Initially, TL was applied to architectures, including DenseNet201, DenseNet101, ResNet50, ResNet18, GoogleNet, AlexNet, EfficientNetB7, NASNetMobile, and ConvNeXtSmall. In this instance, the focal contribution of this study is t...
The foundational element of the proposed architecture comprises a dense block and an improvement block, as illustrated in Figure 1. This configuration is a binary variation of the DenseNet framework, with the dense block designed to augment the feature capacity, and the improvement block focused on...
Action mechanisms of AMP1-2L. A Comparative analysis of AMP1 and AMP1-2L sequences and AlphaFold 3.0 predicted structures. The blue and green regions of the sequence correspond to sequences that form β-strands, respectively. Gray areas correspond to sequences forming other secondary structures....
To fully leverage the diverse features of RNA, this paper proposes the construction of a multi-label deep learning model that integrates multiple RNA features to predict the interaction between RNA and RBP. The overall framework of our model is illustrated in Fig.1. The model comprises a feature...
Three classical deep learning convolution neural networks such as EfficientNet-B5, ResNet50 and DenseNet were selected for modeling [37,38,39]. The EfficientNet-B5 algorithm showing best AUC was determined to be the best algorithm for feature extraction of CXR images. As referred to a previous ...
Peking opera facial makeup, as a traditional Chinese art form, has primarily been studied in China. In the early stages, the research on Peking opera facial makeup mostly focused on analyzing the artistic aesthetic features of facial makeup, building a digital resource library of facial makeup...
However, the innovation does not end there; using text-to-speech technology efficiently turns these written descriptions into audible form, allowing visually impaired people to immerse themselves in the rich tapestry of religious traditions and symbols. This comprehensive approach not only improves ...
Following the duplicate-checking, potentially eligible articles were screened by browsing the titles and abstracts, and we downloaded the full texts of potentially eligible articles. Studies that met the pre-set eligibility criteria were included after reading the full texts. A pre-designed form was ...
[23] established the foundation for applying deep learning methods in diagnosing PD using TCS images, focusing on evaluating the performance of the ResNet and DenseNet models. While 3D TCS image-based research methods can address issues related to poor sound transmission, their development is ...
The ridge beast is a beast placed on the ridge of the roof of ancient Chinese buildings, not only has a decorative function, and has a strict hierarchical meaning, the number and form of the ridge beast placed on different levels of buildings are strictl