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Mahbubul Alam, Ph.D.
Mahbubul Alam, Ph.D.
Senior Research Scientist, Hitachi America Ltd., Santa Clara, California
Verified email at hal.hitachi.com
Title
Cited by
Cited by
Year
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
17702018
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
2002020
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
1152018
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
912016
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
782018
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
642017
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
592019
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
532018
Glioblastoma and survival prediction
ZA Shboul, L Vidyaratne, M Alam, KM Iftekharuddin
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
502018
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
252017
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
212011
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
182010
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
142016
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
132015
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
122021
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
122018
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
122017
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
112014
Novel deep generative simultaneous recurrent model for efficient representation learning
M Alam, L Vidyaratne, KM Iftekharuddin
Neural Networks 107, 12-22, 2018
92018
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
82020
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