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Deep Learning for Brain MRI Confirms Patterned Pathological Progression in Alzheimer's Disease 期刊论文
ADVANCED SCIENCE, 2022, 页码: 19
作者:  Pan, Dan;  Zeng, An;  Yang, Baoyao;  Lai, Gangyong;  Hu, Bing;  Song, Xiaowei;  Jiang, Tianzi
收藏  |  浏览/下载：247/0  |  提交时间：2023/02/22
Alzheimer's disease  deep learning  longitudinal trajectories of neurodegeneration  structural magnetic resonance imaging  
AutoMSNet: Multi-Source Spatio-Temporal Network via Automatic Neural Architecture Search for Traffic Flow Prediction 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 页码: 15
作者:  Fang, Shen;  Zhang, Chunxia;  Xiang, Shiming;  Pan, Chunhong
收藏  |  浏览/下载：124/0  |  提交时间：2023/02/22
Deep learning  neural architecture search  graph convolution  meta-learning  traffic flow prediction  
A multi-scale, multi-region and attention mechanism-based deep learning framework for prediction of grading in hepatocellular carcinoma 期刊论文
MEDICAL PHYSICS, 2022, 页码: 13
作者:  Wei, Jingwei;  Ji, Qian;  Gao, Yu;  Yang, Xiaozhen;  Guo, Donghui;  Gu, Dongsheng;  Yuan, Chunwang;  Tian, Jie;  Ding, Dawei
收藏  |  浏览/下载：204/0  |  提交时间：2023/03/20
computed tomography  deep learning  hepatocellular carcinoma  histopathological grading  radiomics  
Policy decision of curling in real competition scenes 期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2022, 页码: 12
作者:  Xiao, Qian;  Li, Zongmin;  Wang, Xiangdong;  Liu, Yujie;  Li, Yachuan;  Yang, Chaozhi;  Li, Feimo
收藏  |  浏览/下载：216/0  |  提交时间：2023/02/22
Reinforcement learning  Curling policy decision  Game tree search  Deep learning  
Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer : A multicenter study 期刊论文
BREAST, 2022, 卷号: 66, 页码: 183-190
作者:  Li, Bao;  Li, Fengling;  Liu, Zhenyu;  Xu, FangPing;  Ye, Guolin;  Li, Wei;  Zhang, Yimin;  Zhu, Teng;  Shao, Lizhi;  Chen, Chi;  Sun, Caixia;  Qiu, Bensheng;  Bu, Hong;  Wang, Kun;  Tian, Jie
收藏  |  浏览/下载：216/0  |  提交时间：2022/12/27
Breast cancer  Neoadjuvant chemotherapy  Pathological complete response  Whole-slide image  Deep learning  
Deep learning for predicting major pathological response to neoadjuvant chemoimmunotherapy in non-small cell lung cancer: A multicentre study 期刊论文
EBIOMEDICINE, 2022, 卷号: 86, 页码: 13
作者:  She, Yunlang;  He, Bingxi;  Wang, Fang;  Zhong, Yifan;  Wang, Tingting;  Liu, Zhenchuan;  Yang, Minglei;  Yu, Bentong;  Deng, Jiajun;  Sun, Xiwen;  Wu, Chunyan;  Hou, Likun;  Zhu, Yuming;  Yang, Yang;  Hu, Hongjie;  Dong, Di;  Chen, Chang;  Tian, Jie
收藏  |  浏览/下载：175/0  |  提交时间：2023/02/22
Deep learning  Neoadjuvant chemoimmunotherapy  Major pathological response  Non-small cell lung cancer  
Cross-Architecture Knowledge Distillation 会议论文
INTERNATIONAL JOURNAL OF COMPUTER VISION, Macau SAR, China, 2022.12.4-2022.12.8
作者:  Yufan Liu;  Jiajiong Cao;  Bing Li;  Weiming Hu;  Jingting Ding;  Liang Li
Adobe PDF(1020Kb)  |  收藏  |  浏览/下载：129/41  |  提交时间：2023/04/23
Knowledge distillation  Cross architecture  Model compression  Deep learning  
An attention-guided network for surgical instrument segmentation from endoscopic images 期刊论文
COMPUTERS IN BIOLOGY AND MEDICINE, 2022, 卷号: 151, 页码: 11
作者:  Yang, Lei;  Gu, Yuge;  Bian, Guibin;  Liu, Yanhong
收藏  |  浏览/下载：146/0  |  提交时间：2023/02/22
Surgical instruments  Deep learning  Semantic segmentation  Residual network  Dual attention mechanism  
Fuzzy Deep Forest With Deep Contours Feature for Leaf Cultivar Classification 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 卷号: 30, 期号: 12, 页码: 5431-5444
作者:  Zheng, Wenbo;  Yan, Lan;  Gou, Chao;  Wang, Fei-Yue
收藏  |  浏览/下载：168/0  |  提交时间：2023/01/09
Contour feature learning  data augmentation  deep forest  fuzzy logic  
Rethinking prediction alignment in one-stage object detection 期刊论文
NEUROCOMPUTING, 2022, 卷号: 514, 页码: 58-69
作者:  Xiao, Junrui;  Jiang, He;  Li, Zhikai;  Gu, Qingyi
收藏  |  浏览/下载：195/0  |  提交时间：2022/11/14
Deep learning  Object detection  Detection head  Label assignment