Peer Reviewed Journal Articles

Deep convolutional neural network (CNN) model optimization techniques—Review for medical imaging

Corresponding Author First Author Peer Reviewed Journal Articles

Ghazanfar Latif, Alghazo, J., Khan, M. A., Brahim, G. B., Fawagreh, K., & Mohammad, N. (2024). Deep convolutional neural network (CNN) model optimization techniques—Review for medical imaging. AIMS Mathematics, 9(8), 20539-20571

Publication year: 2024

Acute Lymphoblastic Leukemia detection using Ensemble Features from multiple deep CNN Models

Corresponding Author Peer Reviewed Journal Articles

Hasanaath A.A., Mohammed A.S, Ghazanfar Latif, Sherif E. A, Alghazo J., Hussain A. A., (2024), Acute Lymphoblastic Leukemia detection using Ensemble Features from multiple deep CNN Models, Electronic Research Archive, 32 (4), 2407-2423.

Publication year: 2024

A Novel Fragmented Approach for Securing Medical Health Records in Multimodal Medical Images

Corresponding Author First Author Peer Reviewed Journal Articles

Ghazanfar Latif, Alghazo, J., Mohammad, N., Abdelhamid, S. E., Brahim, G. B., & Amjad, K. (2024). A Novel Fragmented Approach for Securing Medical Health Records in Multimodal Medical Images. Applied Sciences, 14(14), 6293.

Publication year: 2024

A framework for Microscopic Grains Segmentation and Classification for Minerals Recognition using Hybrid Features

Corresponding Author First Author Peer Reviewed Journal Articles

Ghazanfar Latif, Kévin Bouchard, Julien Maitre, Arnaud Louis Abel Back, L. Paul Bédard, A framework for Microscopic Grains Segmentation and Classification for Minerals Recognition using Hybrid Features, Earth Science Informatics, 2024, Springer Nature

Publication year: 2024

Prediction of the Performance of a Sun Tracking Photovoltaic System using different Artificial Intelligence Techniques: Case Study in Zarqa, Jordan

Corresponding Author Peer Reviewed Journal Articles

Alghazo, J., Latif, G., Hammad, B., Al-Abed, M., Sibai, F., & Al-Kouz, W.

Alghazo, J., Latif, G., Hammad, B., Al-Abed, M., Sibai, F., & Al-Kouz, W. (2023). Prediction of the Performance of a Sun Tracking Photovoltaic System using different Artificial Intelligence Techniques: Case Study in Zarqa, Jordan. International Journal of Computing and Digital Systems, 14(1), 10337-10345.

Publication year: 2023

PCA-WA Based Approach for Concurrent Control Chart Pattern Recognition

Corresponding Author Peer Reviewed Journal Articles

Adil Akaaboune, Ammar Elhassan, Ghazanfar Latif, Jaafar Alghazo

Akaaboune, A., Elhassan, A., Latif, G., & Alghazo, J. (2022). PCA-WA Based Approach for Concurrent Control Chart Pattern Recognition. Operations and Supply Chain Management: An International Journal, 15(4), 474-485.

Publication year: 2023

Multiclass tumor identification using combined texture and statistical features

Corresponding Author First Author Peer Reviewed Journal Articles

Ghazanfar Latif, Abul Bashar, D. N. F. Awang Iskandar, Nazeeruddin Mohammad, Ghassen Ben Brahim & Jaafar M. Alghazo

Latif, G., Bashar, A., Awang Iskandar, D.N.F. et al. Multiclass tumor identification using combined texture and statistical features. Med Biol Eng Comput 61, 45–59 (2023). https://doi.org/10.1007/s11517-022-02687-w

Publication year: 2023

Machine Learning in Higher Education: Students’ Performance Assessment considering Online Activity Logs

Corresponding Author First Author Peer Reviewed Journal Articles

Ghazanfar Latif, Sherif E Abdelhamid, Khaled S Fawagreh, Ghassen Ben Brahim, Runna Alghazo

Latif, G., Abdelhamid, S. E., Fawagreh, K. S., Brahim, G. B., & Alghazo, R. (2023). Machine Learning in Higher Education: Students’ Performance Assessment considering Online Activity Logs. IEEE Access.

Publication year: 2023

Learning at Your Fingertips: An Innovative IoT-Based AI-Powered Braille Learning System

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Brahim, Ghassen Ben and Abdelhamid, Sherif E and Alghazo, Runna and Alhabib, Ghadah and Alnujaidi, Khalid

Latif G, Brahim GB, Abdelhamid SE, Alghazo R, Alhabib G, Alnujaidi K. Learning at Your Fingertips: An Innovative IoT-Based AI-Powered Braille Learning System. Applied System Innovation. 2023; 6(5):91.

