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wiki:biomedical_image_analysis [2016/02/09 19:56]
Alessandro G
wiki:biomedical_image_analysis [2016/05/04 17:27]
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]]).   * **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]]).
 +  * **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]]!
   * **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]]). ​   * **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]]). ​
   * **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.   * **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.
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 == Related Publications:​ == == Related Publications:​ ==
-  * A. Giusti, C. Caccia, D. Ciresan, J. Schmidhuber,​ L. Gambardella:​ “A Comparison of Algorithms and Humans for Mitosis Detection”. Proc. of International Symposium on Biomedical Imaging (ISBI) 2014. **oral presentation**. ([[http://​www.idsia.ch/​~ciresan/​data/​isbi2014.pdf|preprint]])+  * A. Giusti, C. Caccia, D. Ciresan, J. Schmidhuber,​ L. Gambardella:​ “A Comparison of Algorithms and Humans for Mitosis Detection”. Proc. of International Symposium on Biomedical Imaging (ISBI) 2014. **oral presentation**. ([[http://​www.idsia.ch/​~ciresan/​data/​isbi2014.pdf|preprint]], [[http://​bit.ly/​YUYQFG|take the test]])
   * D. Ciresan, A. Giusti, L. Gambardella,​ J. Schmidhuber:​ “Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks”. Proc. of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2013. **Describing our winning entry to ICPR 2012 Mitosis Detection competition**. ([[http://​www.idsia.ch/​~ciresan/​data/​miccai2013.pdf|preprint]],​ [[http://​www.ncbi.nlm.nih.gov/​pubmed/​24579167|pubmed]])   * D. Ciresan, A. Giusti, L. Gambardella,​ J. Schmidhuber:​ “Mitosis Detection in Breast Cancer Histology Images with Deep Neural Networks”. Proc. of International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2013. **Describing our winning entry to ICPR 2012 Mitosis Detection competition**. ([[http://​www.idsia.ch/​~ciresan/​data/​miccai2013.pdf|preprint]],​ [[http://​www.ncbi.nlm.nih.gov/​pubmed/​24579167|pubmed]])
   * M. Veta et al.: "​Assessment of algorithms for mitosis detection in breast cancer histopathology images"​. Medical Image Analysis (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]]).   * M. Veta et al.: "​Assessment of algorithms for mitosis detection in breast cancer histopathology images"​. Medical Image Analysis (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]]).