Yuxiao Cheng - Publications, H-index & Citations

Yuxiao Cheng

Tsinghua University

13H指数

58论文数

698被引数

收录论文 18

发表时间

Causally-informed deep learning towards explainable and generalizable outcome prediction in critical care 因果信息驱动的深度学习：面向重症监护中可解释且泛化的结局预测

Artificial Intelligence in Medicine

IF6.2

2026-06-01

PREAI

Cheng, Yuxiao; Song, Xinxin; Wang, Ziqian; Zhong, Qin; He, Kunlun; Suo, Jinli

Reducing bulky medical images via shape-texture decoupled deep neural networks 通过形状-纹理解耦深度神经网络减少大型医疗图像

Nature Communications

IF15.7

2026-01-15

OAAI

Runzhao Yang; Tingxiong Xiao; Yuxiao Cheng; Jinli Suo

Causal deep learning for real-time detection of cardiac surgery-associated acute kidney injury: derivation and validation in seven time-series cohorts 因果深度学习用于实时检测心脏手术相关急性肾损伤：七组时间序列队列的推导与验证

The Lancet Digital Health

IF0

2025-09-25

OAAI

Qin Zhong; Yuxiao Cheng; Zongren Li; Dongjin Wang; Chongyou Rao; Yi Jiang; Lianglong Li; Ziqian Wang; Pan Liu; Hebin Che; Pei Li; Xin Lu; Jinli Suo; Kunlun He

A generative model uses healthy and diseased image pairs for pixel-level chest X-ray pathology localization 生成模型使用健康和患病图像对进行像素级胸部X光病理定位。

Nature Biomedical Engineering

IF26.6

2025-07-14

PREAI

Kaiming Dong; Yuxiao Cheng; Kunlun He; Jinli Suo

Supervised multi-frame dual-channel denoising enables long-term single-molecule FRET under extremely low photon budget 监督多帧双通道去噪技术能够在极低光子预算条件下实现长期单分子FRET。

NATURE COMMUNICATIONS

IF15.7

2025-01-02

OAAI

Miao, Yu; Cheng, Yuxiao; Xia, Yushi; Hei, Yongzhen; Wang, Wenjuan; Dai, Qionghai; Suo, Jinli

Lightweight High-Speed Photography Built on Coded Exposure and Implicit Neural Representation of Videos

INTERNATIONAL JOURNAL OF COMPUTER VISION

IF9.3

2024-08-30

PREAI

Zhang, Zhihong; Yang, Runzhao; Suo, Jinli; Cheng, Yuxiao; Dai, Qionghai

Sharing massive biomedical data at magnitudes lower bandwidth using implicit neural function 使用隐式神经功能以较低的带宽共享大量生物医学数据

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

IF9.1

2024-07-03

OAAI

Yang, Runzhao; Xiao, Tingxiong; Cheng, Yuxiao; Li, Anan; Qu, Jinyuan; Liang, Rui; Bao, Shengda; Wang, Xiaofeng; Wang, Jue; Suo, Jinli; Luo, Qingming; Dai, Qionghai

NEATmap: a high-efficiency deep learning approach for whole mouse brain neuronal activity trace mapping NEATmap: 一种用于全小鼠大脑神经元活动轨迹映射的高效深度学习方法

NATIONAL SCIENCE REVIEW

IF17.1

2024-03-26

OAAI

Zheng, Weijie; Mu, Huawei; Chen, Zhiyi; Liu, Jiajun; Xia, Debin; Cheng, Yuxiao; Jing, Qi; Lau, Pak-Ming; Tang, Jin; Bi, Guo-Qiang; Wu, Feng; Wang, Hao

A mutually boosting dual sensor computational camera for high quality dark videography

INFORMATION FUSION

IF15.5

2023-05-01

PREAI

Cheng, Yuxiao; Yang, Runzhao; Zhang, Zhihong; Suo, Jinli; Dai, Qionghai

Study on the Evolution of Fault Permeability and the Retention of Coal (Rock) Pillar under the Mining Conditions of Thick Coal Seam in the Footwall of Large Normal Fault

ACS OMEGA

IF4.3

2023-01-18

OAAI

Yin, Huiyong; Tang, Ruqian; Xie, Daolei; Lang, Ning; Li, Shuo; Zhang, Xiaorong; Cheng, Yuxiao; Wang, Song; Li, Anhao

INFWIDE: Image and Feature Space Wiener Deconvolution Network for Non-Blind Image Deblurring in Low-Light Conditions

IEEE TRANSACTIONS ON IMAGE PROCESSING

IF13.7

2023-01-01

OAAI

Zhang, Zhihong; Cheng, Yuxiao; Suo, Jinli; Bian, Liheng; Dai, Qionghai

Preferential subcortical collateral projections of pedunculopontine nucleus-targeting cortical pyramidal neurons revealed by brain-wide single fiber tracing

MOLECULAR BRAIN

IF2.9

2022-10-29

OAAI

Liu, Qiao-Qiong; Cheng, Yu-Xiao; Jing, Qi; Zhang, Ke-Ming; Ding, Lu-Feng; Fan, Xiao-Wei; Jia, Chun-Hui; Xu, Fang; Bi, Guo-Qiang; Lau, Pak-Ming

Long-range GABAergic projections from the nucleus of the solitary tract 来自孤束核的远距离gaba能投射

MOLECULAR BRAIN

IF2.9

2021-02-19

OAAI

Shi, Mei-Yu; Ding, Lu-Feng; Guo, Yu-Hong; Cheng, Yu-Xiao; Bi, Guo-Qiang; Lau, Pak-Ming

Scalable volumetric imaging for ultrahigh-speed brain mapping at synaptic resolution

NATIONAL SCIENCE REVIEW

IF17.1

2019-04-24

OAAI

Wang, Hao; Zhu, Qingyuan; Ding, Lufeng; Shen, Yan; Yang, Chao-Yu; Xu, Fang; Shu, Chang; Guo, Yujie; Xiong, Zhiwei; Shan, Qinghong; Jia, Fan; Su, Peng; Yang, Qian-Ru; Li, Bing; Cheng, Yuxiao; He, Xiaobin; Chen, Xi; Wu, Feng; Zhou, Jiang-Ning; Xu, Fuqiang; Han, Hua; Lau, Pak-Ming; Bi, Guo-Qiang

Amperometric tyrosinase biosensor based on Fe3O4 nanoparticles-coated carbon nanotubes nanocomposite for rapid detection of coliforms

ELECTROCHIMICA ACTA

IF5.6

2009-03-01

PREAI

Cheng, Yuxiao; Liu, Yajun; Huang, Jingjing; Li, Kang; Xian, Yuezhong; Zhang, Wen; Jin, Litong

Preparation and photoelectrocatalytic activity of ZnO nanorods embedded in highly ordered TiO2 nanotube arrays electrode for azo dye degradation

JOURNAL OF HAZARDOUS MATERIALS

IF11.3

2008-10-30

PREAI

Zhang, Zhonghai; Yuan, Yuan; Liang, Linhong; Cheng, Yuxiao; Shi, Guoyue; Jin, Litong