نبذة مختصرة
Dr. Saihood is a computer lecturer who received his Ph.D. in 2023 for his work on developing new data fusion methods for medical image analysis. He has published several papers in top journals and conferences and was awarded the Best International Researcher at the 2022 Iran Research Week. He is passionate about using his research to solve real-world problems. His research interests include machine learning, medical image processing, Deep learning, Data fusion, and Evolutionary algorithms.
التخصصات
الاختصاص العام
هندسة الحاسبات
الاختصاص الدقيق
الذكاء الاصطناعي
مجالات الاهتمام
deep learning, feature fusion, medical imaging ,computer vision
مؤشرات سكوبس
14
Documents
206
Citations
7
H-index
2025-09-21
Fetch Date
التعليم
الدكتوراه — هندسة الحاسوب/ الذكاء الاصطناعي و الربوت • 2019 – 2023
جامعة اصفهان الحكومية — الذكاء الاصطناعي و الربوت — اصفهان / ايران
الماجستير — تكنلوجيا المعلومات • 2011 – 2013
MMU — IT — الهند
بكالوريوس — هندسة الحاسوب • 2005 – 2009
جامعة البصرة — قسم هندسة الحاسوب — البصرة / العراق
عنوان الرسالة: Multi_tasking based operating system for 8086 MP board
منشورات سكوبس (scopus_res)
العنوان
ATD Learning: A secure, smart, and decentralised learning method for big data environments
المجلة
Information Fusion
السنة
2025
DOI
10.1016/j.inffus.2025.102953
الاستشهادات
2
Scopus ID
SCOPUS_ID:85215384418
العنوان
LWR-Net: Learning without retraining for scalable multi-task adaptation and domain-agnostic generalisation
المجلة
Intelligent Systems with Applications
السنة
2025
DOI
10.1016/j.iswa.2025.200567
الاستشهادات
1
Scopus ID
SCOPUS_ID:105013357456
العنوان
Shared Generator-Based Serverless Multimodal Federated Learning For Medical Image Analysis
المجلة
Mesopotamian Journal of Big Data
السنة
2025
DOI
10.58496/MJBD/2025/015
الاستشهادات
0
Scopus ID
SCOPUS_ID:105017866162
العنوان
A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos
المجلة
International Journal of Intelligent Systems
السنة
2025
DOI
10.1155/int/1947582
الاستشهادات
0
Scopus ID
SCOPUS_ID:105000980387
العنوان
Secured Multi-Objective Optimisation-Based Protocol for Reliable Data Transmission in Underwater Wireless Sensor Networks
المجلة
Mesopotamian Journal of CyberSecurity
السنة
2025
DOI
10.58496/MJCS/2025/015
الاستشهادات
0
Scopus ID
SCOPUS_ID:105003004365
العنوان
Artificial intelligence based-improving reservoir management: An Attention-Guided Fusion Model for predicting injector–producer connectivity
المجلة
Engineering Applications of Artificial Intelligence
السنة
2025
DOI
10.1016/j.engappai.2025.110205
الاستشهادات
0
Scopus ID
SCOPUS_ID:85217735712
العنوان
Comprehensive systematic review of information fusion methods in smart cities and urban environments
المجلة
Information Fusion
السنة
2024
DOI
10.1016/j.inffus.2024.102317
الاستشهادات
69
Scopus ID
SCOPUS_ID:85186604207
العنوان
MEFF – A model ensemble feature fusion approach for tackling adversarial attacks in medical imaging
المجلة
Intelligent Systems with Applications
السنة
2024
DOI
10.1016/j.iswa.2024.200355
الاستشهادات
17
Scopus ID
SCOPUS_ID:85188905841
العنوان
A New Tiger Beetle Algorithm for Cybersecurity, Medical Image Segmentation and Other Global Problems Optimization
المجلة
Mesopotamian Journal of CyberSecurity
السنة
2024
DOI
10.58496/MJCS/2024/003
الاستشهادات
10
Scopus ID
SCOPUS_ID:85194193441
العنوان
Multiside graph neural network-based attention for local co-occurrence features fusion in lung nodule classification
