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  1. 58421
    “…Using 3D convolutional layers, we demonstrated the potential of 3D convolutional neural networks of 13 different architectures in knee osteoarthritis diagnosis. We used transfer learning by transforming 2D pre-trained weights into 3D as initial weights for the training of the 3D models. …”
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    Transfer learning-assisted 3D deep learning models for knee osteoarthritis detection: Data from the osteoarthritis initiative
  2. 58422
    por Adeeb Fahmy Hanna, Hala
    Publicado 2023
    “…The review findings indicate that despite the benefits of staying home in reducing COVID-19 at the general level, it is at the architectural level, it turned out that most of the existing home design parameters are not at all prepared for facing epidemics, resulting in their inability to meet many of the main and emerging needs of their residents. …”
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    Towards domestic space design in the post-COVID-19 era: A review of relevant literature
  3. 58423
    “…This study highlights changes in network architectures with elevation suggesting a potential sensitivity of plant‐bee interactions with climate warming and changes in rainfall patterns along the elevation gradients of the Eastern Afromontane Biodiversity Hotspot.…”
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    Seasonal and elevational changes of plant‐pollinator interaction networks in East African mountains
  4. 58424
    “…These results not only provide novel insights into understanding and enhancing interfacial effects, but also constitute an attractive platform for implementing heterointerface engineering based on customized 2D hierarchical architectures. [Image: see text] SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s40820-023-01123-4.…”
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    Boosting Interfacial Polarization Through Heterointerface Engineering in MXene/Graphene Intercalated-Based Microspheres for Electromagnetic Wave Absorption
  5. 58425
    “…We show that by training different machine learning and deep learning architectures using multivariate time series data as input, an F1 score of 0.874 can be achieved for a set of seven distinct behaviors. …”
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    Supervised machine learning aided behavior classification in pigeons
  6. 58426
    “…We also modified existing architectures, such as InceptionV3 and MobileNetV2, to better capture complex features. …”
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    Deep ensemble approach for pathogen classification in large-scale images using patch-based training and hyper-parameter optimization
  7. 58427
    “…Heterochromatin is a key architectural feature of eukaryotic chromosomes critical for cell type-specific gene expression and genome stability. …”
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    Epigenetic plasticity safeguards heterochromatin configuration in mammals
  8. 58428
    “…All three proposed architectures demonstrated precision and recall scores exceeding [Formula: see text] , with UNET and AE achieving values above [Formula: see text] , surpassing other state-of-the-art methods that were considered for comparison in this study. …”
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    Extended performance analysis of deep-learning algorithms for mice vocalization segmentation
  9. 58429
    “…Automatic CAC scoring was performed using DL-based software (3D patch-based U-Net architectures). Manual CAC scoring was set as the reference standard. …”
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    Influence of computed tomography slice thickness on deep learning-based, automatic coronary artery calcium scoring software performance
  10. 58430
    “…The muscle investigated does exhibit large pennation angles and high series elastic compliance; architectural features that likely buffer muscle fibres against stretch and damage.…”
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    Increased muscle force does not induce greater stretch-induced damage to calf muscles during work-matched heel drop exercise
  11. 58431
    “…We then examine how the degree of supervision affects the generated contrast by evaluating three established architectures: U-Net (fully supervised), Pix2Pix (adversarial with supervision), and CycleGAN (fully adversarial). …”
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    Multi-phase synthetic contrast enhancement in interventional computed tomography for guiding renal cryotherapy
  12. 58432
    “…We show that XCM can accurately predict lower limb joint moments using data of only four IMUs with RMSE of 0.046 ± 0.013 Nm/kg compared to 0.064 ± 0.003 Nm/kg on average for the other architectures. We found that hip, knee, and ankle joint moments predictions had a comparable RMSE with an average of 0.069 Nm/kg, while subtalar joint moments had the lowest RMSE of 0.033 Nm/kg. …”
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    Performance of multiple neural networks in predicting lower limb joint moments using wearable sensors
  13. 58433
    “…Multiple neural network architectures were tested to distinguish the fidgety present vs. fidgety absent classes, including support vector machines, feed-forward networks, convolutional neural networks, and long short-term memory networks. …”
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    Infant movement classification through pressure distribution analysis
  14. 58434
    “…Histological observations also revealed architectural damages in liver and kidneys. These alterations were time-dependent and varied in their degree of toxicity. …”
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    Intraperitoneal hepato-renal toxicity of zinc oxide and nickel oxide nanoparticles in male rats: biochemical, hematological and histopathological studies
  15. 58435
    “…BACKGROUND: Molluscan shell, composed of a diverse range of architectures and microstructures, is a classic model system to study the relationships between molecular evolution and biomineralized structure formation. …”
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    Multi-omic insights into the formation and evolution of a novel shell microstructure in oysters
  16. 58436
    “…METHODS: A total of 981 mixed images of pediatric patients for 9 different pediatric anatomic landmarks including maxillary sinus, orbita, mandibular canal, mental foramen, foramen mandible, incisura mandible, articular eminence, condylar and coronoid processes were labelled, the training was carried out using 2D convolutional neural networks (CNN) architectures, by giving 500 training epochs and Pytorch-implemented YOLO-v5 models were produced. …”
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    An artificial intelligence study: automatic description of anatomic landmarks on panoramic radiographs in the pediatric population
  17. 58437
    “…In this study, we demonstrate a novel architectural design for a superior cathode with fast ORR activity. …”
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    Achieving Fast Oxygen Reduction on Oxide Electrodes by Creating 3D Multiscale Micro-Nano Structures for Low-Temperature Solid Oxide Fuel Cells
  18. 58438
    “…Collagen IV scaffold is a primordial innovation enabling the assembly of a fundamental architectural unit of epithelial tissues—a basement membrane attached to polarized cells. …”
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    Collagen IV of basement membranes: III. Chloride pressure is a primordial innovation that drives and maintains the assembly of scaffolds
  19. 58439
    “…Moreover, the proposed model is optimized by experimenting with different architectural structures and hyperparameters to further boost performance. …”
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    Deep learning-based analysis of COVID-19 X-ray images: Incorporating clinical significance and assessing misinterpretation
  20. 58440
    “…Here, we studied the impact of depositional architectures in a composite confining system on CO(2) migration and confinement at reservoir scale. …”
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    Assessing the potential of composite confining systems for secure and long-term CO(2) retention in geosequestration
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