Glomerulosclerosis identification in whole slide images using semantic segmentation
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Oscar Déniz-Suárez | Gloria Bueno | Lucía González-López | M. del Milagro Fernández-Carrobles | G. Bueno | M. Fernández-Carrobles | O. Déniz-Suárez | L. González-López | Maria del Milagro Fernández-Carrobles
[1] Phedias Diamandis,et al. Physician perspectives on integration of artificial intelligence into diagnostic pathology , 2019, npj Digital Medicine.
[2] Nasir M. Rajpoot,et al. A Nonlinear Mapping Approach to Stain Normalization in Digital Histopathology Images Using Image-Specific Color Deconvolution , 2014, IEEE Transactions on Biomedical Engineering.
[3] Volodymyr Turchenko,et al. A Deep Convolutional Auto-Encoder with Pooling - Unpooling Layers in Caffe , 2017, Int. J. Comput..
[4] Michael Gadermayr,et al. CNN Cascades for Segmenting Whole Slide Images of the Kidney , 2017, Comput. Medical Imaging Graph..
[5] Jean-Christophe Olivo-Marin,et al. An approach for detection of glomeruli in multisite digital pathology , 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI).
[6] Malgorzata Lorent,et al. Deep learning for damaged tissue detection and segmentation in Ki-67 brain tumor specimens based on the U-net model , 2018 .
[7] S. Joshua Swamidass,et al. Deep Learning Global Glomerulosclerosis in Transplant Kidney Frozen Sections , 2018, bioRxiv.
[8] José García Rodríguez,et al. A survey on deep learning techniques for image and video semantic segmentation , 2018, Appl. Soft Comput..
[9] Daniel A Beard,et al. Region-Based Convolutional Neural Nets for Localization of Glomeruli in Trichrome-Stained Whole Kidney Sections. , 2018, Journal of the American Society of Nephrology : JASN.
[10] Thomas Brox,et al. U-Net: Convolutional Networks for Biomedical Image Segmentation , 2015, MICCAI.
[11] Gloria Bueno,et al. Glomerulus Classification with Convolutional Neural Networks , 2017, MIUA.
[12] Yacov Hel-Or,et al. Multiple histogram matching , 2013, 2013 IEEE International Conference on Image Processing.
[13] Yoshihiro Hirohashi,et al. Segmental HOG: new descriptor for glomerulus detection in kidney microscopy image , 2015, BMC Bioinformatics.
[14] Gloria Bueno,et al. Glomerulus Classification and Detection Based on Convolutional Neural Networks , 2018, J. Imaging.
[15] Angelo Duarte,et al. PathoSpotter-K: A computational tool for the automatic identification of glomerular lesions in histological images of kidneys , 2017, Scientific Reports.
[16] Sanjeev Sethi,et al. Global Glomerulosclerosis in Kidney Biopsies With Differing Amounts of Cortex: A Clinical-Pathologic Correlation Study , 2019, Kidney medicine.
[17] Germain Forestier,et al. Detection of glomeruli in renal pathology by mutual comparison of multiple staining modalities , 2017, Proceedings of the 10th International Symposium on Image and Signal Processing and Analysis.
[18] Amin Y. Barakat. Renal disease in children : clinical evaluation and diagnosis , 1990 .
[19] Geoffrey E. Hinton,et al. ImageNet classification with deep convolutional neural networks , 2012, Commun. ACM.
[20] Roberto Cipolla,et al. SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.
[21] John E. Tomaszewski,et al. Glomerular detection and segmentation from multimodal microscopy images using a Butterworth band-pass filter , 2018, Medical Imaging.
[22] Arkadiusz Gertych,et al. A Multi-scale U-Net for Semantic Segmentation of Histological Images from Radical Prostatectomies , 2017, AMIA.
[23] Danny Ziyi Chen,et al. A Deep Learning Approach for Semantic Segmentation in Histology Tissue Images , 2016, MICCAI.
[24] Oscar Déniz-Suárez,et al. Automatic quantification of IHC stain in breast TMA using colour analysis , 2017, Comput. Medical Imaging Graph..
[25] D. R. Turner,et al. Atlas of Renal Pathology , 1980, Current Histopathology.
[26] Michael S. Bernstein,et al. ImageNet Large Scale Visual Recognition Challenge , 2014, International Journal of Computer Vision.
[27] J. S. Marron,et al. A method for normalizing histology slides for quantitative analysis , 2009, 2009 IEEE International Symposium on Biomedical Imaging: From Nano to Macro.
[28] Erik Reinhard,et al. Color Transfer between Images , 2001, IEEE Computer Graphics and Applications.
[29] Vijaya B. Kolachalama,et al. Segmentation of Glomeruli Within Trichrome Images Using Deep Learning. , 2019, Kidney international reports.