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Tumor segmentation in whole-slide images of histology slides is an important step towards computer-assisted diagnosis.
Persistent homology: An introduction and a new text representation for natural language processing
Zhu X · 1953
Earlier work this paper cites.
Loopy belief propagation for approximate inference: An empirical study
Murphy KP, Weiss Y, Jordan MI · 1999
Earlier work this paper cites.
Quantification of histochemical staining by color deconvolution
Ruifrok AC, Johnston DA, et al · 2001
Earlier work this paper cites.
Comparative oncology
Baba AI, Câtoi C · 2007
Earlier work this paper cites.
Persistent homology-a survey
Edelsbrunner H, Harer J · 2008
Earlier work this paper cites.
Barcodes: the persistent topology of data
Ghrist R · 2008
Earlier work this paper cites.
Topology and data
Carlsson G · 2009
Earlier work this paper cites.
Histopathological image analysis: A review
Gurcan MN, Boucheron LE, Can A, Madabhushi A, Rajpoot NM, Yener B · 2009
Earlier work this paper cites.
Color graphs for automated cancer diagnosis and grading
Altunbay D, Cigir C, Sokmensuer C, Gunduz-Demir C · 2010
Earlier work this paper cites.
Estimates of cancer incidence and mortality in europe in 2008
Ferlay J, Parkin D, Steliarova-Foucher E · 2010
Earlier work this paper cites.
Trends and challenges in pathology practice: choices and necessities
Kamel HM · 2011
Earlier work this paper cites.
Quantifying histological features of cancer biospecimens for biobanking quality assurance using automated morphometric pattern recognition image analysis algorithms
Webster JD, Simpson ER, Michalowski AM, Hoover SB, Simpson RM · 2011
Earlier work this paper cites.
Digital pathology: Data-intensive frontier in medical imaging
Cooper LA, Carter AB, Farris AB, Wang F, Kong J, Gutman DA, Widener P, Pan TC, Cholleti SR, Sharma A, et al · 2012
Earlier work this paper cites.
Finding exemplars from pairwise dissimilarities via simultaneous sparse recovery
Elhamifar E, Sapiro G, Vidal R · 2012
Earlier work this paper cites.
Imagenet classification with deep convolutional neural networks
Krizhevsky A, Sutskever I, Hinton GE · 2012
Earlier work this paper cites.
Identification of tumor epithelium and stroma in tissue microarrays using texture analysis
Linder N, Konsti J, Turkki R, Rahtu E, Lundin M, Nordling S, Haglund C, Ahonen T, Pietikäinen M, Lundin J · 2012
Earlier work this paper cites.
Multiple clustered instance learning for histopathology cancer image classification, segmentation and clustering
Xu Y, Zhu JY, Chang E, Tu Z · 2012
Earlier work this paper cites.
Hymap: A hybrid magnitude-phase approach to unsupervised segmentation of tumor areas in breast cancer histology images
Khan AM, El-Daly H, Simmons E, Rajpoot NM · 2013
Earlier work this paper cites.
A simple mathematical model utilizing topological invariants for automatic detection of tumor areas in digital tissue images
Nakane K, Tsuchihashi Y, Matsuura N · 2013
Earlier work this paper cites.
A prospective, multi-institutional diagnostic trial to determine pathologist accuracy in estimation of percentage of malignant cells
Viray H, Li K, Long TA, Vasalos P, Bridge JA, Jennings LJ, Halling KC, Hameed M, Rimm DL · 2013
Cited alongside, same era.
The estimation of tumor cell percentage for molecular testing by pathologists is not accurate
Smits AJ, Kummer JA, De Bruin PC, Bol M, Van Den Tweel JG, Seldenrijk KA, Willems SM, Offerhaus GJA, De Weger RA, Van Diest PJ, et al · 2014
Cited alongside, same era.
Persistent homology transform for modeling shapes and surfaces
Turner K, Mukherjee S, Boyer DM · 2014
Cited alongside, same era.
Persistent homology analysis of protein structure, flexibility, and folding
Xia K, Wei GW · 2014
Cited alongside, same era.
Weakly supervised histopathology cancer image segmentation and classification
Xu Y, Zhu JY, Eric I, Chang C, Lai M, Tu Z · 2014
Cited alongside, same era.
Multi-class texture analysis in colorectal cancer histology
Kather JN, Weis CA, Bianconi F, Melchers SM, Schad LR, Gaiser T, Marx A, Zöllner FG · 2016
Later among the works it cites.
