“…RESULTS: We successfully fabricated three types of PLGA scaffolds with varying pore architectures, and the axially aligned scaffold demonstrated interconnected and vertically parallel channels. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The comparison in performance between the model architectures using the RGB superposition method showed the highest learning performance in the EfficientNetB4 model among all indicators; accuracy was 91.98% and recall was 95.35%. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The selective adsorption effect of the ILs could protect certain facets during the formation of ZnO rods and promote the growth in directions other than [0001] to yield petal- or flake-like architectures. The morphology of ZnO nanostructures was, therefore, tunable by the controlled addition of hydrophilic ILs of different structures. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Then the Sequence-to-Sequence (recurrent neural network and bidirectional recurrent neural network) and Transformer neural machine translation architectures with their features and specifications are concerned for conducting experiments in training models on parallel corpora. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The proposed framework is uniquely designed to benefit from (i) multiple 2D in-plane slices to provide more information than a single central slice, (ii) multi-scale networks and multi-kernel networks to capture the local and peritumoral features, (iii) ensemble design to integrate features from various inputs and model architectures for final prediction. The ensemble of five 2D-CNN models, three slices, and two multi-kernel networks, using 5 × 5 and 6 × 6 convolutional kernels, achieved the best performance with an accuracy of 69.62%, area under the curve (AUC) of 72.5%, F1 score of 70.12%, and recall of 70.81%. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The structure of coral-reef fish assemblages is affected by natural and anthropogenic factors such as the architectural complexity, benthic composition and physical characteristics of the habitat, fishing pressure and land-based input. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Also, diversified species composition associated with respective root architectures in the homegarden system, make it an efficient soil nutrient management, which should be widely promoted.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…An extensive privacy benchmark is conducted on three different state-of-the-art model architectures (ResNet50, NFNet, ConvNeXt) trained on two biomedical (ISIC and EyePACS) and one synthetic dataset (SCDB). …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Furthermore, several studies developed algorithms for lung adenocarcinoma predominant architectural pattern determination, prognosis prediction, mutational status characterization, and PD-L1 expression status estimation.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Despite the development of effective immunotherapies, the organization of the DLBCL tumor-immune microenvironment (TIME) remains poorly understood.We interrogated the intact TIME of 51 de novo DLBCLs with triplicate sampling to characterize 337 995 tumor and immune cells using a 27-plex antibody panel that captured cell lineage, architectural, and functional markers. We spatially assigned individual cells, identified local cell neighborhoods, and established their topographical organization in situ. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…The ambipolar transfer characteristics of the Si-hBN RFETs with different gating architectures showed a significant improvement in the device’s electrical parameters due to the encapsulation and passivation of the nanowire with the hBN flake. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…CONCLUSIONS: All professionals, at the architectural and urban level, as well as health and psychology level should have awareness about the concept of heritage-led wellbeing benefits and strategic views of the value of cultural heritage as process, as participation, as mechanism, as healing, as place and as environment to raise the planned positive effects by local authorities when promoting the perception of the role of cultural heritage in health and wellbeing. …”
Enlace del recurso
Enlace del recurso

“…Unlike previous two-Q architectures, a novel and critical aspect of TD2Q is to update the G and N matrices utilizing the temporal difference reward prediction error. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Further optimizations in electrolyte design and cell architectures toward continuous CO(2) capture-release are expected to enhance rate performance while retaining favorable separation energies.…”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…A range of machine learning algorithms, including different deep learning architectures, has been explored and, based on the obtained results, we have proposed a comprehensive solution by combining different models for segmentation and classification purposes. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Through extensive experimentation, the authors of this paper have found that all probed multi-loss U-Net architectures incorporated into the proposed hybrid approach consistently outperformed their single-loss counterparts, as well as other comparable models such as self-normalized density maps and YOLOv6, by at least 1% to 3% in mean absolute and symmetric mean absolute percentage errors. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…In this paper, we present and evaluate two novel convolutional neural network (CNN) architectures that intelligently convert high bit depth HDR images into 8-bit images. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…This study aims to investigate Mediterranean local bioclimatic strategies’ impact on thermal comfort efficiency in housing, by examining architectural elements and treatments. Methods: We adopted a descriptive, analytical, and comparative methodology, complemented with a software simulation, within a qualitative and quantitative approach. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…Along with an introduction into the DNA scaffolding itself, the diverse fluorophores utilized in these structures, their incorporation chemistry, and the photophysical processes they are designed to exploit, we highlight the evolution of DNA architectures implemented in the pursuit of increased transfer efficiency and the key lessons about ET learned from each iteration. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso

“…However, high-performance computing (HPC) platforms require efficient parallel algorithms and tools to exploit the computing resources available on modern accelerator-based architectures. RESULTS: This paper presents WFA-GPU, a GPU (graphics processing unit)-accelerated tool to compute exact gap-affine alignments based on the WFA algorithm. …”
Enlace del recurso
Enlace del recurso
Enlace del recurso