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High-resolution feature based central venous catheter tip detection network in X-ray images 期刊论文
MEDICAL IMAGE ANALYSIS, 2023, 卷号: 88, 页码: 13
作者:  Wang, Yuhan;  Lam, Hak Keung;  Hou, Zeng-Guang;  Li, Rui-Qi;  Xie, Xiao-Liang;  Liu, Shi-Qi
收藏  |  浏览/下载：84/0  |  提交时间：2023/11/17
Catheter tip  X-ray based detection  Position detection  Convolutional Neural Network (CNN)  
SurgiNet: Pyramid Attention Aggregation and Class-wise Self-Distillation for Surgical Instrument Segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2022, 卷号: 76, 页码: 102310
作者:  Ni, Zhen-Liang;  Zhou, Xiao-Hu;  Wang, Guan-An;  Yue, Wen-Qian;  Li, Zhen;  Bian, Gui-Bin;  Hou, Zeng-Guang
Adobe PDF(1944Kb)  |  收藏  |  浏览/下载：491/203  |  提交时间：2022/02/16
Surgical Insturment Segmentation  Class-wise Self-Distillation  Pyramid Attention  
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge 期刊论文
MEDICAL IMAGE ANALYSIS, 2021, 卷号: 70, 页码: 26
作者:  Ross, Tobias;  Reinke, Annika;  Full, Peter M.;  Wagner, Martin;  Kenngott, Hannes;  Apitz, Martin;  Hempe, Hellena;  Mindroc-Filimon, Diana;  Scholz, Patrick;  Thuy Nuong Tran;  Bruno, Pierangela;  Arbelaez, Pablo;  Bian, Gui-Bin;  Bodenstedt, Sebastian;  Bolmgren, Jon Lindstrom;  Bravo-Sanchez, Laura;  Chen, Hua-Bin;  Gonzalez, Cristina;  Guo, Dong;  Halvorsen, Pal;  Heng, Pheng-Ann;  Hosgor, Enes;  Hou, Zeng-Guang;  Isensee, Fabian;  Jha, Debesh;  Jiang, Tingting;  Jin, Yueming;  Kirtac, Kadir;  Kletz, Sabrina;  Leger, Stefan;  Li, Zhixuan;  Maier-Hein, Klaus H.;  Ni, Zhen-Liang;  Riegler, Michael A.;  Schoeffmann, Klaus;  Shi, Ruohua;  Speidel, Stefanie;  Stenzel, Michael;  Twick, Isabell;  Wang, Gutai;  Wang, Jiacheng;  Wang, Liansheng;  Wang, Lu;  Zhang, Yujie;  Zhou, Yan-Jie;  Zhu, Lei;  Wiesenfarth, Manuel;  Kopp-Schneider, Annette;  Mueller-Stich, Beat P.;  Maier-Hein, Lena
收藏  |  浏览/下载：216/0  |  提交时间：2021/06/07
Multi-instance instrument  Minimally invasive surgery  Robustness and generalization  Surgical data science  
Deep Pyramid Local Attention Neural Network for Cardiac Structure Segmentation in Two-dimensional Echocardiography 期刊论文
Medical Image Analysis, 2021, 卷号: 67, 期号: 67, 页码: 101873
作者:  Fei Liu;  Wang K(王坤);  Dan Liu;  Xin Yang;  Jie Tian
浏览  |  Adobe PDF(3848Kb)  |  收藏  |  浏览/下载：398/109  |  提交时间：2020/11/02
2D echocardiography  Cardiac structure segmentation  Pyramid local attention  Label coherence learning  
Cascaded one-shot deformable convolutional neural networks: Developing a deep learning model for respiratory motion estimation in ultrasound sequences 期刊论文
Medical Image Analysis, 2020, 卷号: 65, 期号: 65, 页码: 101793
作者:  Fei Liu;  Dan Liu;  Jie Tian;  Xiaoyan Xie;  Xin Yang;  Wang K(王坤)
Adobe PDF(3180Kb)  |  收藏  |  浏览/下载：179/54  |  提交时间：2020/11/02
Ultrasound sequence  Respiratory motion estimation  Cascaded Siamese network  One-shot deformable convolution  
Automatic brain labeling via multi-atlas guided fully convolutional networks 期刊论文
Medical Image Analysis, 2019, 期号: 52, 页码: 157-168
作者:  Longwei Fang;  Lichi Zhang;  Dong Nie;  Xiaohuan Cao;  Islem Rekik;  Seong-Whan Lee;  Huiguang He;  Dingguang Shen
Adobe PDF(2952Kb)  |  收藏  |  浏览/下载：478/173  |  提交时间：2019/05/05
Brain Image Labeling, Multi-atlas-based Method, Fully Convolutional Network, Patch-based Labeling  
Dictionary-based fiber orientation estimation with improved spatial consistency 期刊论文
MEDICAL IMAGE ANALYSIS, 2018, 卷号: 44, 期号: 44, 页码: 41-53
作者:  Ye, Chuyang;  Prince, Jerry L.
浏览  |  Adobe PDF(4635Kb)  |  收藏  |  浏览/下载：275/72  |  提交时间：2018/01/12
Diffusion Mri  Dictionary-based Fo Estimation  Spatial Consistency  Pairwise Fo Dissimilarity  
A deep learning model integrating FCNNs and CRFs for brain tumor segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2018, 卷号: 43, 期号: -, 页码: 98-111
作者:  Zhao, Xiaomei;  Wu, Yihong;  Song, Guidong;  Li, Zhenye;  Zhang, Yazhuo;  Fan, Yong
浏览  |  Adobe PDF(1963Kb)  |  收藏  |  浏览/下载：400/120  |  提交时间：2018/01/04
Brain Tumor Segmentation  Fully Convolutional Neural Networks  Conditional Random Fields  Deep Learning  
Tissue microstructure estimation using a deep network inspired by a dictionary-based framework 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 42, 期号: 42, 页码: 288-299
作者:  Ye, Chuyang
浏览  |  Adobe PDF(3514Kb)  |  收藏  |  浏览/下载：309/107  |  提交时间：2018/01/12
Diffusion Mri  Tissue Microstructure  Noddi  Sparse Reconstruction  Deep Network  
Central focused convolutional neural networks: Developing a data-driven model for lung nodule segmentation 期刊论文
MEDICAL IMAGE ANALYSIS, 2017, 卷号: 40, 期号: 40, 页码: 172-183
作者:  Wang, Shuo;  Zhou, Mu;  Liu, Zaiyi;  Liu, Zhenyu;  Gu, Dongsheng;  Zang, Yali;  Dong, Di;  Gevaert, Olivier;  Tian, Jie
浏览  |  Adobe PDF(3023Kb)  |  收藏  |  浏览/下载：543/222  |  提交时间：2018/01/08
Lung Nodule Segmentation  Convolutional Neural Networks  Deep Learning  Computer-aided Diagnosis