Publication year: 2023

Knee Osteoarthritis Detection and Severity Classification Using Residual Neural Networks on Preprocessed X-ray Images

Corresponding Author Peer Reviewed Journal Articles

Abdul Sami Mohammed, Ahmed Abul Hasanaath, Ghazanfar Latif and Abul Bashar

Mohammed AS, Hasanaath AA, Latif G, Bashar A. Knee Osteoarthritis Detection and Severity Classification Using Residual Neural Networks on Preprocessed X-ray Images. Diagnostics. 2023; 13(8):1380.

Publication year: 2023

DeepFruit: A dataset of fruit images for fruit classification and calories calculation

Corresponding Author First Author Peer Reviewed Journal Articles

Ghazanfar Latif, Nazeeruddin Mohammad, Jaafar Alghazo

Latif, G., Mohammad, N., & Alghazo, J. (2023). DeepFruit: A dataset of fruit images for fruit classification and calories calculation. Data in Brief, 50, 109524.

Publication year: 2023

Deep learning in Transportation: Optimized driven deep residual networks for Arabic traffic sign recognition

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Alghmgham, Danyah Adel and Maheswar, R and Alghazo, Jaafar and Sibai, Fadi and Aly, Moustafa H

Latif, G., Alghmgham, D. A., Maheswar, R., Alghazo, J., Sibai, F., & Aly, M. H. (2023). Deep learning in Transportation: Optimized driven deep residual networks for Arabic traffic sign recognition. Alexandria Engineering Journal, 80, 134-143.

Publication year: 2023

AI/ML-Based Medical Image Processing and Analysis

Corresponding Author Peer Reviewed Journal Articles

Jaafar Alghazo, Ghazanfar Latif

Alghazo J, Latif G. AI/ML-Based Medical Image Processing and Analysis. Diagnostics. 2023; 13(24):3671.

Publication year: 2023

Writer verification of partially damaged handwritten Arabic documents based on individual character shapes

Peer Reviewed Journal Articles

Khan, Majid A and Mohammad, Nazeeruddin and Brahim, Ghassen Ben and Bashar, Abul and Latif, Ghazanfar

PeerJ Computer Science, 8: e955, 2022

Publication year: 2022

Recent Advances in Classification of Brain Tumor from MR Images-State of the Art Review from 2017 to 2021.

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Yousif Al Anezi, F and Iskandar, DNF Awang and Bashar, Abul and Alghazo, Jaafar

Current Medical Imaging, 2022

Publication year: 2022

Novel Coronavirus and Common Pneumonia Detection from CT Scans Using Deep Learning-Based Extracted Features

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Morsy, Hamdy and Hassan, Asmaa and Alghazo, Jaafar

Viruses, 14(8): 1667, 2022

Publication year: 2022

Glioma Tumors’ Classification Using Deep-Neural-Network-Based Features with SVM Classifier

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Ben Brahim, Ghassen and Iskandar, DNF and Bashar, Abul and Alghazo, Jaafar

Diagnostics, 12(4): 1018, 2022

Publication year: 2022

Diabetic Retinopathy Detection from Fundus Images of the Eye Using Hybrid Deep Learning Features

Peer Reviewed Journal Articles

Butt, Muhammad Mohsin and Iskandar, DNF and Abdelhamid, Sherif E and Latif, Ghazanfar and Alghazo, Runna

Diagnostics, 12(7): 1607, 2022

Publication year: 2022

DeepTumor: Framework for Brain MR Image Classification, Segmentation and Tumor Detection

Corresponding Author First Author Peer Reviewed Journal Articles

Ghazanfar Latif

Latif G. DeepTumor: Framework for Brain MR Image Classification, Segmentation and Tumor Detection. Diagnostics. 2022; 12(11):2888.

Publication year: 2022

Deep-Learning-Based Automatic Mineral Grain Segmentation and Recognition

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Bouchard, Kévin and Maitre, Julien and Back, Arnaud and Bédard, Léo Paul

Minerals, 12(4): 455, 2022

Publication year: 2022

Deep Learning Utilization in Agriculture: Detection of Rice Plant Diseases Using an Improved CNN Model

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Abdelhamid, Sherif E. and Mallouhy, Roxane Elias and Alghazo, Jaafar and Kazimi, Zafar Abbas

Plants, 11(17), 2022

Publication year: 2022

Recent advancements in Fuzzy C-means based techniques for brain MRI Segmentation

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Alghazo, Jaafar and Sibai, Fadi N and Iskandar, DNF Awang and Khan, Adil H

Current medical imaging, 2021

Publication year: 2021

Lung Opacity Pneumonia Detection with Improved Residual Networks

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Al Anezi, Faisal Yousif and Sibai, Fadi N and Alghazo, Jaafar

Journal of Medical and Biological Engineering, 41(5): 581—591, 2021

Publication year: 2021

Identifying At-Risk Students: An AI-based Prediction Approach

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Alghazo, Runna and Pilotti, Maura AE and Brahim, Ghassen Ben

