| Relevance vector machine learning for neonate pain intensity assessment using digital imaging B Gholami, WM Haddad, AR Tannenbaum IEEE Transactions on biomedical engineering 57 (6), 1457-1466, 2010 | 110 | 2010 |
| Replicating human expertise of mechanical ventilation waveform analysis in detecting patient-ventilator cycling asynchrony using machine learning B Gholami, TS Phan, WM Haddad, A Cason, J Mullis, L Price, JM Bailey Computers in biology and medicine 97, 137-144, 2018 | 78 | 2018 |
| Agitation and pain assessment using digital imaging B Gholami, WM Haddad, AR Tannenbaum 2009 Annual International Conference of the IEEE Engineering in Medicine and …, 2009 | 48 | 2009 |
| A microsoft kinect-based point-of-care gait assessment framework for multiple sclerosis patients F Gholami, DA Trojan, J Kövecses, WM Haddad, B Gholami IEEE journal of biomedical and health informatics 21 (5), 1376-1385, 2016 | 44 | 2016 |
| AI in the ICU: In the intensive care unit, artificial intelligence can keep watch B Gholami, WM Haddad, JM Bailey IEEE Spectrum 55 (10), 31-35, 2018 | 35 | 2018 |
| Clinical decision support and closed-loop control for cardiopulmonary management and intensive care unit sedation using expert systems B Gholami, JM Bailey, WM Haddad, AR Tannenbaum IEEE transactions on control systems technology 20 (5), 1343-1350, 2011 | 31 | 2011 |
| Recursive feature elimination for brain tumor classification using desorption electrospray ionization mass spectrometry imaging B Gholami, I Norton, AR Tannenbaum, NYR Agar 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 25 | 2012 |
| Clinical decision support and closed‐loop control for intensive care unit sedation WM Haddad, JM Bailey, B Gholami, AR Tannenbaum Asian Journal of Control 15 (2), 317-339, 2013 | 24 | 2013 |
| Segmentation of the endocardial wall of the left atrium using local region-based active contours and statistical shape learning Y Gao, B Gholami, RS MacLeod, J Blauer, WM Haddad, AR Tannenbaum Medical Imaging 2010: Image Processing 7623, 1542-1549, 2010 | 21 | 2010 |
| A pilot study evaluating adaptive closed‐loop fluid resuscitation during states of absolute and relative hypovolemia in dogs B Gholami, WM Haddad, JM Bailey, B Geist, Y Ueyama, WW Muir Journal of veterinary emergency and critical care 28 (5), 436-446, 2018 | 17 | 2018 |
| A statistical modeling approach for tumor-type identification in surgical neuropathology using tissue mass spectrometry imaging B Gholami, I Norton, LS Eberlin, NYR Agar IEEE journal of biomedical and health informatics 17 (3), 734-744, 2013 | 15 | 2013 |
| Uncertain nonlinear receding horizon control systems subject to non-zero computation time B Gholami, BW Gordon, CA Rabbath Proceedings of the 44th IEEE Conference on Decision and Control, 3765-3770, 2005 | 15 | 2005 |
| Camera-augmented non-contact vital sign monitoring in real time A Shokouhmand, S Eckstrom, B Gholami, N Tavassolian IEEE Sensors Journal 22 (12), 11965-11978, 2022 | 14 | 2022 |
| Using sensor-fusion and machine-learning algorithms to assess acute pain in non-verbal infants: a study protocol JM Roué, I Morag, WM Haddad, B Gholami, KJS Anand BMJ open 11 (1), e039292, 2021 | 13 | 2021 |
| Optimal drug dosing control for intensive care unit sedation by using a hybrid deterministic–stochastic pharmacokinetic and pharmacodynamic model B Gholami, WM Haddad, JM Bailey, AR Tannenbaum Optimal Control Applications and Methods 34 (5), 547-561, 2013 | 13 | 2013 |
| Controller synthesis with guaranteed closed-loop phase constraints WM Haddad, VS Chellaboina, B Gholami Automatica 44 (12), 3211-3214, 2008 | 13 | 2008 |
| Closed-loop control for fluid resuscitation: recent advances and future challenges B Gholami, WM Haddad, JM Bailey, WW Muir Frontiers in Veterinary Science 8, 642440, 2021 | 12 | 2021 |
| A compressive sensing approach for glioma margin delineation using mass spectrometry B Gholami, NYR Agar, FA Jolesz, WM Haddad, AR Tannenbaum 2011 Annual International Conference of the IEEE Engineering in Medicine and …, 2011 | 12 | 2011 |
| A hybrid radar-camera respiratory monitoring system based on an impulse-radio ultrawideband radar C Yang, B Bruce, X Liu, B Gholami, N Tavassolian 2020 42nd Annual International Conference of the IEEE Engineering in …, 2020 | 9 | 2020 |
| A fast parameter identification framework for personalized pharmacokinetics C Yang, N Tavassolian, WM Haddad, JM Bailey, B Gholami Scientific reports 9 (1), 14143, 2019 | 9 | 2019 |
