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Mahbubul Alam, Ph.D.
Mahbubul Alam, Ph.D.
Chief Research Scientist, Hitachi America Ltd., Santa Clara, California
Verified email at hal.hitachi.com - Homepage
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
18322018
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
2142020
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
1232018
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
932016
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
822018
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
652017
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
542018
Glioblastoma and survival prediction
ZA Shboul, L Vidyaratne, M Alam, KM Iftekharuddin
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
512018
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
232011
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
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
102020
Novel deep generative simultaneous recurrent model for efficient representation learning
M Alam, L Vidyaratne, KM Iftekharuddin
Neural Networks 107, 12-22, 2018
92018
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Articles 1–20