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Segment-then-Segment: Context-Preserving Crop-Based Segmentation for Large Biomedical Images 期刊论文
SENSORS, 2023, 卷号: 23, 期号: 2, 页码: 16
作者:  Bencevic, Marin;  Qiu, Yuming;  Galic, Irena;  Pizurica, Aleksandra
收藏  |  浏览/下载：74/0  |  提交时间：2023/03/02
biomedical images  convolutional neural networks  medical image segmentation  semantic segmentation  
Convolutional-de-convolutional neural networks for recognition of surgical workflow 期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2022, 卷号: 16, 页码: 10
作者:  Chen, Yu-wen;  Zhang, Ju;  Wang, Peng;  Hu, Zheng-yu;  Zhong, Kun-hua
收藏  |  浏览/下载：44/0  |  提交时间：2022/12/26
neural networks  convolutional-de-convolutional  transfer learning  surgical workflow  deep learning  
Privacy-preserving and Communication-efficient Convolutional Neural Network Prediction Framework in Mobile Cloud Computing 期刊论文
KSII TRANSACTIONS ON INTERNET AND INFORMATION SYSTEMS, 2021, 卷号: 15, 期号: 12, 页码: 4345-4363
作者:  Bai, Yanan;  Feng, Yong;  Wul, Wenyuan
收藏  |  浏览/下载：74/0  |  提交时间：2022/08/22
Privacy Preservation  Convolutional Neural Networks  Homomorphic Encryption  Mobile Cloud Computing  Deep Learning  
Inferring Skin Lesion Segmentation With Fully Connected CRFs Based on Multiple Deep Convolutional Neural Networks 期刊论文
IEEE ACCESS, 2020, 卷号: 8, 页码: 144246-144258
作者:  Qiu, Yuming;  Cai, Jingyong;  Qin, Xiaolin;  Zhang, Ju
收藏  |  浏览/下载：91/0  |  提交时间：2020/10/12
Lesions  Image segmentation  Skin  Measurement  Predictive models  Training  Task analysis  Deep convolutional neural networks  ensemble learning  fully connected CRFs  pigmented skin lesion segmentation  
A Novel Method of Heart Failure Prediction Based on DPCNN-XGBOOST Model 期刊论文
CMC-COMPUTERS MATERIALS & CONTINUA, 2020, 卷号: 65, 期号: 1, 页码: 495-510
作者:  Chen, Yuwen;  Qin, Xiaolin;  Zhang, Lige;  Yi, Bin
收藏  |  浏览/下载：87/0  |  提交时间：2020/08/24
Deep pyramid convolutional neural networks  extreme gradient boosting  heart failure prediction