Výsledky vyhledávání

Report

Inter-slice Super-resolution of Magnetic Resonance Images by Pre-training and Self-supervised Fine-tuning

Autor: Wang, Xin, Song, Zhiyun, Zhu, Yitao, Wang, Sheng, Zhang, Lichi, Shen, Dinggang, Wang, Qian

In clinical practice, 2D magnetic resonance (MR) sequences are widely adopted. While individual 2D slices can be stacked to form a 3D volume, the relatively large slice spacing can pose challenges for both image visualization and subsequent analysis

Externí odkaz: http://arxiv.org/abs/2406.05974

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Report

MUC: Mixture of Uncalibrated Cameras for Robust 3D Human Body Reconstruction

Autor: Zhu, Yitao, Wang, Sheng, Xu, Mengjie, Zhuang, Zixu, Wang, Zhixin, Wang, Kaidong, Zhang, Han, Wang, Qian

Multiple cameras can provide comprehensive multi-view video coverage of a person. Fusing this multi-view data is crucial for tasks like behavioral analysis, although it traditionally requires camera calibration, a process that is often complex. Moreo

Externí odkaz: http://arxiv.org/abs/2403.05055

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MeLo: Low-rank Adaptation is Better than Fine-tuning for Medical Image Diagnosis

Autor: Zhu, Yitao, Shen, Zhenrong, Zhao, Zihao, Wang, Sheng, Wang, Xin, Zhao, Xiangyu, Shen, Dinggang, Wang, Qian

The common practice in developing computer-aided diagnosis (CAD) models based on transformer architectures usually involves fine-tuning from ImageNet pre-trained weights. However, with recent advances in large-scale pre-training and the practice of s

Externí odkaz: http://arxiv.org/abs/2311.08236

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ChatCAD+: Towards a Universal and Reliable Interactive CAD using LLMs

Autor: Zhao, Zihao, Wang, Sheng, Gu, Jinchen, Zhu, Yitao, Mei, Lanzhuju, Zhuang, Zixu, Cui, Zhiming, Wang, Qian, Shen, Dinggang

The integration of Computer-Aided Diagnosis (CAD) with Large Language Models (LLMs) presents a promising frontier in clinical applications, notably in automating diagnostic processes akin to those performed by radiologists and providing consultations

Externí odkaz: http://arxiv.org/abs/2305.15964

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Report

DoctorGLM: Fine-tuning your Chinese Doctor is not a Herculean Task

Autor: Xiong, Honglin, Wang, Sheng, Zhu, Yitao, Zhao, Zihao, Liu, Yuxiao, Huang, Linlin, Wang, Qian, Shen, Dinggang

The recent progress of large language models (LLMs), including ChatGPT and GPT-4, in comprehending and responding to human instructions has been remarkable. Nevertheless, these models typically perform better in English and have not been explicitly t

Externí odkaz: http://arxiv.org/abs/2304.01097

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Dissertation/ Thesis

Sensitivity Analysis and Optimization of Multibody Systems

Autor: Zhu, Yitao

Multibody dynamics simulations are currently widely accepted as valuable means for dynamic performance analysis of mechanical systems. The evolution of theoretical and computational aspects of the multibody dynamics discipline make it conducive these

Externí odkaz: http://hdl.handle.net/10919/71649

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Akademický článek

Exploration of Compatibility between Surface Pretreatment and Waterborne Epoxy Varnish Coating on Collaborative Anti-Corrosion for 2024 Aluminum Alloy

Autor: ZHU Yitao, LIU Pingping, JIANG Feng, FANG Jie, WANG Yao, JI Shichao, HE Wei, TANG Chao, LIU Dong, ZHOU Yong

Publikováno v: Cailiao Baohu, Vol 56, Iss 11, Pp 94-101 (2023)

In order to reveal the effects of phosphating, anodizing, and silanizing pretreatments on the anti-corrosion performance of the entire coating system prior to applying waterborne epoxy varnish to the aluminum alloy (AA) surface, three kinds of pretre

Externí odkaz: https://doaj.org/article/270b5c3f9bfd4fc98c4880b495ec4331