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科研机构
自动化研究所 [15]
内容类型
期刊论文 [8]
会议论文 [7]
发表日期
2021 [15]
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发表日期:2021
专题:自动化研究所
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Metabolic detection and systems analyses of pancreatic ductal adenocarcinoma through machine learning, lipidomics, and multi-omics
期刊论文
SCIENCE ADVANCES, 2021, 卷号: 7, 期号: 52, 页码: 13
作者:
Wang, Guangxi
;
Yao, Hantao
;
Gong, Yan
;
Lu, Zipeng
;
Pang, Ruifang
收藏
  |  
浏览/下载:28/0
  |  
提交时间:2022/03/17
Patient-Level Prediction of Multi-Classification Task at Prostate MRI Based on End-to-End Framework Learning From Diagnostic Logic of Radiologists
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2021, 卷号: 68, 期号: 12, 页码: 3690-3700
作者:
Shao, Lizhi
;
Liu, Zhenyu
;
Yan, Ye
;
Liu, Jiangang
;
Ye, Xiongjun
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2021/12/28
Magnetic resonance imaging
Principal component analysis
Pathology
Lesions
Optimization
Task analysis
Predictive models
Gleason score
prostate cancer
patient-level prediction
joint optimization
MRI
reinforcement learning
CogEmoNet: A Cognitive-Feature-Augmented Driver Emotion Recognition Model for Smart Cockpit
期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 页码: 12
作者:
Li, Wenbo
;
Zeng, Guanzhong
;
Zhang, Juncheng
;
Xu, Yan
;
Xing, Yang
收藏
  |  
浏览/下载:34/0
  |  
提交时间:2022/01/27
Emotion recognition
Feature extraction
Cognitive processes
Face recognition
Task analysis
Information processing
Convolutional neural networks
Affective computing
driver emotion
facial expression
human-machine interaction (HMI)
smart cockpit
DFR-Net: A Novel Multi-Task Learning Network for Real-Time Multi-Instrument Segmentation
会议论文
中国成都, 2021.10.20-24
作者:
Zhou, Yan-Jie
;
Liu, Shi-Qi
;
Xie, Xiao-Liang
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2022/06/14
neural networks
instrument segmentation
multi-task learning
Design and Performance Evaluation of a Novel Vascular Robotic System for Complex Percutaneous Coronary Interventions
会议论文
Mexico, 2021.11.1 - 2021.11.5
作者:
Han-Lin Zhao
;
Shi-Qi Liu
;
Xiao-Hu Zhou,
;
Xiao-Liang Xie
;
Zeng-Guang Hou
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/06/15
sugical robot
Intervention
A Real-Time Multifunctional Framework for Guidewire Morphological and Positional Analysis in Interventional X-Ray Fluoroscopy
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 13, 期号: 3, 页码: 657-667
作者:
Zhou, Yan-Jie
;
Xie, Xiao-Liang
;
Zhou, Xiao-Hu
;
Liu, Shi-Qi
;
Bian, Gui-Bin
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2021/11/04
Deep learning
guidewire
robot-assisted intervention
segmentation and localization
X-ray fluoroscopy
Ferritin nanocages for early theranostics of tumors via inflammation-enhanced active targeting
期刊论文
SCIENCE CHINA-LIFE SCIENCES, 2021, 页码: 13
作者:
Jiang, Bing
;
Jia, Xiaohua
;
Ji, Tianjiao
;
Zhou, Meng
;
He, Jiuyang
收藏
  |  
浏览/下载:61/0
  |  
提交时间:2021/11/03
ferritin nanocage
early theranostics
tumor-associated inflammation
multimodality tumor imaging
drug delivery
Real-Time Multi-Guidewire Endpoint Localization in Fluoroscopy Images
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2021, 卷号: 40, 期号: 8, 页码: 2002-2014
作者:
Li, Rui-Qi
;
Xie, Xiao-Liang
;
Zhou, Xiao-Hu
;
Liu, Shi-Qi
;
Ni, Zhen-Liang
收藏
  |  
浏览/下载:63/0
  |  
提交时间:2021/11/02
Location awareness
Surgery
Instruments
Task analysis
Detectors
Real-time systems
Retina
Guidewire endpoint
keypoint localization
surgical instrument
EFFICIENT HUMAN POSE ESTIMATION BY LEARNING DEEPLY AGGREGATED REPRESENTATIONS
会议论文
中国深圳, 2021-7
作者:
Luo, Zhengxiong
;
Wang, Zhicheng
;
Cai, Yuanhao
;
Guanan, Wang
;
Wang, Liang
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/06/09
A Real-Time Multi-Task Framework for Guidewire Segmentation and Endpoint Localization in Endovascular Interventions
会议论文
中国西安, 2021.05.31-06.04
作者:
Zhou, Yan-Jie
;
Liu, Shi-Qi
;
Xie, Xiao-Liang
;
Zhou, Xiao-Hu
;
Wang, Guan-An
收藏
  |  
浏览/下载:11/0
  |  
提交时间:2022/06/14
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