4 papers
Brain Tumor Segmentation by Cascaded Deep Neural Networks Using Multiple Image Scales
Zahra Sobhaninia, Safiyeh Rezaei, Nader Karimi +2
Intracranial tumors are groups of cells that usually grow uncontrollably. One out of four cancer deaths is due to brain tumors. Early detection and evaluation of brain tumors is an…
Gland Segmentation in Histopathological Images by Deep Neural Network
Safiye Rezaei, Ali Emami, Nader Karimi +1
Histology method is vital in the diagnosis and prognosis of cancers and many other diseases. For the analysis of histopathological images, we need to detect and segment all gland s…
Gland Segmentation in Histopathology Images Using Deep Networks and Handcrafted Features
Safiyeh Rezaei, Ali Emami, Hamidreza Zarrabi +5
Histopathology images contain essential information for medical diagnosis and prognosis of cancerous disease. Segmentation of glands in histopathology images is a primary step for…
Brain Tumor Segmentation Using Deep Learning by Type Specific Sorting of Images
Zahra Sobhaninia, Safiyeh Rezaei, Alireza Noroozi +5
Recently deep learning has been playing a major role in the field of computer vision. One of its applications is the reduction of human judgment in the diagnosis of diseases. Espec…