Review of Histopathological Image Segmentation via current Deep Learning Approaches
暂无分享,去创建一个
[1] Max Welling,et al. Improved Semantic Segmentation for Histopathology using Rotation Equivariant Convolutional Networks , 2018 .
[2] Gokhan Bilgin,et al. Cell segmentation in histopathological images with deep learning algorithms by utilizing spatial relationships , 2017, Medical & Biological Engineering & Computing.
[3] Geert J. S. Litjens,et al. Automated segmentation of epithelial tissue in prostatectomy slides using deep learning , 2018, Medical Imaging.
[4] Hao Chen,et al. DCAN: Deep contour‐aware networks for object instance segmentation from histology images , 2017, Medical Image Anal..
[5] Lin Yang,et al. BoxNet: Deep Learning Based Biomedical Image Segmentation Using Boxes Only Annotation , 2018, ArXiv.
[6] Shabanam S. Tamboli,et al. Histopathological Image Analysis for Breast Cancer Diagnosis : A Review , .
[7] Nasir M. Rajpoot,et al. A Stochastic Polygons Model for Glandular Structures in Colon Histology Images , 2015, IEEE Transactions on Medical Imaging.
[8] Andrew Janowczyk,et al. A resolution adaptive deep hierarchical (RADHicaL) learning scheme applied to nuclear segmentation of digital pathology images , 2018, Comput. methods Biomech. Biomed. Eng. Imaging Vis..
[9] Zhenbing Liu,et al. Accurate segmentation of nuclei in pathological images via sparse reconstruction and deep convolutional networks , 2017, Neurocomputing.
[10] Max Welling,et al. Sample Efficient Semantic Segmentation using Rotation Equivariant Convolutional Networks , 2018, ArXiv.
[11] Yuxin Cui,et al. A deep learning algorithm for one-step contour aware nuclei segmentation of histopathology images , 2018, Medical & Biological Engineering & Computing.
[12] Andrew Janowczyk,et al. Deep Learning Tissue Segmentation in Cardiac Histopathology Images , 2017, Deep Learning for Medical Image Analysis.
[13] Adel Hafiane,et al. Integrating segmentation with deep learning for enhanced classification of epithelial and stromal tissues in H&E images , 2017, Pattern Recognit. Lett..
[14] Zhipeng Jia,et al. Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features , 2017, BMC Bioinformatics.
[15] Hao Chen,et al. MILD‐Net: Minimal information loss dilated network for gland instance segmentation in colon histology images , 2018, Medical Image Anal..
[16] Nasir M. Rajpoot,et al. SAMS-NET: Stain-aware multi-scale network for instance-based nuclei segmentation in histology images , 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging (ISBI 2018).
[17] Nassir Navab,et al. Generalizing multistain immunohistochemistry tissue segmentation using one-shot color deconvolution deep neural networks , 2018, ArXiv.
[18] Lin Yang,et al. Deep Adversarial Networks for Biomedical Image Segmentation Utilizing Unannotated Images , 2017, MICCAI.
[19] Geert J. S. Litjens,et al. Automatic segmentation of histopathological slides of renal tissue using deep learning , 2018, Medical Imaging.
[20] Vijaya B. Kolachalama,et al. Segmentation of Glomeruli Within Trichrome Images Using Deep Learning. , 2019, Kidney international reports.
[21] Filippo Molinari,et al. Multi-tissue and multi-scale approach for nuclei segmentation in H&E stained images , 2018, Biomedical engineering online.
[22] A. Madabhushi,et al. Histopathological Image Analysis: A Review , 2009, IEEE Reviews in Biomedical Engineering.