Deep learning and handcrafted method fusion: higher diagnostic accuracy for melanoma dermoscopy images JR Hagerty, RJ Stanley, HA Almubarak, N Lama, R Kasmi, P Guo, ... IEEE journal of biomedical and health informatics 23 (4), 1385-1391, 2019 | 180 | 2019 |
Deep learning nuclei detection in digitized histology images by superpixels S Sornapudi, RJ Stanley, WV Stoecker, H Almubarak, R Long, S Antani, ... Journal of pathology informatics 9 (1), 5, 2018 | 112 | 2018 |
Convolutional Neural Network Based Localized Classification of Uterine Cervical Cancer Digital Histology Images. HA Almubarak, RJ Stanley, R Long, S Antani, G Thoma, R Zuna, ... Procedia Computer Science 114, 281-287, 2017 | 59 | 2017 |
Two-Stage Mask-RCNN Approach for Detecting and Segmenting the Optic Nerve Head, Optic Disc, and Optic Cup in Fundus Images H Almubarak, Y Bazi, N Alajlan Applied Sciences 10 (11), 3833, 2020 | 54 | 2020 |
A Hybrid Deep Learning and Handcrafted Feature Approach for Cervical Cancer Digital Histology Image Classification HA AlMubarak, J Stanley, P Guo, R Long, S Antani, G Thoma, R Zuna, ... International Journal of Healthcare Information Systems and Informatics …, 2019 | 41 | 2019 |
Deep Attention Neural Network for Multi-Label Classification in Unmanned Aerial Vehicle Imagery A Alshehri, Y Bazi, N Ammour, H Almubarak, N Alajlan IEEE Access 7, 119873-119880, 2019 | 39 | 2019 |
Intelligent Prediction of Stuck Pipe Remediation Using Machine Learning Algorithms AK Abbas, R Flori, H Almubarak, J Dawood, H Abbas, A Alsaedi SPE Annual Technical Conference and Exhibition, 2019 | 35 | 2019 |
Dense Convolutional Networks With Focal Loss and Image Generation for Electrocardiogram Classification MM Al Rahhal, Y Bazi, H Almubarak, N Alajlan, M Al Zuair IEEE Access 7, 182225-182237, 2019 | 34 | 2019 |
REFUGE2 Challenge: A Treasure Trove for Multi-Dimension Analysis and Evaluation in Glaucoma Screening H Fang, F Li, J Wu, H Fu, X Sun, J Son, S Yu, M Zhang, C Yuan, C Bian, ... arXiv preprint arXiv:2202.08994, 2022 | 24* | 2022 |
Fuzzy Color Clustering for Melanoma Diagnosis in Dermoscopy Images HA Almubarak, RJ Stanley, WV Stoecker, RH Moss Information 8 (3), 89, 2017 | 24 | 2017 |
Application of machine learning approach for intelligent prediction of pipe sticking AK Abbas, H Almubarak, H Abbas, J Dawood Abu Dhabi International Petroleum Exhibition and Conference, D022S175R001, 2019 | 20 | 2019 |
Drill bit selection optimization based on rate of penetration: application of artificial neural networks and genetic algorithms AK Abbas, AH Assi, H Abbas, H Almubarak, M Al Saba Abu Dhabi International Petroleum Exhibition and Conference, D032S207R002, 2019 | 20 | 2019 |
Enhancements in localized classification for uterine cervical cancer digital histology image assessment P Guo, H Almubarak, K Banerjee, RJ Stanley, R Long, S Antani, G Thoma, ... Journal of pathology informatics 7 (1), 51, 2016 | 19 | 2016 |
Faster R-CNN and DenseNet Regression for Glaucoma Detection in Retinal Fundus Images M Aljazaeri, Y Bazi, H AlMubarak, N Alajlan 2020 2nd International Conference on Computer and Information Sciences …, 2020 | 13 | 2020 |
Deep Segmentation Architecture with Self Attention for Glaucoma Detection M Aljazaeri, Y Bazi, H AlMubarak, N Alajlan 2020 International Conference on Artificial Intelligence & Modern Assistive …, 2020 | 3 | 2020 |
Integrating Digital Image Processing and Machine Learning for Estimating Rock Texture Characterization from Thin Section EH Alkamil, AK Abbas, H Almubarak Abu Dhabi International Petroleum Exhibition and Conference, D022S157R002, 2019 | 2 | 2019 |
Deep learning and localized features fusion for medical image classification HA Almubarak Missouri University of Science and Technology, 2018 | 1 | 2018 |
Algorithm Enhancements for Improvement of Localized Classification of Uterine Cervical Cancer Digital Histology Images H Almubarak, P Guo, RJ Stanley, R Long, S Antani, G Thoma, R Zuna, ... Handbook of Research on Emerging Perspectives on Healthcare Information …, 2018 | | 2018 |