FBATCNet: A Temporal Convolutional Network With Frequency Band Attention for Decoding Motor Imagery EEG by Shuaishuai Ma, Jidong Lv, Wenjie Li, Yan Liu, Ling Zou, Yakang Dai

“…Finally, a temporal convolution block was utilized to capture advanced temporal features. The proposed model achieved accuracy of 84.73% on BCI Competition IV-2a (Dataset 1) and 66.06% on the private FMI dataset (Dataset 2). …”
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Voz territorial, despojo y resistencia a la expansión del extractivismo carbonífero en el sur de La Guajira by María Cecilia Roa-García, Alejandro Quecedo del Val, Nils Lagrève, Ana Manuela Amaya Morales

“…This article offers an original contribution by framing voice as a metaphysical category that captures the intimate bond between a people and their territory. …”
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Spatially Resolved Multiomics: Data Analysis from Monoomics to Multiomics by Changxiang Huan, Jinze Li, Yingxue Li, Shasha Zhao, Qi Yang, Zhiqi Zhang, Chuanyu Li, Shuli Li, Zhen Guo, Jia Yao, Wei Zhang, Lianqun Zhou

“…Moreover, the spatial resolution, high-throughput detection capability, capture efficiency, and compatibility with various sample types of omics technology have considerably advanced. …”
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Dynamics of salt intrusion in complex estuarine networks: an idealised model applied to the Rhine–Meuse Delta by B. Biemond, W. M. Kranenburg, W. M. Kranenburg, Y. Huismans, Y. Huismans, H. E. de Swart, H. A. Dijkstra

“…The model is able to capture the characteristics of the tide-dominated water level variations due to the main tidal component and the salinity time series for 1 year of observations. …”
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Defining the Need for Causal Inference to Understand the Impact of Social Determinants of Health: A Primer on Behalf of the Consortium for the Holistic Assessment of Risk in Transp... by Nrupen A. Bhavsar, PhD, Rachel E. Patzer, PhD, David J. Taber, PharmD, Katie Ross-Driscoll, PhD, Rhiannon Deierhoi Reed, PhD, Juan C. Caicedo-Ramirez, MD, Elisa J. Gordon, PhD, MPH, Roland A. Matsouaka, PhD, Ursula Rogers, BS, Wendy Webster, MBA, Andrew Adams, MD, PhD, Allan D. Kirk, MD, Lisa M. McElroy, MD

“…This is partially due to the unstandardized and incomplete capture of the complex interactions between patients, their neighborhood environments, the tertiary care system, and structural factors that impact access and outcomes. …”
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Data-driven modeling of open circuit voltage hysteresis for LiFePO4 batteries with conditional generative adversarial network by Lisen Yan, Jun Peng, Zeyu Zhu, Heng Li, Zhiwu Huang, Dirk Uwe Sauer, Weihan Li

“…The generator and discriminator are designed based on LSTM networks to capture the dependency of hysteresis on historical SOC and conditional information. …”
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scPharm: Identifying Pharmacological Subpopulations of Single Cells for Precision Medicine in Cancers by Peng Tian, Jie Zheng, Keying Qiao, Yuxiao Fan, Yue Xu, Tao Wu, Shuting Chen, Yinuo Zhang, Bingyue Zhang, Chiara Ambrogio, Haiyun Wang

“…Compared with drug perturbation experiments, which yield pharmacological data at the bulk cell level, single‐cell RNA sequencing (scRNA‐seq) technology provides a means to capture molecular heterogeneity at single‐cell resolution. …”
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Using maternal sepsis patient journeys to map and prioritise barriers to quality maternal healthcare in Malawi: a multidisciplinary stakeholder consultation workshop by Yamikani Chimwaza, Dalisto Ndaferankhande, Leonard Mndala, Chifundo Ndamala, Emily Lifa, Mercy Machilika, Esther Mwagomba, Bernard Dossie, Meliya Kwelepeta, Bertha Maseko, David Lissauer, Maria Lisa Odland

“…Conclusions Patient journeys are a novel tool for capturing the experience of care in Malawi. They have the potential to guide strategic improvements in maternal healthcare quality and ultimately reduce maternal morbidity and mortality.…”
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Face Detection Using Hybrid SNN-ANN to Process Neuromorphic Event Stream by Waseem Shariff, Paul Kielty, Joe Lemley, Peter Corcoran

“…To overcome these limitations, this paper explores the benefits of neuromorphic event cameras, which capture asynchronous pixel-level changes, offering lower data processing demands and reduced latency. …”
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Seismic Imaging of Halokinetic Sequences and Structures With High‐Resolution, Dual‐Element Acquisition, and Processing: Applications to the Gassum Structure in Eastern Jutland, Den... by M. Westgate, K. Kucinskaite, E. Konstantinidis, A. Malehmir, M. Papadopoulou, U. Gregersen, M. Keiding, M. Bjerager

“…Abstract Understanding the structural intricacies of subsurface halokinetic formations is crucial for various geological applications, including geological capture and storage (geological carbon storage (GCS)). …”
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A Disentangled Representation-Based Multimodal Fusion Framework Integrating Pathomics and Radiomics for KRAS Mutation Detection in Colorectal Cancer by Zhilong Lv, Rui Yan, Yuexiao Lin, Lin Gao, Fa Zhang, Ying Wang

