Sparse representations for automatic target classification in SAR images JJ Thiagarajan, KN Ramamurthy, P Knee, A Spanias, V Berisha 2010 4th international symposium on communications, control and signal …, 2010 | 215 | 2010 |
Digital medicine and the curse of dimensionality V Berisha, C Krantsevich, PR Hahn, S Hahn, G Dasarathy, P Turaga, ... NPJ digital medicine 4 (1), 153, 2021 | 182 | 2021 |
Tracking discourse complexity preceding Alzheimer's disease diagnosis: A case study comparing the press conferences of Presidents Ronald Reagan and George Herbert Walker Bush V Berisha, S Wang, A LaCross, J Liss Journal of Alzheimer's Disease 45 (3), 959-963, 2015 | 125 | 2015 |
Automatic assessment of vowel space area S Sandoval, V Berisha, RL Utianski, JM Liss, A Spanias The Journal of the Acoustical Society of America 134 (5), EL477-EL483, 2013 | 114 | 2013 |
Persistent post-traumatic headache vs. migraine: an MRI study demonstrating differences in brain structure TJ Schwedt, CD Chong, J Peplinski, K Ross, V Berisha The Journal of Headache and Pain 18, 1-8, 2017 | 110 | 2017 |
Empirically estimable classification bounds based on a nonparametric divergence measure V Berisha, A Wisler, AO Hero, A Spanias IEEE Transactions on Signal Processing 64 (3), 580-591, 2015 | 109 | 2015 |
A review of automated speech and language features for assessment of cognitive and thought disorders R Voleti, JM Liss, V Berisha IEEE journal of selected topics in signal processing 14 (2), 282-298, 2019 | 83 | 2019 |
Accent Identification by Combining Deep Neural Networks and Recurrent Neural Networks Trained on Long and Short Term Features. Y Jiao, M Tu, V Berisha, JM Liss Interspeech, 2388-2392, 2016 | 80 | 2016 |
Static and dynamic functional connectivity differences between migraine and persistent post-traumatic headache: a resting-state magnetic resonance imaging study G Dumkrieger, CD Chong, K Ross, V Berisha, TJ Schwedt Cephalalgia 39 (11), 1366-1381, 2019 | 74 | 2019 |
Simulating dysarthric speech for training data augmentation in clinical speech applications Y Jiao, M Tu, V Berisha, J Liss 2018 IEEE international conference on acoustics, speech and signal …, 2018 | 70 | 2018 |
Improved ALS clinical trials through frequent at‐home self‐assessment: a proof of concept study SB Rutkove, P Narayanaswami, V Berisha, J Liss, S Hahn, K Shelton, ... Annals of Clinical and Translational Neurology 7 (7), 1148-1157, 2020 | 67 | 2020 |
Empirical non-parametric estimation of the Fisher information V Berisha, AO Hero IEEE Signal Processing Letters 22 (7), 988-992, 2014 | 65 | 2014 |
Early detection and tracking of bulbar changes in ALS via frequent and remote speech analysis GM Stegmann, S Hahn, J Liss, J Shefner, S Rutkove, K Shelton, ... NPJ digital medicine 3 (1), 132, 2020 | 60 | 2020 |
Temporal lobe cortical thickness correlations differentiate the migraine brain from the healthy brain TJ Schwedt, V Berisha, CD Chong PloS one 10 (2), e0116687, 2015 | 59 | 2015 |
ALS longitudinal studies with frequent data collection at home: study design and baseline data SB Rutkove, K Qi, K Shelton, J Liss, V Berisha, JM Shefner Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration 20 (1-2), 61-67, 2019 | 58 | 2019 |
Regularization via structural label smoothing W Li, G Dasarathy, V Berisha International Conference on Artificial Intelligence and Statistics, 1453-1463, 2020 | 56 | 2020 |
Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks. M Tu, V Berisha, J Liss Interspeech, 1849-1853, 2017 | 56 | 2017 |
Symptoms of autonomic dysfunction among those with persistent posttraumatic headache attributed to mild traumatic brain injury: a comparison to migraine and healthy controls L Howard, G Dumkrieger, CD Chong, K Ross, V Berisha, TJ Schwedt Headache: The Journal of Head and Face Pain 58 (9), 1397-1407, 2018 | 51 | 2018 |
An 8.93 TOPS/W LSTM recurrent neural network accelerator featuring hierarchical coarse-grain sparsity for on-device speech recognition D Kadetotad, S Yin, V Berisha, C Chakrabarti, J Seo IEEE Journal of Solid-State Circuits 55 (7), 1877-1887, 2020 | 50 | 2020 |
Less cortical thickness in patients with persistent post‐traumatic headache compared with healthy controls: An MRI study CD Chong, V Berisha, CC Chiang, K Ross, TJ Schwedt Headache: The Journal of Head and Face Pain 58 (1), 53-61, 2018 | 46 | 2018 |