December 22, 2024
Hossein Hosseinzadeh

Hossein Hosseinzadeh

Academic Rank: Assistant professor
Address:
Degree: Ph.D in mathematic
Phone: 09171743770
Faculty: Faculty of Intelligent Systems and Data Science

Research

Title
Diagnosis of bone defects in X-ray bone image using deep neural network
Type Thesis
Keywords
شبكه هاي عصبي عميق، هوش مصنوعي، تخمين سن استخوان
Researchers Maasumeh Ashna (Student) , Ahmad Shirzadi (Primary advisor) , Habib Rostami (Primary advisor) , Hossein Hosseinzadeh (Advisor)

Abstract

In this thesis we designed a model for diagnosis bone defects in X-ray bone image using deep neural network. since this network inspired natural neural network in human body (brain),it first devoted to brain structure and then we’ll define artificial neural network . then it devoted to basical concepts which used in neural network and we’ll express basic definitions . our goal is to diagnose bone defects, for this aim we used a data set which contains a lot of upper extremity images. the model that we designed is devoted to diagnose wrist defects so then we’ll express wrist anatomy and since we used radiology images. also using radiological images as our work tool forced us to introduce radiological images and how to diagnose defects on them in some sections. after express the model architecture we’ll report the results.