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An SVM-Based Atrial Fibrillation Detection Processor IC with a 95.8-% Sensitivity for Low-Power Event-Driven Cardiac Monitoring Applications
会议论文
2024 INTERNATIONAL VLSI SYMPOSIUM ON TECHNOLOGY, SYSTEMS AND APPLICATIONS (VLSI TSA), HsinChu, Taiwan, 22-25 April 2024
作者:
Kanjun Zhou
;
Xinyue Gu
;
Hongming Lyu
Adobe PDF(1940Kb)
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收藏
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浏览/下载：356/12
|
提交时间：2024/06/17
Application specific integrated circuits
Diseases
Energy efficiency
Fast Fourier transforms
Feature extraction
Frequency domain analysis
Heart
Signal processing
Support vector machines
Timing circuits
Atrial fibrillation
Cardiac monitoring
Cardiac signals
Energy efficient
Event-driven
Implantable cardiac monitoring
Low Power
Monitoring applications
R-peak detection
Support vectors machine
Development and validation of machine learning-based transient identification models in a liquid-fueled molten salt reactor system
期刊论文
NUCLEAR ENGINEERING AND DESIGN, 2023, 卷号: 415
作者:
Zhou, Tianze
;
Yu, Kaicheng
;
Cheng, Maosong
;
Li, Rui
;
Dai, Zhimin
Adobe PDF(6279Kb)
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收藏
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浏览/下载：258/0
|
提交时间：2023/10/27
Decision trees
Learning systems
Nearest neighbor search
Nuclear energy
Nuclear fuels
Nuclear reactor accidents
Recurrent neural networks
Support vector machines
'current
Engineering applications
Identification modeling
Machine-learning
Nuclear reactor systems
Nuclear safety
Prevention of accidents
Rapid identification
Reactor systems
Transient identification
ML-DSVM+: A meta-learning based deep SVM+ for computer-aided diagnosis
期刊论文
PATTERN RECOGNITION, 2023, 卷号: 134
作者:
Han, Xiangmin
;
Wang, Jun
;
Ying, Shihui
;
Shi, Jun
;
Shen, Dinggang
Adobe PDF(3405Kb)
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收藏
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浏览/下载：707/0
|
提交时间：2022/10/14
Brain mapping
Classification (of information)
Computer aided diagnosis
Computer aided instruction
Deep neural networks
Electronic data interchange
Knowledge management
Neurodegenerative diseases
Feature representation
Imaging modality
Learning using privileged information
Metalearning
Performance
Single-modal
Support vector machine plus
Support vectors machine
Target domain
Transfer learning
Doubly Supervised Transfer Classifier for Computer-Aided Diagnosis with Imbalanced Modalities
期刊论文
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2022, 卷号: 41, 期号: 8
作者:
Xiangmin Han
;
Xiaoyan Fei
;
Jun Wang
;
Tao Zhou
;
Shihui Ying
Adobe PDF(2213Kb)
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收藏
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浏览/下载：359/0
|
提交时间：2022/03/04
Computer aided diagnosis
Computer aided instruction
Knowledge management
Neuroimaging
Block diagonal
Block-diagonal low-rank
Classifier algorithms
Doubly supervised transfer classifier
Knowledge transfer
Modality imbalance
Single-modal
Support vector machine plus
Support vectors machine
Transfer learning
Photoacoustic Classification of Tumor Model Morphology Based on Support Vector Machine: A Simulation and Phantom Study
期刊论文
IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 2019, 卷号: 25, 期号: 1
作者:
Hengrong Lan
;
Tingyang Duan
;
Hongtao Zhong
;
Meng Zhou
;
Fei Gao
Adobe PDF(3162Kb)
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收藏
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浏览/下载：770/2
|
提交时间：2018/09/09
Photoacoustic imaging
support vector machine
tumor malignance
Photoacoustic classification of tumor malignancy based on support vector machine
会议论文
OPTICS IN HEALTH CARE AND BIOMEDICAL OPTICS VIII, Beijing, China
作者:
Lan, Hengrong
;
Duan, Tinyang
;
Zhong, Hongtao
;
Zhou, Meng
;
Gao, Fei
Adobe PDF(496Kb)
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收藏
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浏览/下载：589/0
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提交时间：2018/12/14
Photoacoustic imaging
support vector machine
tumor malignance
Machine Learning for Noise Sensor Placement and Full-Chip Voltage Emergency Detection
期刊论文
IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, 2017, 卷号: 36, 期号: 3, 页码: 421-434
作者:
Xiaochen Liu
;
Shupeng Sun
;
Xin Li
;
Haifeng Qian
;
Pingqiang Zhou
Adobe PDF(1164Kb)
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收藏
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浏览/下载：488/0
|
提交时间：2017/07/04
Group Lasso
linear support vector machine (LSVM)
machine learning
noise sensor
sensor placement
voltage emergency
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