Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018 | 1797 | 2018 |
Survey on deep neural networks in speech and vision systems M Alam, MD Samad, L Vidyaratne, A Glandon, KM Iftekharuddin Neurocomputing 417, 302-321, 2020 | 205 | 2020 |
Identifying the best machine learning algorithms for brain tumor segmentation S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ... progression assessment, and overall survival prediction in the BRATS …, 2018 | 116 | 2018 |
Deep recurrent neural network for seizure detection L Vidyaratne, A Glandon, M Alam, KM Iftekharuddin 2016 International Joint Conference on Neural Networks (IJCNN), 1202-1207, 2016 | 92 | 2016 |
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: Third International Workshop, BrainLes 2017, Held in Conjunction with MICCAI 2017, Quebec City, QC … A Crimi, S Bakas, H Kuijf, B Menze, M Reyes Springer, 2018 | 80 | 2018 |
Deep learning of texture and structural features for multiclass Alzheimer's disease classification CV Dolph, M Alam, Z Shboul, MD Samad, KM Iftekharuddin 2017 International Joint Conference on Neural Networks (IJCNN), 2259-2266, 2017 | 64 | 2017 |
Feature-guided deep radiomics for glioblastoma patient survival prediction ZA Shboul, M Alam, L Vidyaratne, L Pei, MI Elbakary, KM Iftekharuddin Frontiers in neuroscience 13, 966, 2019 | 59 | 2019 |
Sparse simultaneous recurrent deep learning for robust facial expression recognition M Alam, LS Vidyaratne, KM Iftekharuddin IEEE transactions on neural networks and learning systems 29 (10), 4905-4916, 2018 | 53 | 2018 |
Glioblastoma and survival prediction ZA Shboul, L Vidyaratne, M Alam, KM Iftekharuddin Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018 | 50 | 2018 |
Object recognition using cellular simultaneous recurrent networks and convolutional neural network MZ Alom, M Alam, TM Taha, KM Iftekharuddin 2017 International Joint Conference on Neural Networks (IJCNN), 2873-2880, 2017 | 25 | 2017 |
Performance Comparison of STFT, WT, LMS and RLS Adaptive Algorithms in Denoising of Speech Signal M Alam, MI Islam, MR Amin International Journal of Engineering and Technology 3 (3), 235, 2011 | 21 | 2011 |
Fingerprint detection using canny filter and DWT, a new approach MI Islam, N Begum, M Alam, MR Amin Journal of Information Processing Systems 6 (4), 511-520, 2010 | 18 | 2010 |
Deep SRN for robust object recognition: A case study with NAO humanoid robot M Alam, L Vidyaratne, T Wash, KM Iftekharuddin SoutheastCon, 2016, 1-7, 2016 | 14 | 2016 |
Novel hierarchical Cellular Simultaneous Recurrent neural Network for object detection M Alam, L Vidyaratne, KM Iftekharuddin 2015 International Joint Conference on Neural Networks (IJCNN), 1-7, 2015 | 13 | 2015 |
Deep cellular recurrent network for efficient analysis of time-series data with spatial information LS Vidyaratne, M Alam, AM Glandon, A Shabalina, C Tennant, ... IEEE Transactions on Neural Networks and Learning Systems 33 (11), 6215-6225, 2021 | 12 | 2021 |
Deep learning and texture-based semantic label fusion for brain tumor segmentation L Vidyaratne, M Alam, Z Shboul, KM Iftekharuddin Medical Imaging 2018: Computer-Aided Diagnosis 10575, 81-89, 2018 | 12 | 2018 |
Convolutional neural network transfer learning for robust face recognition in NAO humanoid robot D Bussey, A Glandon, L Vidyaratne, M Alam, KM Iftekharuddin 2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-7, 2017 | 12 | 2017 |
Improved training of cellular SRN using Unscented Kalman Filtering for ADP L Vidyaratne, M Alam, JK Anderson, KM Iftekharuddin 2014 International Joint Conference on Neural Networks (IJCNN), 993-1000, 2014 | 11 | 2014 |
End-to-end Multimodel Deep Learning for Malware Classification E Snow, M Alam, A Glandon, K Iftekharuddin 2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020 | 9 | 2020 |
Novel deep generative simultaneous recurrent model for efficient representation learning M Alam, L Vidyaratne, KM Iftekharuddin Neural Networks 107, 12-22, 2018 | 9 | 2018 |