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…
Localization of Fetal Head in Ultrasound Images by Multiscale View and Deep Neural Networks
Zahra Sobhaninia, Ali Emami, Nader Karimi +1
One of the routine examinations that are used for prenatal care in many countries is ultrasound imaging. This procedure provides various information about fetus health and developm…
Fetal Ultrasound Image Segmentation for Measuring Biometric Parameters Using Multi-Task Deep Learning
Zahra Sobhaninia, Shima Rafiei, Ali Emami +4
Ultrasound imaging is a standard examination during pregnancy that can be used for measuring specific biometric parameters towards prenatal diagnosis and estimating gestational age…
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…