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科研机构
复旦大学上海医学院 [9]
内容类型
期刊论文 [7]
会议论文 [2]
发表日期
2019 [3]
2018 [2]
2017 [2]
2016 [1]
2015 [1]
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专题:复旦大学上海医学院
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Toward automatic prediction of EGFR mutation status in pulmonary adenocarcinoma with 3D deep learning
期刊论文
CANCER MEDICINE, 2019, 卷号: 8, 期号: 7
作者:
Zhao, Wei
;
Yang, Jiancheng
;
Ni, Bingbing
;
Bi, Dexi
;
Sun, Yingli
收藏
  |  
浏览/下载:33/0
  |  
提交时间:2019/12/05
convolutional neural networks
deep learning
EGFR
mixup training technique
radiomics
Image synthesis-based multi-modal image registration framework by using deep fully convolutional networks
期刊论文
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2019, 卷号: 57, 期号: 5
作者:
Wang, Manning
;
Jiang, Dongsheng
;
Liu, Xueli
;
Song, Zhijian
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2019/12/05
Multi-modal registration
Image synthesis
Convolutional neural network
Semisupervised Scene Classification for Remote Sensing Images: A Method Based on Convolutional Neural Networks and Ensemble Learning
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2019, 卷号: 16, 期号: 6
作者:
Dai, Xueyuan
;
Wu, Xiaofeng
;
Wang, Bin
;
Zhang, Liming
收藏
  |  
浏览/下载:16/0
  |  
提交时间:2019/12/05
Convolutional neural networks (CNNs)
ensemble learning (EL)
remote sensing (RS) images
scene classification
Semi-supervised classification
A Multi-scale Pyramid of Fully Convolutional Networks for Automatic Cell Detection
会议论文
作者:
Gu, Jiang
;
Zhu, Yichen
;
Yang, Bohong
;
Jia, Jingkai
;
Wang, Juanjuan
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2019/12/05
cell detection
histopathology
convolutional neural network
3D Convolutional Neural Networks Fusion Model for Lung Nodule Detection on Clinical CT Scans
会议论文
作者:
Cao, Guitao
;
Huang, Tiantian
;
Cao, Wenming
;
Hou, Kai
;
Liu, Peng
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/05
nodule detection
3D Convolutional Neural Networks
model fusion
clinical data
Automatic ear detection and feature extraction using Geometric Morphometrics and convolutional neural networks
期刊论文
IET BIOMETRICS, 2017, 卷号: 6, 期号: 3
作者:
Cintas, Celia
;
Quinto-Sanchez, Mirsha
;
Acuna, Victor
;
Paschetta, Carolina
;
de Azevedo, Soledad
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2019/12/05
learning (artificial intelligence)
neural nets
feature extraction
computational geometry
image matching
biometrics (access control)
feature extraction
geometric morphometrics
phenotypic information
anatomical structure identification
fingerprints
iris patterns
facial traits
ear structure
ear biometric markers
nonintrusive method
facial expressions
phenotypic attributes
deep-learning algorithms
automatic ear detection
2D landmarks
convolutional neural network training
morphometric landmarks
human-assisted landmark matching
feature vectors
people identification
Segmentation of Fetal Left Ventricle in Echocardiographic Sequences Based on Dynamic Convolutional Neural Networks
期刊论文
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2017, 卷号: 64, 期号: 8
作者:
Yu, Li
;
Guo, Yi
;
Wang, Yuanyuan
;
Yu, Jinhua
;
Chen, Ping
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2019/12/05
Dynamic convolutional neural networks (CNN)
echocardiographic sequences
fine-tuning
mitral valve (MV) base points
Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks
期刊论文
IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2016, 卷号: 13, 期号: 12
作者:
Zhou, Yu
;
Wang, Haipeng
;
Xu, Feng
;
Jin, Ya-Qiu
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/06
Deep convolutional neural network
polarimetric synthetic aperture radar (POLSAR)
supervised classification
Towards dropout training for convolutional neural networks
期刊论文
NEURAL NETWORKS, 2015, 卷号: 71
作者:
Wu, Haibing
;
Gu, Xiaodong
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/19
Deep learning
Convolutional neural networks
Max-pooling dropout
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