| 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 | 270 | 2021 |
| 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 | 230 | 2010 |
| 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 | 150 | 2015 |
| 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 | 122 | 2017 |
| 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 | 122 | 2013 |
| 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 | 110 | 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 | 98 | 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 | 90 | 2016 |
| 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 | 89 | 2018 |
| 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 | 83 | 2019 |
| 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 | 74 | 2020 |
| 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 | 74 | 2020 |
| Regularization via structural label smoothing W Li, G Dasarathy, V Berisha International Conference on Artificial Intelligence and Statistics, 1453-1463, 2020 | 68 | 2020 |
| Empirical non-parametric estimation of the Fisher information V Berisha, AO Hero IEEE Signal Processing Letters 22 (7), 988-992, 2014 | 68 | 2014 |
| 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 | 66 | 2020 |
| 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 | 64 | 2019 |
| 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 | 62 | 2015 |
| Interpretable Objective Assessment of Dysarthric Speech Based on Deep Neural Networks. M Tu, V Berisha, J Liss Interspeech, 1849-1853, 2017 | 61 | 2017 |
| Repeatability of commonly used speech and language features for clinical applications GM Stegmann, S Hahn, J Liss, J Shefner, SB Rutkove, K Kawabata, ... Digital biomarkers 4 (3), 109-122, 2020 | 54 | 2020 |
| 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 | 54 | 2018 |
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