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  1. 59261
    por Zhou, Yongfu
    Publicado 2022
    “…Based on the automatic learning function, it provides the functions of modularization and transfer learning. Deep architectures, which usually contain hidden layers, differ from traditional machine learning, which requires a large amount of data to train the network. …”
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    Antistroke Network Pharmacological Prediction of Xiaoshuan Tongluo Recipe Based on Drug-Target Interaction Based on Deep Learning
  2. 59262
    “…Performance comparison was made among the networks of different architectures along with different image input strategies, using area under the curve (AUC) and accuracy (ACC). …”
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    Swin Transformer Improves the IDH Mutation Status Prediction of Gliomas Free of MRI-Based Tumor Segmentation
  3. 59263
    “…The four adMx genes ranged from 2008 to 2840 bp in length, and their conserved protein domains included the signature architectural feature of the dynamin superfamily. Deduced amino acid sequences exhibited relatively high sequence identity with Mx proteins from other vertebrates and phylogenetic analysis revealed close clustering with fish. …”
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    Four Mx Genes Identified in Andrias davidianus and Characterization of Their Response to Chinese Giant Salamander Iridovirus Infection
  4. 59264
    “…Furthermore, risk-of-bias (RoB) analysis offers a better understanding of the architectures with stronger benefits of AI by providing the bias involved in them.…”
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    Online Artículo Texto
    Brain Tumor Characterization Using Radiogenomics in Artificial Intelligence Framework
  5. 59265
    por Attallah, Omneya
    Publicado 2022
    “…FaceDisNet is constructed by integrating several spatial deep features from convolutional neural networks of various architectures. It does not depend only on spatial features but also extracts spatial-spectral features. …”
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    Online Artículo Texto
    A deep learning-based diagnostic tool for identifying various diseases via facial images
  6. 59266
    “…By contrast, (3) tough, upright, tufted “resisters,” and (4) “avoiders” with sparse architectures or that grow appressed to the soil surface, are of little forage value and avoided by grazers. …”
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    Online Artículo Texto
    Grazing lawns and overgrazing in frequently grazed grass communities
  7. 59267
    “…This perspective leads to a number of synthetic efforts toward materials of this class, including those with prescribed polar architectures. The methylhydrazinium (MHy(+)) cation was recently presumed to have an unusual capacity to generate non-centrosymmetric perovskite phases, despite its intrinsically nonchiral structure. …”
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    [Methylhydrazinium](2)PbCl(4), a Two-Dimensional Perovskite with Polar and Modulated Phases
  8. 59268
    “…We conducted thematic analysis of interview data from four units with diverse architectural layouts to identify key themes central to decisions around gender and spatial design. …”
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    Online Artículo Texto
    Gender and intersecting vulnerabilities on the mental health unit: Rethinking the dilemma
  9. 59269
    “…Although deep learning architectures provide some improvements over existing flat technologies, they also have some shortcomings, such as large training delays, over-fitting, and under-fitting. …”
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    Optimizing Deep Learning Model for Software Cost Estimation Using Hybrid Meta-Heuristic Algorithmic Approach
  10. 59270
    por Bacula, A., Knight, H.
    Publicado 2022
    “…Additional takeaways of our studies clarify what humans interpret as a robot group, when the group is perceived positively versus negatively, and the critical role of architectural floor plan in interpreting robot intent.…”
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    MoTiS Parameters for Expressive Multi-Robot Systems: Relative Motion, Timing, and Spacing
  11. 59271
    “…Quantitative histomorphometric features corresponding to the texture (variation in pixel intensity), shape (variations in size, roundness), and architectural rearrangement (distances between, and number of connected neighbors) of nuclei were subsequently extracted. …”
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    Quantitative Nuclear Histomorphometry Predicts Molecular Subtype and Clinical Outcome in Medulloblastomas: Preliminary Findings
  12. 59272
    “…The VBP-based results were as follows: global accuracy = 98.3%, mean accuracy = 97.9%, mean IoU = 95.87%, and mean BF score = 88.68% while the AVG-MAX VPB-based results were as follows: global accuracy = 99.2%, mean accuracy = 98.97%, mean IoU = 98.03%, and mean BF score = 94.29%. Other network architectures also demonstrate superior improvement considering the use of VPB and AVG-MAX VPB.…”
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    Online Artículo Texto
    A Novel CNN pooling layer for breast cancer segmentation and classification from thermograms
  13. 59273
    “…The novel deep learning model architectures proposed are based on the Long Short-Term Memory approach with the addition of an attention mechanism. …”
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    Deep learning with an attention mechanism for continuous biomechanical motion estimation across varied activities
  14. 59274
    “…First, several DL architectures are compared to obtain the best-suited model, and then, data augmentation techniques are applied. …”
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    A weight optimization-based transfer learning approach for plant disease detection of New Zealand vegetables
  15. 59275
    “…There is an increasing number of studies investigating prostate and prostate carcinoma segmentation using deep learning (DL) with 3D architectures [2], [3], [4], [5], [6], [7]. The development of robust and data-driven DL models for prostate segmentation and assessment is currently limited by the availability of openly available expert-annotated datasets [8], [9], [10]. …”
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    Dataset of prostate MRI annotated for anatomical zones and cancer
  16. 59276
    “…In this study, a complete overview of this gene family in tomato is presented, including genome localization, protein domain architectures, physical and chemical features, and nuclear location score. …”
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    Comprehensive Analysis of NAC Genes Reveals Differential Expression Patterns in Response to Pst DC3000 and Their Overlapping Expression Pattern during PTI and ETI in Tomato
  17. 59277
    “…INTRODUCTION: Osteoporosis is a chronic progressive bone disease characterized by low bone mineral density (BMD) and micro-architectural deterioration of bone tissue, leading to an increase in bone fragility and the risk of fractures. …”
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    Effect of moderate beer consumption (with and without ethanol) on osteoporosis in early postmenopausal women: Results of a pilot parallel clinical trial
  18. 59278
    “…It encourages physical exercise and active breaks during the typical workday by using particular architectural modifications, a dedicated App, and physical activity professionals as wellness coaches. …”
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    Enhancing motivation and psychological wellbeing in the workplace through conscious physical activity: Suggestions from a qualitative study examining workers' experience
  19. 59279
    “…The crystallographic analysis revealed that the molecular building units in 1–4 are linked together into complex structures by hydrogen bonding, resulting in 1D, 2D and 3D supramolecular architectures for 1, 2 and 4, respectively, and the supramolecular trimer for 3. …”
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    Supramolecular Diversity, Theoretical Investigation and Antibacterial Activity of Cu, Co and Cd Complexes Based on the Tridentate N,N,O-Schiff Base Ligand Formed In Situ
  20. 59280
    “…Biomimetic design of scaffold architectures represents a promising strategy to enable the repair of tissue defects. …”
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    An experimental and numerical study of the microstructural and biomechanical properties of human peripheral nerve endoneurium for the design of tissue scaffolds
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