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1001
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A lightweight vision transformer with weighted global average pooling: implications for IoMT applications
Published 2025-03-01“…These findings indicate the model’s robustness and generalisation across various medical image analysis tasks, thereby enhancing the applicability of ViTs in resource-limited IoMT devices.…”
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1003
EvoNB: A protein language model-based workflow for nanobody mutation prediction and optimization
Published 2025-06-01“…However, this process is often complex and time-consuming, which limit its widespread application in practice. …”
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1004
Theoretical knowledge enhanced genetic algorithm for mine ventilation system optimization considering main fan adjustment
Published 2024-11-01“…Specifically, the algorithm reduced energy consumption from 326.94 to 186.99 kW, 433.14 to 239.48 kW, and 520.53 to 324.90 kW across three different scales of mine ventilation systems. Comparative analysis with four other algorithms shows that, although this algorithm has a longer runtime due to the need to identify the minimum spanning tree during iterations, its ability to reduce problem dimensionality and improve population quality results in more stable and superior convergence performance, especially for large-scale mine ventilation systems. …”
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1005
CPP: a path planning method taking into account obstacle shadow hiding
Published 2025-01-01“…By accounting for these concealment effects, CPP aimed to enhance the safety and effectiveness of unmanned vehicles in complex and dynamic battlefield scenarios. It started by designing shadow areas in the configuration environment based on solar azimuth and altitude angles. …”
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1006
Towards precision diagnosis: a novel hybrid DC-CAD model for lung disease detection leveraging multi-scale capsule networks and temporal dynamics
Published 2025-05-01“…DC-CAD is innovative in its ability to combine multi-scale feature extraction and temporal dynamic analysis, enabling the model to capture intricate spatial relationships and sequential changes in lung tissue. …”
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1007
Fine-grained entity disambiguation through numeric pattern awareness in transformer models
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1008
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1009
SITA: Predicting site-specific immunogenicity for therapeutic antibodies
Published 2025-06-01“…A transfer-learning-inspired framework was purposely adopted to overcome the scarcity of Antibody-Antibody structural complexes. On an independent testing dataset derived from 13 Antibody-Antibody structural complexes, SITA successfully predicted the epitope sites for Antibody-Antibody structures with a receiver operating characteristic (ROC)-area unver the ROC curve (AUC) of 0.85 and a precision-recall (PR)-AUC of 0.305 at the residue level. …”
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1010
Modeling the density of chlorinated brines with nonlinear multivariate regressions
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1011
Deriving Cyber Security Risks from Human and Organizational Factors – A Socio-technical Approach
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1012
Combining Tools to Design and Develop Software Support for Capabilities
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1013
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Technical indicator empowered intelligent strategies to predict stock trading signals
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1016
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"We are doing it together"; The integral role of caregivers in a patients' transition home from the medicine unit.
Published 2018-01-01“…Analysis revealed the role of the caregiver to be critical in its relation to the ability of patients to understand and adhere to discharge instructions. …”
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1018
Business contactness as a determinant of socio-communicative competency of students’ youth
Published 2017-11-01“…Meaningful constructs and features of activating the subject's ability to business contactness are determined. Psycho diagnostic complex of methods for studying the structural components of person’s business contactness is proposed. …”
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1019
Efficient Sedimentary Facies Recognition Using Vision Transformer and Weakly Supervised Deep Multi-View Clustering
Published 2025-01-01“…However, traditional recognition methods are limited by their ability to extract local features and efficiently utilize unlabeled data, making it difficult to effectively handle complex sedimentary facies characteristics. …”
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METHODOLOGICAL APPROACHES TO BUILDING RESEARCH COMPETENCE OF FUTURE DOCTORS OF PHILOSOPHY DURING THEIR POSTGRADUATE STUDIES
Published 2022-12-01“…The objectives of the paper are to define the meaning of the basic component of the article – “approach”, to analyse the fundamental approaches that provide building research competence of future Doctors of Philosophy as well as to substantiate the expediency of their use. Complex methods for solving the problems of a scientific paper have been used, including theoretical analysis and synthesis of ideas, results, theoretical statements (explained in scientific literature), generalization and systematization of the results of available investigations of the highlighted issue. …”
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