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近期,深圳大学医学部生物医学工程学院汪天富、雷柏英教授团队的研究成果《MHW-GAN: Multi-discriminator Hierarchical Wavelet Generative Adversarial Network for Multi-modal Image Fusion》在顶级期刊IEEE Transactions on Neural Networks and Learning ...
近日,医学部生物医学工程学院汪天富教授团队在人工智能领域顶级国际期刊《IEEE Transactions on Neural Networks and Learning Systems》(中科院大类一区,TOP期刊,IF:14.255)上发表了系列研究成果。
近日,深圳大学医学部生物医学工程学院汪天富教授团队的研究成果《Parameter-Free Loss for Class-Imbalanced Deep Learning in Image Classification》在人工智能领域顶级期刊IEEE Transactions on Neural Networks and Learning Systems(2020 IF: 10.451)上发表。该...
A systematic framework for the synthesis and analysis of regulatory networks.
Biological systems can be modeled as networks of interacting components across multiple scales. A central problem in computational systems biology is to identify those critical components and the rule...
We present an optimization-based framework for identifying and quantifying interactions transcription factor networks. We explore the availability of high-temporal resolution expression data using the...
A major goal in post-genomic era is to reverse engineer transcriptional regulatory networks. Advances in high-throughout technologies e.g. DNA microarrays coupled with the working knowledge on the con...
In recent years, there has been an increasing interest in studying the propagation of polarized light in biological cells and tissues. This paper presents a novel approach to cell or tissue imaging us...
A large-scale brain network can be defined as a set of segregated and integrated regions, that is, distant regions that share strong anatomical connections and functional interactions. Data-driven inv...
The system correctly identified the correct facial expression in 255 of the 282 images (90.43% of the cases), from 62 subjects not used in training or in initial testing. Committee neural networks off...
This paper studies improvement of the clinical practicality of the control command input method for motor disabled patients using the recognition of specific motions via an artificial neural network (...
The authors of this letter propose a novel “multi-layer hybrid scaffold” consisting of artificial blood capillary networks and cell-containing hydrogel for tissue engineering. The artificial blood cap...
Analysis of Regulatory Interaction Networks from Clusters of Co-expressed Genes.
Since the coming-of-age of the scientific discipline called bioinformatics it has become increasingly clear that computers in biology will be important not only for managing and analyzing biological a...

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