Review on Anatomical Medical Images Classification Methods: Diagnostic Value Ahmed Sabeeh Yousif, Usman Ullah Sheikh, Zaid Omar, Omar Ahmed Mahmood Journal of Physics Conference Series, 2021 Deep learning (DL) based convolutional neural network (CNN) has grown rapidly and become a selected choice for medical imaging fields. The paper reviews into three categories; 1) exploring the supervised machine learning methods, 2) reviews the limitations in deep learning, 3) and finally reviews the majors deep learning techniques within a specific summarized on lesion classification-based DL in term of (application, method, type of lesion diseases classification, cons).
A new approach to solving Transportation Model Based on the Standard Deviation Omar Ahmed Mahmood, Ahmed Sabeeh Yousif, Falah Y. H. Ahmed Shamsuddin Iscaie 2020 IEEE 10th Symposium on Computer Applications and Industrial Electronics, 2020 In this research a new proposed method has been developed to find the optimal solution for transportation model, in this method, we computed the standard deviation to the costs for all rows and columns in the problem. Then the comparison with Vogel's approximation method (VAM) by using 10 different problems for the transportation models with different dimension has been analyzed, it is through compute the transportation costs. The results demonstrated that high efficiency for the suggested method compare with (VAM), where the total cost for all transportation problems by using suggested method are equal or less than the total cost of the (VAM). Due to the proposed method is a straight forward extension of classical method, the proposed method is more powerful to understand and to re-apply real life application of transportation problem for the decision markers purpose.
The effectiveness of a technical approach to human resource management (field study in general electricity company mosul) International Journal of Innovation Creativity and Change, 2020
RECENT SCHOLAR PUBLICATIONS
Enhanced Pure Orbital Blow-Out Fracture CT Images Using Discrete Wavelet Transform and Modified Bat Algorithm OA Mahmood, AS Yousif, A Adam, AJ Nazimi Arabian Journal for Science and Engineering, 1-17 , 2026 2026.0
An Improved CNN for Automatic Localization of Pure Orbital Blowout Fractures in CT Images OA Mahmood, A Adam, AS Yousif, AJ Nazimi IEEE Access 13, 200125-200136 , 2025 2025.0 Citations: 1
Brief Review for Multi-Class Brain Tumor Diseases Schemes Using Machine Learning Techniques AA Mahmood OA, Yousif AS Al-Kitab Journal for Pure Sciences 8 (2), 94-108 , 2024 2024.0 Citations: 5
Review on Anatomical Medical Images Classification Methods: Diagnostic Value OAM Ahmed Sabeeh Yousif , Zaid Omar , Usman Ullah Sheikh Journal of Physics: Conference Series 1804 (1742-6596), 012120 , 2021 2021.0 Citations: 2
A new approach to solving Transportation Model Based on the Standard Deviation OA Mahmood, AS Yousif, FYHA Shamsuddin 2020 IEEE 10th Symposium on Computer Applications & Industrial Electronics … , 2020 2020.0 Citations: 12
The Effectiveness of a Technical Approach to Human Resource Management (Field study in General Electricity Company Mosul) OAM Niebal Younis,Anwar Hadi alddabbag International Journal of Innovation, Creativity and Change 11 (9), 37-58 , 2020 2020.0
Comparison between improved histogram shifting and LSB (bit-plan mapping) in digital watermarking techniques OA Mahmood, AS Yousif, FYH Ahmed International Journal of Engineering & Technology 7 (4), 5322-5326 , 2018 2018.0
Improved Implementation of Histogram Shifting in Digital Watermarking Image using Threshold AS Yousif, OA Mahmood, Z Omar
MOST CITED SCHOLAR PUBLICATIONS
A new approach to solving Transportation Model Based on the Standard Deviation OA Mahmood, AS Yousif, FYHA Shamsuddin 2020 IEEE 10th Symposium on Computer Applications & Industrial Electronics … , 2020 2020.0 Citations: 12
Brief Review for Multi-Class Brain Tumor Diseases Schemes Using Machine Learning Techniques AA Mahmood OA, Yousif AS Al-Kitab Journal for Pure Sciences 8 (2), 94-108 , 2024 2024.0 Citations: 5
Review on Anatomical Medical Images Classification Methods: Diagnostic Value OAM Ahmed Sabeeh Yousif , Zaid Omar , Usman Ullah Sheikh Journal of Physics: Conference Series 1804 (1742-6596), 012120 , 2021 2021.0 Citations: 2
An Improved CNN for Automatic Localization of Pure Orbital Blowout Fractures in CT Images OA Mahmood, A Adam, AS Yousif, AJ Nazimi IEEE Access 13, 200125-200136 , 2025 2025.0 Citations: 1
Enhanced Pure Orbital Blow-Out Fracture CT Images Using Discrete Wavelet Transform and Modified Bat Algorithm OA Mahmood, AS Yousif, A Adam, AJ Nazimi Arabian Journal for Science and Engineering, 1-17 , 2026 2026.0
The Effectiveness of a Technical Approach to Human Resource Management (Field study in General Electricity Company Mosul) OAM Niebal Younis,Anwar Hadi alddabbag International Journal of Innovation, Creativity and Change 11 (9), 37-58 , 2020 2020.0
Comparison between improved histogram shifting and LSB (bit-plan mapping) in digital watermarking techniques OA Mahmood, AS Yousif, FYH Ahmed International Journal of Engineering & Technology 7 (4), 5322-5326 , 2018 2018.0
Improved Implementation of Histogram Shifting in Digital Watermarking Image using Threshold AS Yousif, OA Mahmood, Z Omar