“…Specifically, the DRMF-PaRa model consists of three parts: (1) the pathomics learning module, which introduces a tissue-guided Transformer model to extract more comprehensive and targeted pathological features; (2) the radiomics learning module, which captures the generic hand-crafted radiomics features and the task-specific deep radiomics features; (3) the disentangled representation-based multimodal fusion module, which learns factorized subspaces for each modality and provides a holistic view of the two heterogeneous phenotypic features. …”
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Mass cytometry: exploring the immune landscape of systemic autoimmune and inflammatory diseases in the past fourteen years by Aïcha Kante, Aïcha Kante, Mathieu F. Chevalier, Damien Sène, Damien Sène, Jeanne Chauffier, Jeanne Chauffier, Stéphane Mouly, Stéphane Mouly, Benjamin Glenn Chousterman, Benjamin Glenn Chousterman, Fériel Azibani, Benjamin Terrier, Benjamin Terrier, Théo Pezel, Théo Pezel, Cloé Comarmond, Cloé Comarmond

“…Our analysis highlights the fact that mass cytometry captures major information on cell populations providing insights on the complex pathogenesis of autoimmune diseases. …”
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SpikeMOT: Event-Based Multi-Object Tracking With Sparse Motion Features by Song Wang, Zhu Wang, Can Li, Xiaojuan Qi, Hayden Kwok-Hay So

“…In comparison to conventional RGB cameras, the exceptional temporal resolution of event cameras allows them to capture rich information between frames, making them prime candidates for object tracking. …”
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Vibration-Based Damage Prediction in Composite Concrete–Steel Structures Using Finite Elements by Mario D. Cedeño-Rodríguez, Sergio J. Yanez, Erick I. Saavedra-Flores, Carlos Felipe Guzmán, Juan Carlos Pina

“…The approach effectively captured stiffness degradation in the model, leading to observable changes in modal responses, including a reduction in natural frequencies and variations in modal shapes. …”
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Modeling the Geomagnetic Response to the September 2017 Space Weather Event Over Fennoscandia Using the Space Weather Modeling Framework: Studying the Impacts of Spatial Resolution by A. P. Dimmock, D. T. Welling, L. Rosenqvist, C. Forsyth, M. P. Freeman, I. J. Rae, A. Viljanen, E. Vandegriff, R. J. Boynton, M. A. Balikhin, E. Yordanova

“…For example, in the presence of multiple large substorms, the associated large‐amplitude depressions were not captured, which caused the largest model‐data deviations. …”
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Unraveling Community Potential Interactions by Environmental DNA in the Hong Kong Coastal Waters by Sangwook Scott Lee, Zhimeng Xu, Yingdong Li, Xiaodong Zhang, Jinping Cheng, Hongbin Liu

“…ABSTRACT Traditional approaches for studying potential interactions in marine ecosystems often struggle to fully capture all taxa in a community, especially rare species. …”
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ESO-Based Direct Model-Free Adaptive Predictive Compensation Control for Permanent Magnet Synchronous Motors by Yang Liu, Guangxu Zhou, Lei Guo, Zibo Sun

“…An extended state observer (ESO) is designed to estimate the state variable, capturing the characteristics of the external disturbance and system uncertainty. …”
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The effects of contour-based rainwater harvesting and integrated nutrient management on maize yields in semi-arid regions of Zimbabwe by Pasipanodya Chiturike, Jephta Gotosa, Innocent Wadzanai Nyakudya, Sandra M. Madamombe, Ronald Mandumbu, Ngonidzashe Chirinda, Andrew Tapiwa Kugedera, George Nyamadzawo

“…Farmers need to reduce mineral fertiliser application during dry seasons since little rainwater is captured. We conclude that contour based RWH and INM can be used as sustainable low cost methods of crop production. …”
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Metasurface higher-order poincaré sphere polarization detection clock by Hui Yang, Kai Ou, Qiang Liu, Meiyu Peng, Zhenwei Xie, Yuting Jiang, Honghui Jia, Xinbin Cheng, Hui Jing, Yueqiang Hu, Huigao Duan

“…The underlying mechanism relies on transforming the optical singularities and Stokes parameters into visualized intensity patterns, facilitating the extraction of all parameters that fully determine a SoP. We actualize this concept through a novel meta-device known as the metasurface photonics polarization clock, which offers an intuitive display of SoP using four distinct pointers. …”
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The influence of macroscopic pedestrian structures on train boarding efficiency by Rabia I. Kodapanakkal, Caspar A.S. Pouw, Antal Haans, Jaap Ham, Gunter Bombaerts, Alessandro Corbetta, Andrej Dameski, Andreas Spahn, Federico Toschi

“…Analyzing a dataset with 3278 boarding events at Utrecht Centraal Station in the Netherlands from 2017 to 2020 (subset of a trajectory dataset capturing 100,000 trajectories per day), we found that higher numbers of boarders and a higher ratio of boarders to deboarders, reduced the width of the deboarding channel, and a lower width was associated with lower deboarding efficiency. …”
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