical analysis of scrub typhus seasonal infection with re-scaled transmission rate considering Northeast India reported data from 2010 to 2022 by Biplab Dhar, Mohammad Sajid

“…We propose a Host-Vector model, a first of its kind, with a significant modification in the disease infection transmission rate. Our work aims to investigate a mathematical model by Atangana-Baleanu fractal-fractional operator that has seasonal pattern incorporating 2010–2022 data. …”
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Robot assisted sentinel lymph node biopsy using indocyanine green combined with carbon nanoparticles staining improved detection rates in breast cancer by Qinbo Wang, Qingyu Yang, Zuxiao Chen, Zongyan Li, Xiaoyan Fu, Yunxiang Luo, Yonghai Guo, Haiyan Li

“…Notably, CNSI staining was negative in two cases within the ICG + CNSI group, while one patient exhibited a false-negative staining pattern. Five instances of effusion and one case involving bleeding were reported; no significant differences emerged concerning postoperative complications, including breast drainage or hospital stay length, significant differences arose within numerical pain rating scale scores when comparing robot-assisted SLN biopsy positive versus negative groups (p = 0.021 < 0.05). …”
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SCIENTIFIC AND METHODOLOGICAL BACKGROUND OF ANTI-CANCER ACTIVITIES ON THE BASISOF EPIDEMIOLOGICAL STUDIES IN LARGE INDUSTRIAL REGION by I. R. Rakhmatullina, A. M. Khanov, O. N. Lipatov, K. Sh. Gantsev, G. Kh. Akhmadullina, Sh. R. Kzyrgalin

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Differences in Larval Microhabitat Between Two Cryptic, Sympatric Salamander Species (<i>Desmognathus folkertsi</i> and <i>D. amphileucus</i>) in Northeastern Georgia, USA by Carlos D. Camp, Erick M. Fortner

“…We also found a significant difference between species in flow rate. We found no differences in any other variable that explained larval distribution patterns. …”
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Older adults looking at dog pictures - psychobiological effects by Catia Correia-Caeiro, Teresa Romero, Kun Guo, Daniel S. Mills

“…Therefore, in this study we tested if looking at static dog images could have physiological and/or psychological effects in older adults, by collecting salivary oxytocin, heart rate, optimism scores, testing cooperativeness/competitiveness, and examining gaze patterns when looking at dog pictures in three conditions: dogs facing the observer, dogs facing sideways, or control pixelated pictures. …”
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EEG–fNIRS signal integration for motor imagery classification using deep learning and evidence theory by Mohammed E. Seno, Niladri Maiti, Maulik Patel, Mihirkumar M. Patel, Kalpesh B. Chaudhary, Ashish Pasaya, Babacar Toure

“…For EEG signals, spatiotemporal features are extracted using dual-scale temporal convolution and depthwise separable convolution, and a hybrid attention module is introduced to enhance the network's sensitivity to salient neural patterns. For fNIRS signals, spatial convolution across all channels is employed to explore activation differences among brain regions, and parallel temporal convolution combined with a gated recurrent unit (GRU) captures richer temporal dynamics of the hemodynamic response. …”
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Short Text Classification Based on Enhanced Word Embedding and Hybrid Neural Networks by Cunhe Li, Zian Xie, Haotian Wang

“…Furthermore, we propose a dual-channel hybrid model based on a Gated Convolutional Neural Network (GCNN) and Bidirectional Long Short-Term Memory (BiLSTM), which jointly captures local features and long-range global dependencies. …”
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