Classification of Breast Cancer Molecular Subtypes from Their Micro-Texture in Mammograms Using a VGGNet-Based Convolutional Neural Network

Vivek Kumar Singh, Santiago Romani, Jordina Torrents-Barrena, Farhan Akram, Nidhi Pandey, Md. Mostafa Kamal Sarker, Adel Saleh, Meritxell Arenas, Miguel Arquez, Domenec Puig. Classification of Breast Cancer Molecular Subtypes from Their Micro-Texture in Mammograms Using a VGGNet-Based Convolutional Neural Network. In Isabel Aguiló, René Alquézar, Cecilio Angulo, Alberto Ortiz, Joan Torrens, editors, Recent Advances in Artificial Intelligence Research and Development - Proceedings of the 20th International Conference of the Catalan Association for Artificial Intelligence, Deltebre, Terres de l'Ebre, Spain, October 25-27, 2017. Volume 300 of Frontiers in Artificial Intelligence and Applications, pages 76-85, IOS Press, 2017. [doi]

@inproceedings{SinghRTAPSSAAP17,
  title = {Classification of Breast Cancer Molecular Subtypes from Their Micro-Texture in Mammograms Using a VGGNet-Based Convolutional Neural Network},
  author = {Vivek Kumar Singh and Santiago Romani and Jordina Torrents-Barrena and Farhan Akram and Nidhi Pandey and Md. Mostafa Kamal Sarker and Adel Saleh and Meritxell Arenas and Miguel Arquez and Domenec Puig},
  year = {2017},
  doi = {10.3233/978-1-61499-806-8-76},
  url = {https://doi.org/10.3233/978-1-61499-806-8-76},
  researchr = {https://researchr.org/publication/SinghRTAPSSAAP17},
  cites = {0},
  citedby = {0},
  pages = {76-85},
  booktitle = {Recent Advances in Artificial Intelligence Research and Development - Proceedings of the 20th International Conference of the Catalan Association for Artificial Intelligence, Deltebre, Terres de l'Ebre, Spain, October 25-27, 2017},
  editor = {Isabel Aguiló and René Alquézar and Cecilio Angulo and Alberto Ortiz and Joan Torrens},
  volume = {300},
  series = {Frontiers in Artificial Intelligence and Applications},
  publisher = {IOS Press},
  isbn = {978-1-61499-806-8},
}