Persistent homology-based gait recognition robust to upper body variations
Lamar-Leon J, Alonso-Baryolo R, Garcia-Reyes E, Gonzalez-Diaz R · 2016
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Deep learning as a tool for increased accuracy and efficiency of histopathological diagnosis
Litjens G, Sánchez CI, Timofeeva N, Hermsen M, Nagtegaal I, Kovacs I, Hulsbergen-Van De Kaa C, Bult P, Van Ginneken B, Van Der Laak J · 2016
Later among the works it cites.
Topological trajectory classification with filtrations of simplicial complexes and persistent homology
Pokorny FT, Hawasly M, Ramamoorthy S · 2016
Later among the works it cites.
Persistent homology for fast tumor segmentation in whole slide histology images
Qaiser T, Sirinukunwattana K, Nakane K, Tsang YW, Epstein D, Rajpoot N · 2016
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Tumor localization in tissue microarrays using rotation invariant superpixel pyramids
Akbar S, Jordan L, Thompson AM, McKenna SJ · 2015
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Persistent homology for path planning in uncertain environments
Bhattacharya S, Ghrist R, Kumar V · 2015
Cited alongside, same era.
Discrimination between tumour epithelium and stroma via perception-based features
Bianconi F, Álvarez-Larrán A, Fernández A · 2015
Cited alongside, same era.
Fast and accurate deep network learning by exponential linear units (elus)
Clevert DA, Unterthiner T, Hochreiter S · 2015
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Homology-based method for detecting regions of interest in colonic digital images
Nakane K, Takiyama A, Mori S, Matsuura N · 2015
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U-net: Convolutional networks for biomedical image segmentation
Ronneberger O, Fischer P, Brox T · 2015
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Global cancer statistics, 2012
Torre LA, Bray F, Siegel RL, Ferlay J, Lortet-Tieulent J, Jemal A · 2015
Cited alongside, same era.
Validation of digital pathology imaging for primary histopathological diagnosis
Snead DR, Tsang YW, Meskiri A, Kimani PK, Crossman R, Rajpoot NM, Blessing E, Chen K, Gopalakrishnan K, Matthews P, et al · 2016
Later among the works it cites.
Clustering Survival Data Using Random Forest and Persistent Homology
Wubie BA · 2016
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Paying more attention to attention: Improving the performance of convolutional neural networks via attention transfer
Zagoruyko S, Komodakis N · 2016
Later among the works it cites.
Diagnostic assessment of deep learning algorithms for detection of lymph node metastases in women with breast cancer
Bejnordi BE, Veta M, van Diest PJ, van Ginneken B, Karssemeijer N, Litjens G, van der Laak JA, Hermsen M, Manson QF, Balkenhol M, et al · 2017
Later among the works it cites.
Integration of element specific persistent homology and machine learning for protein-ligand binding affinity prediction
Cang Z, Wei GW · 2017
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Dcan: Deep contour-aware networks for object instance segmentation from histology images
Chen H, Qi X, Yu L, Dou Q, Qin J, Heng PA · 2017
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Accurate and reproducible invasive breast cancer detection in whole-slide images: A deep learning approach for quantifying tumor extent
Cruz-Roa A, Gilmore H, Basavanhally A, Feldman M, Ganesan S, Shih NN, Tomaszewski J, González FA, Madabhushi A · 2017
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What can topology tell us about the neural code?
Curto C · 2017
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A roadmap for the computation of persistent homology
Otter N, Porter MA, Tillmann U, Grindrod P, Harrington HA · 2017
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Tumor segmentation in whole slide images using persistent homology and deep convolutional features
Qaiser T, Tsang YW, Epstein D, Rajpoot N · 2017
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Dynamic routing between capsules
Sabour S, Frosst N, Hinton GE · 2017
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Gland segmentation in colon histology images: The glas challenge contest
Sirinukunwattana K, Pluim JP, Chen H, Qi X, Heng PA, Guo YB, Wang LY, Matuszewski BJ, Bruni E, Sanchez U, et al · 2017
Later among the works it cites.
Her2 challenge contest: a detailed assessment of automated her2 scoring algorithms in whole slide images of breast cancer tissues
Qaiser T, Mukherjee A, Reddy PB C, Munugoti SD, Tallam V, Pitkäaho T, Lehtimäki T, Naughton T, Berseth M, Pedraza A, Mukundan R, Smith M, Bhalerao A, Rodner E, Simon M, Denzler J, Huang CH, Bueno G, Snead D, Ellis IO, Ilyas M, Rajpoot N · 2018
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