Recent advancements in fruit detection and classification using deep learning techniques CC Ukwuoma, Q Zhiguang, MB Bin Heyat, L Ali, Z Almaspoor, ... Mathematical Problems in Engineering 2022 (1), 9210947, 2022 | 138 | 2022 |
A hybrid explainable ensemble transformer encoder for pneumonia identification from chest X-ray images CC Ukwuoma, Z Qin, MBB Heyat, F Akhtar, O Bamisile, AY Muaad, ... Journal of Advanced Research 48, 191-211, 2023 | 100 | 2023 |
Deep learning framework for rapid and accurate respiratory COVID-19 prediction using chest X-ray images CC Ukwuoma, D Cai, MBB Heyat, O Bamisile, H Adun, Z Al-Huda, ... Journal of King Saud University-Computer and Information Sciences 35 (7), 101596, 2023 | 42 | 2023 |
Automated lung-related pneumonia and COVID-19 detection based on novel feature extraction framework and vision transformer approaches using chest X-ray images CC Ukwuoma, Z Qin, MBB Heyat, F Akhtar, A Smahi, JK Jackson, ... Bioengineering 9 (11), 709, 2022 | 41 | 2022 |
Ensemble computational intelligent for insomnia sleep stage detection via the sleep ECG signal P Tripathi, MA Ansari, TK Gandhi, R Mehrotra, MBB Heyat, F Akhtar, ... IEEE Access 10, 108710-108721, 2022 | 39 | 2022 |
Multi-classification of breast cancer lesions in histopathological images using DEEP_Pachi: Multiple self-attention head CC Ukwuoma, MA Hossain, JK Jackson, GU Nneji, HN Monday, Z Qin Diagnostics 12 (5), 1152, 2022 | 39 | 2022 |
Development and comparison of two novel hybrid neural network models for hourly solar radiation prediction M Mukhtar, A Oluwasanmi, N Yimen, Z Qinxiu, CC Ukwuoma, B Ezurike, ... Applied Sciences 12 (3), 1435, 2022 | 36 | 2022 |
Comparative analysis of building insurance prediction using some machine learning algorithms CJ Ejiyi, Z Qin, AA Salako, MN Happy, GU Nneji, CC Ukwuoma, ... International Journal of Interactive Multimedia and Artificial Intelligence …, 2022 | 35 | 2022 |
Comprehensive assessment, review, and comparison of AI models for solar irradiance prediction based on different time/estimation intervals O Bamisile, D Cai, A Oluwasanmi, C Ejiyi, CC Ukwuoma, O Ojo, ... Scientific Reports 12 (1), 9644, 2022 | 33 | 2022 |
Multi-channel based image processing scheme for pneumonia identification GU Nneji, J Cai, J Deng, HN Monday, EC James, CC Ukwuoma Diagnostics 12 (2), 325, 2022 | 32 | 2022 |
An automatic premature ventricular contraction recognition system based on imbalanced dataset and pre-trained residual network using transfer learning on ECG signal H Ullah, MBB Heyat, F Akhtar, AY Muaad, CC Ukwuoma, M Bilal, ... Diagnostics 13 (1), 87, 2022 | 26 | 2022 |
A hybrid lightweight breast cancer classification framework using the histopathological images D Addo, S Zhou, K Sarpong, OT Nartey, MA Abdullah, CC Ukwuoma, ... Biocybernetics and Biomedical Engineering 44 (1), 31-54, 2024 | 21 | 2024 |
A comprehensive review and analysis of deep learning-based medical image adversarial attack and defense GW Muoka, D Yi, CC Ukwuoma, A Mutale, CJ Ejiyi, AK Mzee, ... Mathematics 11 (20), 4272, 2023 | 20 | 2023 |
A comprehensive survey on deep graph representation learning methods IA Chikwendu, X Zhang, IO Agyemang, I Adjei-Mensah, UC Chima, ... Journal of Artificial Intelligence Research 78, 287-356, 2023 | 17 | 2023 |
Animal species detection and classification framework based on modified multi-scale attention mechanism and feature pyramid network CC Ukwuoma, Z Qin, SB Yussif, MN Happy, GU Nneji, GC Urama, ... Scientific African 16, e01151, 2022 | 17 | 2022 |
Image inpainting and classification agent training based on reinforcement learning and generative models with attention mechanism CC Ukwuoma, MBB Heyat, M Masadeh, F Akhtar, Q Zhiguang, ... 2021 International conference on microelectronics (ICM), 96-101, 2021 | 15 | 2021 |
Comparative performance analysis of Boruta, SHAP, and Borutashap for disease diagnosis: A study with multiple machine learning algorithms CJ Ejiyi, Z Qin, CC Ukwuoma, GU Nneji, HN Monday, MB Ejiyi, TU Ejiyi, ... Network: Computation in Neural Systems, 1-38, 2024 | 14 | 2024 |
Deep learning review on drivers drowsiness detection CC Ukwuoma, C Bo 2019 4th Technology Innovation Management and Engineering Science …, 2019 | 14 | 2019 |
Detection of Oral Cavity Squamous Cell Carcinoma from Normal Epithelium of the Oral Cavity using Microscopic Images CC Ukwuoma, Q Zhiguang, MBB Heyat, HM Khan, F Akhtar, MS Masadeh, ... 2022 International Conference on Decision Aid Sciences and Applications …, 2022 | 12 | 2022 |
Hyperspectral image classification using second-order pooling with graph residual unit network K Sarpong, Z Qin, R Ssemwogerere, RA Patamia, AM Khamis, EO Gyamfi, ... Expert Systems with Applications 238, 122202, 2024 | 11 | 2024 |