Yuzhu Li

Chemical Mapping and Concealed Explosive Imaging Using Terahertz Time-Domain Spectroscopy and Deep Learning

Xinghe Jiang, Yuhang Li, Yuzhu Li, Che-Yung Shen et autres

us (code pays fourni par la source)

Principle-Guided Supervision for Interpretable Uncertainty in Medical Image Segmentation

An Sui, Yuzhu Li, Gunter Schumann, Fuping Wu et autres

Uncertainty quantification complements model predictions by characterizing their reliability, which is essential for high-stakes decision making such as medical image segmentation. However, most existing methods reduce uncertainty to a scalar confidence estimate, leaving its spatial distribution semantically underconstrained. In this work, we …

Principle-Guided Supervision for Interpretable Uncertainty in Medical Image Segmentation

An Sui, Yuzhu Li, Gunter Schumann, Fuping Wu et autres

Uncertainty quantification complements model predictions by characterizing their reliability, which is essential for high-stakes decision making such as medical image segmentation. However, most existing methods reduce uncertainty to a scalar confidence estimate, leaving its spatial distribution semantically underconstrained. In this work, we …

cn, us (code pays fourni par la source)

Automated HER2 Scoring with Uncertainty Quantification Using Lensfree Holography and Deep Learning

Che‐Yung Shen, Xilin Yang, Yuzhu Li, Leon Lenk et autres

Objective: To develop an automated human epidermal growth factor receptor 2 (HER2) scoring system using lensfree holography. Impact Statement: We created a compact and cost-effective lensfree holography device integrated with deep learning for rapid, automated HER2 scoring of immunohistochemically stained breast tissue …

us (code pays fourni par la source)

Projecting the morbidity burden of mental and behavioral disorders associated with increasing humid heat in Shanghai

Chen Liang, Jiacan Yuan, Renhe Zhang, Xu Dong Tang et autres

cn, us, gb, de, no, nl, at, fr (code pays fourni par la source)

Microplastics and microbial interactions in marine environments: A critical review on biogeochemical cycling and ecological impacts

Jingyao Wang, Tingran Zhang, Yuzhu Li, Yu-Qi Ye et autres

cn (code pays fourni par la source)

Uncertainty-Supervised Interpretable and Robust Evidential Segmentation

Yuzhu Li, An Sui, Fuping Wu, Xiahai Zhuang

cn, gb (code pays fourni par la source)

Terahertz time-domain spectroscopy for characterization of pharmaceutical materials

Xinghe Jiang, Yuhang Li, Yuzhu Li, Che‐Yung Shen et autres

Terahertz time-domain spectroscopy (THz-TDS) is a powerful and non-destructive analytical tool for characterizing pharmaceutical materials. However, conventional THz-TDS hardware and software used for pharmaceutical applications face limitations such as low throughput, the need for mechanical sample characterization, and incompatibility with pharmaceutical manufacturing …

us (code pays fourni par la source)

Single image-based detection of bacterial swarming motility via deep learning

Yuzhu Li, Hao Li, Weijie Chen, Keelan O’Riordan et autres

We introduce a deep learning-based classifier capable of rapidly predicting bacterial swarming probability from a single image, which offers a faster, fully automated, objective, and quantitative method for assessing bacterial swarming probability. Trained on Enterobacter sp. SM3, our model achieved a sensitivity …

us (code pays fourni par la source)

Label-free virtual staining of tissue in imaging mass spectrometry

Yijie Zhang, Luzhe Huang, Nir Pillar, Yuzhu Li et autres

Driven digital preservation and rural revitalization: a multimodal framework integrating GANs and NLP for intangible cultural heritage

Yuzhu Li

This paper studies the application possibilities of AI technology in promoting the integrated development of intangible cultural heritage and rural creativity, and focuses on the practicality of convolutional neural networks (CNN), generative adversarial networks (GAN), and Transformer in image recognition, generation, and …

Author response for "Mn2+-Doped Cs3Cu2I5 Halides and their application for High resolution of X-Ray imaging and Thermal Neutron Detection"

Yuzhu Li, Jun Chen, Xunsheng Zhou, Qi Wu et autres