المجلة
Expert Systems with Applications
السنة
2024
DOI
10.1016/j.eswa.2024.124149
الاستشهادات
9
Scopus ID
SCOPUS_ID:85192164986
العنوان
Fast Evaluation of Reservoir Connectivity via a New Deep Learning Approach: Attention-Based Graph Neural Network for Fusion Model
المجلة
Proceedings - SPE Annual Technical Conference and Exhibition
السنة
2024
DOI
10.2118/221029-MS
الاستشهادات
3
Scopus ID
SCOPUS_ID:85207693388
العنوان
Fusion-driven semi-supervised learning-based lung nodules classification with dual-discriminator and dual-generator generative adversarial network
المجلة
BMC Medical Informatics and Decision Making
السنة
2024
DOI
10.1186/s12911-024-02820-9
الاستشهادات
1
Scopus ID
SCOPUS_ID:85212784178
العنوان
Fast Evaluation of Reservoir Connectivity via a New Deep Learning Approach: Attention-Based Graph Neural Network for Fusion Model
المجلة
SPE Annual Technical Conference Proceedings
السنة
2024
DOI
10.2118/221029-MS
الاستشهادات
0
Scopus ID
SCOPUS_ID:105018737355
العنوان
Multi-Orientation Local Texture Features for Guided Attention-Based Fusion in Lung Nodule Classification
المجلة
IEEE Access
السنة
2023
DOI
10.1109/ACCESS.2023.3243104
الاستشهادات
10
Scopus ID
SCOPUS_ID:85149170964
العنوان
Deep fusion of gray level co-occurrence matrices for lung nodule classification
المجلة
PLoS ONE
السنة
2022
DOI
10.1371/journal.pone.0274516
الاستشهادات
14
Scopus ID
SCOPUS_ID:85138897127
العنوان
Spatial-channel attention-based stochastic neighboring embedding pooling and long-short-Term memory for lung nodules classification
المجلة
2022 12th International Conference on Computer and Knowledge Engineering, ICCKE 2022
السنة
2022
DOI
10.1109/ICCKE57176.2022.9960025
الاستشهادات
1
Scopus ID
SCOPUS_ID:85143780919
| العنوان | المجلة | السنة | DOI | الاستشهادات | Scopus ID |
|---|---|---|---|---|---|
| ATD Learning: A secure, smart, and decentralised learning method for big data environments | Information Fusion | 2025 | 10.1016/j.inffus.2025.102953 | 2 | SCOPUS_ID:85215384418 |
| LWR-Net: Learning without retraining for scalable multi-task adaptation and domain-agnostic generalisation | Intelligent Systems with Applications | 2025 | 10.1016/j.iswa.2025.200567 | 1 | SCOPUS_ID:105013357456 |
| Shared Generator-Based Serverless Multimodal Federated Learning For Medical Image Analysis | Mesopotamian Journal of Big Data | 2025 | 10.58496/MJBD/2025/015 | 0 | SCOPUS_ID:105017866162 |
| A Scalable and Generalised Deep Learning Framework for Anomaly Detection in Surveillance Videos | International Journal of Intelligent Systems | 2025 | 10.1155/int/1947582 | 0 | SCOPUS_ID:105000980387 |
| Secured Multi-Objective Optimisation-Based Protocol for Reliable Data Transmission in Underwater Wireless Sensor Networks | Mesopotamian Journal of CyberSecurity | 2025 | 10.58496/MJCS/2025/015 | 0 | SCOPUS_ID:105003004365 |
| Artificial intelligence based-improving reservoir management: An Attention-Guided Fusion Model for predicting injector–producer connectivity | Engineering Applications of Artificial Intelligence | 2025 | 10.1016/j.engappai.2025.110205 | 0 | SCOPUS_ID:85217735712 |
| Comprehensive systematic review of information fusion methods in smart cities and urban environments | Information Fusion | 2024 | 10.1016/j.inffus.2024.102317 | 69 | SCOPUS_ID:85186604207 |
