Deep Learning for Medical Image Analysis

Por Senaras, Caglar, Gurcan, Metin Nafi
Publicado no J Pathol Inform (2018)

DeepFocus: Detection of out-of-focus regions in whole slide digital images using deep learning

Por Senaras, Caglar, Niazi, M. Khalid Khan, Lozanski, Gerard, Gurcan, Metin N.
Publicado no PLoS One (2018)

Relationship between the Ki67 index and its area based approximation in breast cancer

Por Niazi, Muhammad Khalid Khan, Senaras, Caglar, Pennell, Michael, Arole, Vidya, Tozbikian, Gary, Gurcan, Metin N.
Publicado no BMC Cancer (2018)

Optimized generation of high-resolution phantom images using cGAN: Application to quantification of Ki67 breast cancer images

Por Senaras, Caglar, Niazi, Muhammad Khalid Khan, Sahiner, Berkman, Pennell, Michael P., Tozbikian, Gary, Lozanski, Gerard, Gurcan, Metin N.
Publicado no PLoS One (2018)

An Image Analysis Resource for Cancer Research: PIIP -- Pathology Image Informatics Platform for Visualization, Analysis and Management

Por Martel, Anne L., Hosseinzadeh, Dan, Senaras, Caglar, Zhou, Yu, Yazanpanah, Azadeh, Shojaii, Rushin, Patterson, Emily S., Madabhushi, Anant, Gurcan, Metin N.
Publicado no Cancer Res (2017)

Nuclear IHC enumeration: A digital phantom to evaluate the performance of automated algorithms in digital pathology

Por Niazi, Muhammad Khalid Khan, Abas, Fazly Salleh, Senaras, Caglar, Pennell, Michael, Sahiner, Berkman, Chen, Weijie, Opfer, John, Hasserjian, Robert, Louissaint, Abner, Shana'ah, Arwa, Lozanski, Gerard, Gurcan, Metin N.
Publicado no PLoS One (2018)