Covid-19 detection in chest X-ray through random forest classifier using a hybridization of deep CNN and DWT optimized features R Mostafiz, MS Uddin, MM Reza, MM Rahman Journal of King Saud University-Computer and Information Sciences 34 (6 …, 2022 | 79 | 2022 |
MRI-based brain tumor detection using the fusion of histogram oriented gradients and neural features R Mostafiz, MS Uddin, NA Alam, MM Hasan, MM Rahman Evolutionary Intelligence 14, 1075-1087, 2021 | 27 | 2021 |
Focal liver lesion detection in ultrasound image using deep feature fusions and super resolution R Mostafiz, MM Rahman, AKMK Islam, S Belkasim Machine Learning and Knowledge Extraction 2 (3), 10, 2020 | 26 | 2020 |
Analysis of the performance of feature optimization techniques for the diagnosis of machine learning-based chronic kidney disease MM Hossain, RA Swarna, R Mostafiz, P Shaha, LY Pinky, MM Rahman, ... Machine Learning with Applications 9, 100330, 2022 | 25 | 2022 |
XML-GBM lung: An explainable machine learning-based application for the diagnosis of lung cancer ST Rikta, KMM Uddin, N Biswas, R Mostafiz, F Sharmin, SK Dey Journal of Pathology Informatics 14, 100307, 2023 | 23 | 2023 |
An intelligent system for gastrointestinal polyp detection in endoscopic video using fusion of bidimensional empirical mode decomposition and convolutional neural network features R Mostafiz, M Hasan, I Hossain, MM Rahman International Journal of Imaging Systems and Technology 30 (1), 224-233, 2020 | 21 | 2020 |
Gastrointestinal polyp classification through empirical mode decomposition and neural features R Mostafiz, MM Rahman, MS Uddin SN Applied Sciences 2 (6), 1143, 2020 | 18 | 2020 |
MultiResEdge: a deep learning-based edge detection approach K Muntarina, R Mostafiz, F Khanom, SB Shorif, MS Uddin Intelligent systems with applications 20, 200274, 2023 | 14 | 2023 |
COVID-19 along with other chest infection diagnoses using faster R-CNN and generative adversarial network R Mostafiz, MS Uddin, KMM Uddin, MM Rahman ACM Transactions on Spatial Algorithms and Systems 8 (3), 1-21, 2022 | 14 | 2022 |
DFU_MultiNet: A deep neural network approach for detecting diabetic foot ulcers through multi-scale feature fusion using the DFU dataset S Biswas, R Mostafiz, BK Paul, KMM Uddin, MM Rahman, FNU Shariful Intelligence-Based Medicine 8, 100128, 2023 | 10 | 2023 |
Feature fusion based VGGFusionNet model to detect COVID-19 patients utilizing computed tomography scan images KMM Uddin, SK Dey, HMH Babu, R Mostafiz, S Uddin, W Shoombuatong, ... Scientific reports 12 (1), 21796, 2022 | 10 | 2022 |
Smart home security using facial authentication and mobile application KMM Uddin, SA Shahela, N Rahman, R Mostafiz, MM Rahman International Journal of Wireless and Microwave Technologies (IJWMT) 12 (2 …, 2022 | 9 | 2022 |
Speckle noise reduction for 3D ultrasound images by optimum threshold parameter estimation of bi-dimensional empirical mode decomposition using Fisher discriminant analysis R Mostafiz, MM Rahman, PKM Kumar, MA Islam International Journal of Signal and Imaging Systems Engineering 11 (2), 93-101, 2018 | 8 | 2018 |
An ensemble machine learning-based approach to predict cervical cancer using hybrid feature selection KMM Uddin, A Al Mamun, A Chakrabarti, R Mostafiz, SK Dey Neuroscience Informatics 4 (3), 100169, 2024 | 5 | 2024 |
DFU_XAI: a deep learning-based approach to diabetic foot ulcer detection using feature explainability S Biswas, R Mostafiz, BK Paul, KMM Uddin, MA Hadi, F Khanom Biomedical Materials & Devices 2 (2), 1225-1245, 2024 | 5 | 2024 |
Automatic brain tumor detection from MRI using curvelet transform and neural features R Mostafiz, MS Uddin, I Jabin, MM Hossain, MM Rahman International Journal of Ambient Computing and Intelligence (IJACI) 13 (1), 1-18, 2022 | 5 | 2022 |
Speckle noise reduction for 3-D ultrasound images by optimum threshold parameter estimation of wavelet coefficients using Fisher discriminant analysis R Mostafiz, MM Rahman, PK Mithun Kumar, MA Islam Int J Imaging Robot 17 (4), 73-88, 2017 | 4 | 2017 |
Diagnosis of diabetes: A machine learning paradigm using optimized features R Mostafiz Network Biology 11 (3), 222, 2021 | 3 | 2021 |
An ensemble machine learning-based approach to predict thyroid disease using hybrid feature selection KMM Uddin, A Al Mamun, A Chakrabarti, R Mostafiz Biomedical Analysis 1 (3), 229-239, 2024 | 2 | 2024 |
XAI-FusionNet: Diabetic foot ulcer detection based on multi-scale feature fusion with explainable artificial intelligence S Biswas, R Mostafiz, MS Uddin, BK Paul Heliyon 10 (10), 2024 | 2 | 2024 |