| MEFF – A model ensemble feature fusion approach for tackling adversarial attacks in medical imaging | Intelligent Systems with Applications | 2024 | 10.1016/j.iswa.2024.200355 | 17 | SCOPUS_ID:85188905841 |
| A New Tiger Beetle Algorithm for Cybersecurity, Medical Image Segmentation and Other Global Problems Optimization | Mesopotamian Journal of CyberSecurity | 2024 | 10.58496/MJCS/2024/003 | 10 | SCOPUS_ID:85194193441 |
| Multiside graph neural network-based attention for local co-occurrence features fusion in lung nodule classification | Expert Systems with Applications | 2024 | 10.1016/j.eswa.2024.124149 | 9 | SCOPUS_ID:85192164986 |
| Fast Evaluation of Reservoir Connectivity via a New Deep Learning Approach: Attention-Based Graph Neural Network for Fusion Model | Proceedings - SPE Annual Technical Conference and Exhibition | 2024 | 10.2118/221029-MS | 3 | SCOPUS_ID:85207693388 |
| Fusion-driven semi-supervised learning-based lung nodules classification with dual-discriminator and dual-generator generative adversarial network | BMC Medical Informatics and Decision Making | 2024 | 10.1186/s12911-024-02820-9 | 1 | SCOPUS_ID:85212784178 |
| Fast Evaluation of Reservoir Connectivity via a New Deep Learning Approach: Attention-Based Graph Neural Network for Fusion Model | SPE Annual Technical Conference Proceedings | 2024 | 10.2118/221029-MS | 0 | SCOPUS_ID:105018737355 |
| Multi-Orientation Local Texture Features for Guided Attention-Based Fusion in Lung Nodule Classification | IEEE Access | 2023 | 10.1109/ACCESS.2023.3243104 | 10 | SCOPUS_ID:85149170964 |
| Deep fusion of gray level co-occurrence matrices for lung nodule classification | PLoS ONE | 2022 | 10.1371/journal.pone.0274516 | 14 | SCOPUS_ID:85138897127 |
| Spatial-channel attention-based stochastic neighboring embedding pooling and long-short-Term memory for lung nodules classification | 2022 12th International Conference on Computer and Knowledge Engineering, ICCKE 2022 | 2022 | 10.1109/ICCKE57176.2022.9960025 | 1 | SCOPUS_ID:85143780919 |
أبحاث مجلات مُحكّمة
العنوان
aaa
المجلة
aaa
تفاصيل
2002
| العنوان | المجلة | المجلد | العدد | ص | السنة | الاستشهادات |
|---|---|---|---|---|---|---|
| aaa | aaa | — | — | — | 2002 | 0 |
مؤتمرات مُحكّمة
—
كتب وفصول كتب
العنوان
ggg Book Chapter
تفاصيل
ggg • في: ggg
| العنوان | النوع | الناشر/المدينة | ص | السنة |
|---|---|---|---|---|
| ggg | Book Chapter | — | — |
المنح والتمويل
—
التدريس
المقرر
22
العنوان
222
المرحلة/الدور
Undergraduate • Coordinator
الفصل/السنة
222 1900
اللغة
—
الطلبة
—
| المقرر | العنوان | المرحلة/الدور | الفصل/السنة | اللغة | الطلبة |
|---|---|---|---|---|---|
| 22 | 222 | Undergraduate • Coordinator | 222 1900 | — | — |
الإشراف الأكاديمي
jj PhD • Primary Advisor
jj • الحالة: Ongoing
الإرشاد / بحوث المرحلة الجامعية
-
الطالبaasssالمشروعssssالمدة—مخرج—
تقييم بحث لمجلة في الربع الثاني ، mesopotamian journal for cyber security تقييم بحث علمي
2025-01-03 • 1 يوم
تقييم بحث لمجلة في الربع الاول تقييم بحث علمي
2025-01-03 • 1 يوم
نشاط ندوة علمية
2024-12-12 • 1 يوم
| العنوان | النوع | التاريخ | عدد الأيام | ملاحظات |
|---|---|---|---|---|
| تقييم بحث لمجلة في الربع الثاني ، mesopotamian journal for cyber security | تقييم بحث علمي | 2025-01-03 | 1 | |
| تقييم بحث لمجلة في الربع الاول | تقييم بحث علمي | 2025-01-03 | 1 | |
| نشاط | ندوة علمية | 2024-12-12 | 1 |
رابط عام للسيرة: https://res.utq.edu.iq/emp_cv.php?emp_id=58
© 2025 جامعة ذي قار - كلية علوم الحاسوب والرياضيات.
© 2025 جامعة ذي قار - كلية علوم الحاسوب والرياضيات.