International Journal of Computing and Digital System, 2021

Publication year: 2021

COVID-19 Pneumonia Detection Using Optimized Deep Learning Techniques

Peer Reviewed Journal Articles

Bashar, Abul and Latif, Ghazanfar and Ben Brahim, Ghassen and Mohammad, Nazeeruddin and Alghazo, Jaafar

Diagnostics, 11(11): 1972, 2021

Publication year: 2021

Brain MR image classification for glioma tumor detection using deep convolutional neural network features

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Iskandar, DNF Awang and Alghazo, Jaafar and Butt, M Mohsin

Current medical imaging, 17(1): 56—63, 2021

Publication year: 2021

Scheduling and resources allocation in network traffic using multiobjective, multiuser joint traffic engineering

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Saravanakumar, N and Alghazo, Jaafar and Bhuvaneswari, P and Shankar, K and Butt, Muhammad O

Wireless Networks, 26(8): 5951—5963, 2020

Publication year: 2020

I-CARES: advancing health diagnosis and medication through IoT

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Shankar, Achyut and Alghazo, Jaafar M and Kalyanasundaram, V and Boopathi, CS and Arfan Jaffar, M

Wireless Networks, 26(4): 2375—2389, 2020

Publication year: 2020

Enhanced numeral recognition for handwritten multi-language numerals using fuzzy set-based decision mechanism

Corresponding Author Peer Reviewed Journal Articles

Al-Hmouz, Ahmad and Latif, Ghazanfar and Alghazo, Jaafar and Al-Hmouz, Rami

International Journal of Machine Learning and Computing, 10(1): 99—107, 2020

Publication year: 2020

Enhanced Deep CNN Models for Underwater Fish Classification

Corresponding Author First Author Peer Reviewed Journal Articles

Latif, Ghazanfar and Waqar, Kinza and Khaja, Shifa and Khan, Sarah and Khan, Majid and Alzubaidi, Loay

Advances in Natural and Applied Sciences, 14(2): 26—33, 2020

Publication year: 2020

Ghazanfar Latif Ph.D.

Publication Types:

Deep convolutional neural network (CNN) model optimization techniques—Review for medical imaging

Acute Lymphoblastic Leukemia detection using Ensemble Features from multiple deep CNN Models

A Novel Fragmented Approach for Securing Medical Health Records in Multimodal Medical Images

A framework for Microscopic Grains Segmentation and Classification for Minerals Recognition using Hybrid Features

Prediction of the Performance of a Sun Tracking Photovoltaic System using different Artificial Intelligence Techniques: Case Study in Zarqa, Jordan

PCA-WA Based Approach for Concurrent Control Chart Pattern Recognition

Multiclass tumor identification using combined texture and statistical features

Machine Learning in Higher Education: Students’ Performance Assessment considering Online Activity Logs

Learning at Your Fingertips: An Innovative IoT-Based AI-Powered Braille Learning System

Knee Osteoarthritis Detection and Severity Classification Using Residual Neural Networks on Preprocessed X-ray Images

DeepFruit: A dataset of fruit images for fruit classification and calories calculation

Deep learning in Transportation: Optimized driven deep residual networks for Arabic traffic sign recognition

AI/ML-Based Medical Image Processing and Analysis

Writer verification of partially damaged handwritten Arabic documents based on individual character shapes

Recent Advances in Classification of Brain Tumor from MR Images-State of the Art Review from 2017 to 2021.

Novel Coronavirus and Common Pneumonia Detection from CT Scans Using Deep Learning-Based Extracted Features

Glioma Tumors’ Classification Using Deep-Neural-Network-Based Features with SVM Classifier

Diabetic Retinopathy Detection from Fundus Images of the Eye Using Hybrid Deep Learning Features

DeepTumor: Framework for Brain MR Image Classification, Segmentation and Tumor Detection

Deep-Learning-Based Automatic Mineral Grain Segmentation and Recognition

Deep Learning Utilization in Agriculture: Detection of Rice Plant Diseases Using an Improved CNN Model

Recent advancements in Fuzzy C-means based techniques for brain MRI Segmentation

Lung Opacity Pneumonia Detection with Improved Residual Networks

Identifying At-Risk Students: An AI-based Prediction Approach

COVID-19 Pneumonia Detection Using Optimized Deep Learning Techniques

Brain MR image classification for glioma tumor detection using deep convolutional neural network features

Scheduling and resources allocation in network traffic using multiobjective, multiuser joint traffic engineering

I-CARES: advancing health diagnosis and medication through IoT

Enhanced numeral recognition for handwritten multi-language numerals using fuzzy set-based decision mechanism

Enhanced Deep CNN Models for Underwater Fish Classification