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12341
DyHead Structure.
Published 2025“…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …”
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12342
The parameters of the training phase.
Published 2025“…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …”
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12343
Structure of GSConv network.
Published 2025“…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …”
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12344
Comparison experiment of accuracy improvement.
Published 2025“…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …”
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12345
Improved model distillation structure.
Published 2025“…Firstly, improve the multi-scale feature layer and reduce the complexity of the model. Secondly, a lightweight convolutional module is introduced to replace the standard convolutions in the Efficient Long-range Aggregation Network (ELAN-A) module, and the channel pruning techniques are applied to further decrease the model’s complexity. …”
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12346
Prediction performance of each model.
Published 2025“…</p><p>Results</p><p>Out of 23,106 admissions, 2,338 met the criteria. Nonsurvivors had a significantly higher time-weighted average MP (TWA-MP) than survivors. …”
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12347
Patient inclusion flow chart.
Published 2025“…</p><p>Results</p><p>Out of 23,106 admissions, 2,338 met the criteria. Nonsurvivors had a significantly higher time-weighted average MP (TWA-MP) than survivors. …”
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12348
Reconciliation services product value analysis.
Published 2025“…Rational selection and breeding of economic forest species aid in creating ecolabel brands. This small - watershed - scale analysis improves the accuracy of assessing ecological and economic development in karst areas, providing a scientific basis for decision - making to strengthen ecological restoration and enhance people’s well - being.…”
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12349
Means of sampling data in the Shibing study area.
Published 2025“…Rational selection and breeding of economic forest species aid in creating ecolabel brands. This small - watershed - scale analysis improves the accuracy of assessing ecological and economic development in karst areas, providing a scientific basis for decision - making to strengthen ecological restoration and enhance people’s well - being.…”
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12350
Technology roadmap.
Published 2025“…Rational selection and breeding of economic forest species aid in creating ecolabel brands. This small - watershed - scale analysis improves the accuracy of assessing ecological and economic development in karst areas, providing a scientific basis for decision - making to strengthen ecological restoration and enhance people’s well - being.…”
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12351
Zunhua study area factor rotation results.
Published 2025“…Rational selection and breeding of economic forest species aid in creating ecolabel brands. This small - watershed - scale analysis improves the accuracy of assessing ecological and economic development in karst areas, providing a scientific basis for decision - making to strengthen ecological restoration and enhance people’s well - being.…”
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12352
Value of ecological products in the study area.
Published 2025“…Rational selection and breeding of economic forest species aid in creating ecolabel brands. This small - watershed - scale analysis improves the accuracy of assessing ecological and economic development in karst areas, providing a scientific basis for decision - making to strengthen ecological restoration and enhance people’s well - being.…”
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12353
Means of sampling data in the Zunhua study area.
Published 2025“…Rational selection and breeding of economic forest species aid in creating ecolabel brands. This small - watershed - scale analysis improves the accuracy of assessing ecological and economic development in karst areas, providing a scientific basis for decision - making to strengthen ecological restoration and enhance people’s well - being.…”
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12354
Tailoring Ionic Conductivity of Polymeric Ionic Liquid Block Copolymers through Morphology Control
Published 2025“…However, recent work demonstrates that the ionic conductivity of a model lamellar material is significantly depressed relative to expectations based on the measured properties of a PIL homopolymer (Coote et al., ACS Polymers Au, 3, 2023). …”
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12355
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12356
Reduced mitochondrial function and protein expression in 21-28wk-old R14<sup>Δ/+</sup> mice.
Published 2024“…Protein expression represented as a Volcano plot. Proteins with significant and non-significant (ns) changes in expression indicated with dark- and light-grey dots, respectively. …”
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12357
Functional and strength parameters.
Published 2025“…An overall tendency to an increase in FF and a decrease in functional measures were observed over 2 years. …”
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12358
Comparison curves of snow.
Published 2025“…The compaction rate initially increases and then decreases with different snow thicknesses; beyond the tread depth, the load significantly affects the maximum compaction rate, which reaches 504 mm/s. …”
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12359
Comparison of simulation results.
Published 2025“…The compaction rate initially increases and then decreases with different snow thicknesses; beyond the tread depth, the load significantly affects the maximum compaction rate, which reaches 504 mm/s. …”
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12360
Displacement vector diagram of snow.
Published 2025“…The compaction rate initially increases and then decreases with different snow thicknesses; beyond the tread depth, the load significantly affects the maximum compaction rate, which reaches 504 mm/s. …”