Search Results for author: Ruiquan Ge

Found 12 papers, 10 papers with code

Infrared Image Super-Resolution via Lightweight Information Split Network

no code implementations17 May 2024 Shijie Liu, Kang Yan, Feiwei Qin, Changmiao Wang, Ruiquan Ge, Kai Zhang, Jie Huang, Yong Peng, Jin Cao

A key innovation within this model is the introduction of the Lightweight Information Split Block (LISB) for deep feature extraction.

Image Reconstruction Image Super-Resolution +1

UWAFA-GAN: Ultra-Wide-Angle Fluorescein Angiography Transformation via Multi-scale Generation and Registration Enhancement

1 code implementation1 May 2024 Ruiquan Ge, Zhaojie Fang, Pengxue Wei, Zhanghao Chen, Hongyang Jiang, Ahmed Elazab, Wangting Li, Xiang Wan, Shaochong Zhang, Changmiao Wang

Fundus photography, in combination with the ultra-wide-angle fundus (UWF) techniques, becomes an indispensable diagnostic tool in clinical settings by offering a more comprehensive view of the retina.

Generative Adversarial Network Image Generation +1

VQ-NeRV: A Vector Quantized Neural Representation for Videos

1 code implementation19 Mar 2024 Yunjie Xu, Xiang Feng, Feiwei Qin, Ruiquan Ge, Yong Peng, Changmiao Wang

This block incorporates a codebook mechanism to discretize the network's shallow residual features and inter-frame residual information effectively.

Denoising regression +2

PE-MVCNet: Multi-view and Cross-modal Fusion Network for Pulmonary Embolism Prediction

1 code implementation27 Feb 2024 Zhaoxin Guo, Zhipeng Wang, Ruiquan Ge, Jianxun Yu, Feiwei Qin, Yuan Tian, Yuqing Peng, Yonghong Li, Changmiao Wang

In a clinical setting, physicians tend to rely on the contextual information provided by Electronic Medical Records (EMR) to interpret medical imaging.

ICHPro: Intracerebral Hemorrhage Prognosis Classification Via Joint-attention Fusion-based 3d Cross-modal Network

2 code implementations17 Feb 2024 Xinlei Yu, Xinyang Li, Ruiquan Ge, Shibin Wu, Ahmed Elazab, Jichao Zhu, Lingyan Zhang, Gangyong Jia, Taosheng Xu, Xiang Wan, Changmiao Wang

Intracerebral Hemorrhage (ICH) is the deadliest subtype of stroke, necessitating timely and accurate prognostic evaluation to reduce mortality and disability.

Computed Tomography (CT)

TC-DiffRecon: Texture coordination MRI reconstruction method based on diffusion model and modified MF-UNet method

1 code implementation17 Feb 2024 Chenyan Zhang, Yifei Chen, Zhenxiong Fan, Yiyu Huang, Wenchao Weng, Ruiquan Ge, Dong Zeng, Changmiao Wang

We also suggest the incorporation of the MF-UNet module, designed to enhance the quality of MRI images generated by the model while mitigating the over-smoothing issue to a certain extent.

Image Generation MRI Reconstruction

LKFormer: Large Kernel Transformer for Infrared Image Super-Resolution

1 code implementation22 Jan 2024 Feiwei Qin, Kang Yan, Changmiao Wang, Ruiquan Ge, Yong Peng, Kai Zhang

Given the broad application of infrared technology across diverse fields, there is an increasing emphasis on investigating super-resolution techniques for infrared images within the realm of deep learning.

Image Super-Resolution Infrared image super-resolution

TTMFN: Two-stream Transformer-based Multimodal Fusion Network for Survival Prediction

no code implementations13 Nov 2023 Ruiquan Ge, Xiangyang Hu, Rungen Huang, Gangyong Jia, Yaqi Wang, Renshu Gu, Changmiao Wang, Elazab Ahmed, Linyan Wang, Juan Ye, Ye Li

In TTMFN, we present a two-stream multimodal co-attention transformer module to take full advantage of the complex relationships between different modalities and the potential connections within the modalities.

Survival Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.