References

Digital images and the future of digital pathology

10.4103/2153-3539.68332 · 2010 · External reference

10.1146/annurev-bioeng-071516-044442

10.1146/annurev-bioeng-071516-044442 · External reference

10.1146/annurev-bioeng-112415-114722

10.1146/annurev-bioeng-112415-114722 · External reference

Digital pathology image analysis: opportunities and challenges

10.2217/iim.09.9 · 2009 · External reference

10.1109/rbme.2009.2034865

10.1109/rbme.2009.2034865 · External reference

10.1016/j.media.2017.07.005

10.1016/j.media.2017.07.005 · External reference

10.1109/rbme.2016.2515127

10.1109/rbme.2016.2515127 · External reference

Unresolved reference

2012 · External reference

Unresolved reference

2015 · External reference

10.1016/j.neucom.2016.01.034

10.1016/j.neucom.2016.01.034 · External reference

Unresolved reference

2016 · External reference

Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis

10.1038/srep26286 · 2016 · External reference

Unresolved reference

2017 · External reference

Unresolved reference

2016 · External reference

Unresolved reference

2016 · External reference

Unresolved reference

2017 · External reference

MRF-ANN: a machine learning approach for automated ER scoring of breast cancer immunohistochemical images

10.1111/jmi.12552 · 2017 · External reference

Unresolved reference

2015 · External reference

Unresolved reference

2016 · External reference

Mitosis detection in breast cancer histological images An ICPR 2012 contest

10.4103/2153-3539.112693 · 2013 · External reference

Unresolved reference

2016 · External reference

Machine learning approaches to analyze histological images of tissues from radical prostatectomies

10.1016/j.compmedimag.2015.08.002 · 2015 · External reference

10.1016/j.media.2016.08.008

10.1016/j.media.2016.08.008 · External reference

Quantification of tumour budding, lymphatic vessel density and invasion through image analysis in colorectal cancer

10.1186/1479-5876-12-156 · 2014 · External reference

Content-based histopathology image retrieval using a kernel-based semantic annotation framework

10.1016/j.jbi.2011.01.011 · 2011 · External reference

Unresolved reference

2009 · External reference

Content-based histopathology image retrieval using CometCloud

10.1186/1471-2105-15-287 · 2014 · External reference

10.4103/2153-3539.159441

10.4103/2153-3539.159441 · External reference

Unresolved reference

2014 · External reference

Out-of-sample extrapolation utilizing semi-supervised manifold learning (OSE-SSL): content based image retrieval for histopathology images

10.1038/srep27306 · 2016 · External reference

Towards large-scale histopathological image analysis: Hashing-based image retrieval

10.1109/tmi.2014.2361481 · 2015 · External reference

10.1007/978-4-431-55705-0_1

10.1007/978-4-431-55705-0_1 · 2016 · External reference

10.1038/ng.2764

10.1038/ng.2764 · External reference

Clinicopathological correlates of activating GNAS mutations in intraductal papillary mucinous neoplasm (IPMN) of the pancreas

10.1245/s10434-013-3096-1 · 2013 · External reference

Comprehensive histologic analysis of ALK-rearranged lung carcinomas

10.1097/pas.0b013e3182233e06 · 2011 · External reference

10.1126/scitranslmed.3002564

10.1126/scitranslmed.3002564 · External reference

10.1038/ncomms12474

10.1038/ncomms12474 · External reference

Unresolved reference

2017 · External reference

Unresolved reference

2017 · External reference

Unresolved reference

External reference

10.1093/bioinformatics/btw013

10.1093/bioinformatics/btw013 · External reference

Unresolved reference

External reference

Unresolved reference

External reference

Mouse cursor movement and eye tracking data as an indicator of pathologists' attention when viewing digital whole slide images

10.4103/2153-3539.104905 · 2012 · External reference

Localization of diagnostically relevant regions of interest in whole slide images: a comparative study

10.1007/s10278-016-9873-1 · 2016 · External reference

An active learning based classification strategy for the minority class problem: application to histopathology annotation

10.1186/1471-2105-12-424 · 2011 · External reference

An active learning approach for rapid characterization of endothelial cells in human tumors

10.1371/journal.pone.0090495 · 2014 · External reference

Unresolved reference

2014 · External reference

Weakly supervised histopathology cancer image segmentation and classification

10.1016/j.media.2014.01.010 · 2014 · External reference

Parallel multiple instance learning for extremely large histopathology image analysis

10.1186/s12859-017-1768-8 · 2017 · External reference

Unresolved reference

2017 · External reference

A structured latent model for ovarian carcinoma subtyping from histopathology slides

