Diabetes prediction using ensembling of different machine learning classifiers MK Hasan, MA Alam, D Das, E Hossain, M Hasan IEEE Access 8, 76516-76531, 2020 | 554 | 2020 |
DSNet: Automatic dermoscopic skin lesion segmentation MK Hasan, L Dahal, PN Samarakoon, FI Tushar, R Martí Computers in biology and medicine 120, 103738, 2020 | 196 | 2020 |
Emotion recognition from EEG signal focusing on deep learning and shallow learning techniques MR Islam, MA Moni, MM Islam, M Rashed-Al-Mahfuz, MS Islam, ... IEEE Access 9, 94601-94624, 2021 | 151 | 2021 |
DermoExpert: Skin lesion classification using a hybrid convolutional neural network through segmentation, transfer learning, and augmentation MK Hasan, MTE Elahi, MA Alam, MT Jawad, R Martí Informatics in Medicine Unlocked 28, 100819, 2022 | 132 | 2022 |
Missing value imputation affects the performance of machine learning: A review and analysis of the literature (2010–2021) MK Hasan, MA Alam, S Roy, A Dutta, MT Jawad, S Das Informatics in Medicine Unlocked 27, 100799, 2021 | 120 | 2021 |
A survey, review, and future trends of skin lesion segmentation and classification MK Hasan, MA Ahamad, CH Yap, G Yang Computers in Biology and Medicine 155, 106624, 2023 | 104 | 2023 |
Early prediction of diabetes using an ensemble of machine learning models A Dutta, MK Hasan, M Ahmad, MA Awal, MA Islam, M Masud, H Meshref International Journal of Environmental Research and Public Health 19 (19), 12378, 2022 | 91 | 2022 |
DRNet: Segmentation and localization of optic disc and Fovea from diabetic retinopathy image MK Hasan, MA Alam, MTE Elahi, S Roy, R Martí Artificial Intelligence in Medicine 111, 102001, 2021 | 89 | 2021 |
Ensemble of Convolutional Neural Networks to diagnose Acute Lymphoblastic Leukemia from microscopic images C Mondal, MK Hasan, M Ahmad, MA Awal, MT Jawad, A Dutta, MR Islam, ... Informatics in Medicine Unlocked 27, 100794, 2021 | 85* | 2021 |
Detection, segmentation, and 3D pose estimation of surgical tools using convolutional neural networks and algebraic geometry MK Hasan, L Calvet, N Rabbani, A Bartoli Medical Image Analysis 70, 101994, 2021 | 82 | 2021 |
Challenges of deep learning methods for COVID-19 detection using public datasets MK Hasan, MA Alam, L Dahal, S Roy, SR Wahid, MTE Elahi, R Martí, ... Informatics in Medicine Unlocked 30, 100945, 2022 | 64* | 2022 |
Bangla natural language processing: A comprehensive analysis of classical, machine learning, and deep learning-based methods O Sen, M Fuad, MN Islam, J Rabbi, M Masud, MK Hasan, MA Awal, ... IEEE Access 10, 38999-39044, 2022 | 56* | 2022 |
Design and implementation of low cost ECG monitoring system for the patient using smartphone MA Ahamed, MK Hasan, MS Alam 2015 International Conference on Electrical & Electronic Engineering (ICEEE …, 2015 | 46 | 2015 |
Prediction of Epileptic Seizure by Analysing Time Series EEG Signal Using k‐NN Classifier MK Hasan, MA Ahamed, M Ahmad, MA Rashid Applied bionics and biomechanics 2017 (1), 6848014, 2017 | 42 | 2017 |
Skin lesion classification using convolutional neural network for melanoma recognition A Dutta, MK Hasan, M Ahmad Proceedings of International Joint Conference on Advances in Computational …, 2021 | 39 | 2021 |
Dermo-DOCTOR: A framework for concurrent skin lesion detection and recognition using a deep convolutional neural network with end-to-end dual encoders MK Hasan, S Roy, C Mondal, MA Alam, MTE Elahi, A Dutta, SMTU Raju, ... Biomedical Signal Processing and Control 68, 102661, 2021 | 33* | 2021 |
Prediction of disease level using multilayer perceptron of artificial neural network for patient monitoring MOG Nayeem, MN Wan, MK Hasan International Journal of Soft Computing and Engineering (IJSCE) 5 (4), 17-23, 2015 | 27 | 2015 |
Automatic mass classification in breast using transfer learning of deep convolutional neural network and support vector machine MK Hasan, TA Aleef, S Roy 2020 IEEE Region 10 Symposium (TENSYMP), 110-113, 2020 | 26* | 2020 |
COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing MK Hasan, MT Jawad, KNI Hasan, SB Partha, MM Al Masba, S Saha, ... Informatics in medicine unlocked 26, 100709, 2021 | 24 | 2021 |
Design and simulation of cost effective wireless EEG acquisition system for patient monitoring MK Hasan, RZ Rusho, TM Hossain, TK Ghosh, M Ahmad 2014 International Conference on Informatics, Electronics & Vision (ICIEV), 1-5, 2014 | 23 | 2014 |