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Lasitha Vidyaratne
Lasitha Vidyaratne
Machine Learning Researcher, 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
Real-time epileptic seizure detection using EEG
LS Vidyaratne, KM Iftekharuddin
IEEE Transactions on Neural Systems and Rehabilitation Engineering 25 (11 …, 2017
2282017
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
2152020
Context aware deep learning for brain tumor segmentation, subtype classification, and survival prediction using radiology images
L Pei, L Vidyaratne, MM Rahman, KM Iftekharuddin
Scientific Reports 10 (1), 19726, 2020
1132020
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
Superconducting radio-frequency cavity fault classification using machine learning at Jefferson Laboratory
C Tennant, A Carpenter, T Powers, A Shabalina Solopova, L Vidyaratne, ...
Physical Review Accelerators and Beams 23 (11), 114601, 2020
612020
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
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries: 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Granada, Spain …
A Crimi, S Bakas, H Kuijf, F Keyvan, M Reyes, T van Walsum
Springer, 2019
58*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
542018
Glioblastoma and survival prediction
ZA Shboul, L Vidyaratne, M Alam, KM Iftekharuddin
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2018
512018
QU-BraTS: MICCAI BraTS 2020 challenge on quantifying uncertainty in brain tumor segmentation-analysis of ranking scores and benchmarking results
R Mehta, A Filos, U Baid, C Sako, R McKinley, M Rebsamen, K Dätwyler, ...
The journal of machine learning for biomedical imaging 2022, 2022
392022
Brain tumor classification using 3d convolutional neural network
L Pei, L Vidyaratne, WW Hsu, MM Rahman, KM Iftekharuddin
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020
342020
Time series anomaly detection in power electronics signals with recurrent and ConvLSTM autoencoders
MI Radaideh, C Pappas, J Walden, D Lu, L Vidyaratne, T Britton, K Rajput, ...
Digital Signal Processing 130, 103704, 2022
302022
SRF cavity fault classification using machine learning at CEBAF
A Solopova, A Carpenter, T Powers, Y Roblin, C Tennant, L Vidyaratne, ...
Thomas Jefferson National Accelerator Facility (TJNAF), Newport News, VA …, 2019
142019
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
Multimodal brain tumor segmentation and survival prediction using hybrid machine learning
L Pei, L Vidyaratne, M Monibor Rahman, ZA Shboul, KM Iftekharuddin
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020
132020
3d skeleton estimation and human identity recognition using lidar full motion video
A Glandon, L Vidyaratne, N Sadeghzadehyazdi, NK Dhar, JO Familoni, ...
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
132019
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
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