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wiki:biomedical_image_analysis [2016/05/04 17:27]
Alessandro G [Mitosis Detection in Breast Cancer Histology Images using Deep Neural Networks]
wiki:biomedical_image_analysis [2018/10/09 03:23] (current)
Alessandro G [Mitosis Detection in Breast Cancer Histology Images using Deep Neural Networks]
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 == News: == == News: ==
-  * **Nov, 2014**: The Medical Image Analysis paper describing the MICCAI 2013 Grand Challenge "​[[http://​amida13.isi.uu.nl/​|Assessment of Mitosis Detection Algorithms]]"​ has been accepted ([[http://​arxiv.org/​pdf/​1411.5825v1.pdf|preprint]],​ [[http://​www.ncbi.nlm.nih.gov/​pubmed/​25547073|pubmed]],​ [[http://​arxiv.org/​abs/​1411.5825|arxiv]]). +  * Our research was featured in the widely popular [[https://​www.youtube.com/​watch?​v=Bui3DWs02h4|two minute papers]] youtube channel! 
-  * **Jan, 2014**: ​The user testing website for the paper "A Comparison of Algorithms and Humans for Mitosis Detection"​ is online. [[http://​bit.ly/​YUYQFG|Take the test]]! +  * The Medical Image Analysis paper describing the MICCAI 2013 Grand Challenge "​[[http://​amida13.isi.uu.nl/​|Assessment of Mitosis Detection Algorithms]]"​ has been accepted ([[http://​arxiv.org/​pdf/​1411.5825v1.pdf|preprint]],​ [[http://​www.ncbi.nlm.nih.gov/​pubmed/​25547073|pubmed]],​ [[http://​arxiv.org/​abs/​1411.5825|arxiv]]). 
-  * **Sept, 2013**: ​With [[http://​www.idsia.ch/​~ciresan|Dan Ciresan]], we won the MICCAI 2013 Grand Challenge "​[[http://​amida13.isi.uu.nl/​|Assessment of Mitosis Detection Algorithms]]",​ with a significant advantage over the closest competitor ([[http://​amida13.isi.uu.nl/?​q=node/​62|results]]).  +  * The user testing website for the paper "A Comparison of Algorithms and Humans for Mitosis Detection"​ is online. [[http://​bit.ly/​YUYQFG|Take the test]]! 
-  * **Oct, 2012**: ​With [[http://​www.idsia.ch/​~ciresan|Dan Ciresan]], we won the ICPR 2012 challenge on [[http://​ipal.cnrs.fr/​ICPR2012/​|mitosis detection]] in breast cancer histology images. ​ The paper describing the approach was published at MICCAI 2013.+  * With [[http://​www.idsia.ch/​~ciresan|Dan Ciresan]], we won the MICCAI 2013 Grand Challenge "​[[http://​amida13.isi.uu.nl/​|Assessment of Mitosis Detection Algorithms]]",​ with a significant advantage over the closest competitor ([[http://​amida13.isi.uu.nl/?​q=node/​62|results]]).  
 +  * With [[http://​www.idsia.ch/​~ciresan|Dan Ciresan]], we won the ICPR 2012 challenge on [[http://​ipal.cnrs.fr/​ICPR2012/​|mitosis detection]] in breast cancer histology images. ​ The paper describing the approach was published at MICCAI 2013.
  
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 == News: == == News: ==
-  * **Mar, 2012**: ​With [[http://​www.idsia.ch/​~ciresan|Dan Ciresan]], we won (by a large margin) the ISBI 2012 [[http://​brainiac2.mit.edu/​isbi_challenge/​content/​isbi-2012-workshop-results|challenge]] on segmentation of neuronal structures in electron microscopy stacks. Our entry outperforms all the 16 competing methods on each of the three considered metrics. ​ In addition, we are the only entry outperforming humans in the pixel error metric. ​ We published our approach at NIPS 2012.+  * With [[http://​www.idsia.ch/​~ciresan|Dan Ciresan]], we won (by a large margin) the ISBI 2012 [[http://​brainiac2.mit.edu/​isbi_challenge/​content/​isbi-2012-workshop-results|challenge]] on segmentation of neuronal structures in electron microscopy stacks. Our entry outperforms all the 16 competing methods on each of the three considered metrics. ​ In addition, we are the only entry outperforming humans in the pixel error metric. ​ We published our approach at NIPS 2012.
  
 {{ :​wiki:​biomed-neurons.jpg?​nolink&​900 |}} {{ :​wiki:​biomed-neurons.jpg?​nolink&​900 |}}