10.1016/j.media.2017.04.008 · 2017 · External reference

10.1007/978-3-319-24888-2_32

10.1007/978-3-319-24888-2_32 · External reference

Large scale tissue histopathology image classification, segmentation, and visualization via deep convolutional activation features

10.1186/s12859-017-1685-x · 2017 · External reference

Unresolved reference

External reference

Breast cancer multi-classification from histopathological images with structured deep learning model

10.1038/s41598-017-04075-z · 2017 · External reference

Accurate segmentation of cervical cytoplasm and nuclei based on multiscale convolutional network and graph partitioning

10.1109/tbme.2015.2430895 · 2015 · External reference

Unresolved reference

2014 · External reference

Unresolved reference

2006 · External reference

Multi-class texture analysis in colorectal cancer histology

10.1038/srep27988 · 2016 · External reference

A texture based pattern recognition approach to distinguish melanoma from non-melanoma cells in histopathological tissue microarray sections

10.1371/journal.pone.0062070 · 2013 · External reference

Unresolved reference

2007 · External reference

Identification of tumor epithelium and stroma in tissue microarrays using texture analysis

10.1186/1746-1596-7-22 · 2012 · External reference

Unresolved reference

2017 · External reference

Stain specific standardization of whole-slide histopathological images

10.1109/tmi.2015.2476509 · 2016 · External reference

Unresolved reference

2017 · External reference

A nonlinear mapping approach to stain normalization in digital histopathology images using image-specific color deconvolution

10.1109/tbme.2014.2303294 · 2014 · External reference

Unresolved reference

2017 · External reference

Unresolved reference

2017 · External reference

Unresolved reference

External reference

Unresolved reference

2015 · External reference

Unresolved reference

2010 · External reference

Eliminating tissue-fold artifacts in histopathological whole-slide images for improved image-based prediction of cancer grade

10.4103/2153-3539.117448 · 2013 · External reference

Unresolved reference

2009 · External reference

Unresolved reference

2017 · External reference

10.1007/s11263-015-0816-y

10.1007/s11263-015-0816-y · External reference

Unresolved reference

2016 · External reference

Unresolved reference

External reference

10.1038/ng.2653

10.1038/ng.2653 · External reference

Unresolved reference

External reference

The Stanford tissue microarray database

10.1093/nar/gkm861 · 2008 · External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

2017 · External reference

Unresolved reference

2017 · External reference

Unresolved reference

2017 · External reference

Unresolved reference

External reference

Unresolved reference

2008 · External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

External reference

Unresolved reference

External reference

Continuous representation of tumor microvessel density and detection of angiogenic hotspots in histological whole-slide images

10.18632/oncotarget.4383 · 2015 · External reference

Unresolved reference

External reference

10.1109/tmi.2017.2677499

10.1109/tmi.2017.2677499 · External reference

Unresolved reference

External reference

Unresolved reference

External reference

10.4103/2153-3539.186902

10.4103/2153-3539.186902 · External reference

Unresolved reference

External reference

Data integration from pathology slides for quantitative imaging of multiple cell types within the tumor immune cell infiltrate

2017 · External reference

Unresolved reference

External reference

Support vector machine active learning with applications to text classification

2001 · External reference

Unresolved reference

1994 · External reference

10.1016/s0004-3702(96)00034-3

10.1016/s0004-3702(96)00034-3 · External reference

Unresolved reference

2017 · External reference

Unresolved reference

2015 · External reference

Unresolved reference

2017 · External reference

A novel method for morphological pleomorphism and heterogeneity quantitative measurement: named cell feature level co-occurrence matrix

10.4103/2153-3539.189699 · 2016 · External reference

A comparative study of texture measures with classification based on featured distributions

10.1016/0031-3203(95)00067-4 · 1996 · External reference

Unresolved reference

2015 · External reference

Unresolved reference

External reference

Unresolved reference

2015 · External reference

Evaluating the visualization of what a deep neural network has learned

10.1109/tnnls.2016.2599820 · 2017 · External reference

Unresolved reference

2017 · External reference

Unresolved reference

2017 · External reference

10.1117/12.2216448

10.1117/12.2216448 · External reference

Unresolved reference

2016 · External reference

10.4103/2153-3539.189703

10.4103/2153-3539.189703 · External reference

Multiparametric immune profiling in HPV− oral squamous cell cancer

10.1172/jci.insight.93652 · 2017 · External reference

Computerized image-based detection and grading of lymphocytic infiltration in HER2+ breast cancer histopathology

10.1109/tbme.2009.2035305 · 2010 · External reference