| Heart arrhythmia detection using continuous wavelet transform and principal component analysis with neural network classifier P Ghorbanian, A Ghaffari, A Jalali, C Nataraj Computers in Cardiology, 2010, 669-672, 2010 | 57 | 2010 |
| Deep learning for improved risk prediction in surgical outcomes A Jalali, H Lonsdale, N Do, J Peck, M Gupta, S Kutty, SR Ghazarian, ... Scientific reports 10 (1), 9289, 2020 | 56 | 2020 |
| Machine learning and artificial intelligence in pediatric research: current state, future prospects, and examples in perioperative and critical care H Lonsdale, A Jalali, L Ahumada, C Matava The Journal of Pediatrics 221, S3-S10, 2020 | 33 | 2020 |
| Machine learning applied to registry data: development of a patient-specific prediction model for blood transfusion requirements during craniofacial surgery using the pediatric … A Jalali, H Lonsdale, LV Zamora, L Ahumada, ATH Nguyen, M Rehman, ... Anesthesia & Analgesia 132 (1), 160-171, 2021 | 26 | 2021 |
| Prediction of periventricular leukomalacia in neonates after cardiac surgery using machine learning algorithms A Jalali, AF Simpao, JA Gálvez, DJ Licht, C Nataraj Journal of medical systems 42, 1-11, 2018 | 26 | 2018 |
| Advanced analytics for outcome prediction in intensive care units A Jalali, D Bender, M Rehman, V Nadkanri, C Nataraj 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 26 | 2016 |
| Prediction of Periventricular Leukomalacia Occurrence in Neonates After Heart Surgery A Jalali, E Buckley, J Lynch, P Schwab, D Licht, C Nataraj Biomedical and Health Informatics, IEEE Journal of 18 (4), 1453 - 1460, 2014 | 22 | 2014 |
| An improved procedure for detection of heart arrhythmias with novel pre‐processing techniques P Ghorbanian, A Jalali, A Ghaffari, C Nataraj Expert systems 29 (5), 478-491, 2012 | 18 | 2012 |
| Application of mathematical modeling for simulation and analysis of hypoplastic left heart syndrome (HLHS) in pre-and postsurgery conditions A Jalali, GF Jones, DJ Licht, C Nataraj BioMed research international 2015, 2015 | 17 | 2015 |
| Application of decision tree in the prediction of periventricular leukomalacia (PVL) occurrence in neonates after heart surgery A Jalali, DJ Licht, C Nataraj 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 17 | 2012 |
| Artificial intelligence in anesthesiology: Hype, hope, and hurdles H Lonsdale, A Jalali, JA Gálvez, LM Ahumada, AF Simpao Anesthesia & Analgesia 130 (5), 1111-1113, 2020 | 15 | 2020 |
| Identification of sympathetic and parasympathetic nerves function in cardiovascular regulation using ANFIS approximation A Jalali, A Ghaffari, P Ghorbanian, C Nataraj Artificial Intelligence in Medicine, 2011 | 15 | 2011 |
| Quality initiative using theory of change and visual analytics to improve controlled substance documentation discrepancies in the operating room JE Dolan, H Lonsdale, LM Ahumada, A Patel, J Samuel, A Jalali, J Peck, ... Applied clinical informatics 10 (03), 543-551, 2019 | 13 | 2019 |
| Neural network classifier for automatic detection of invasive versus noninvasive airway management technique based on respiratory monitoring parameters in a pediatric anesthesia JA Gálvez, A Jalali, L Ahumada, AF Simpao, MA Rehman Journal of medical systems 41, 1-9, 2017 | 13 | 2017 |
| Novel covid-19 screening using cough recordings of a mobile patient monitoring system X Zhang, M Pettinati, A Jalali, KS Rajput, N Selvaraj 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021 | 11 | 2021 |
| Application of computational intelligence techniques for cardiovascular diagnostics C Nataraj, A Jalali, P Ghorbanian The Cardiovascular System-Physiology, Diagnostics and Clinical Implications …, 2012 | 11 | 2012 |
| A novel nonlinear mathematical model of thoracic wall mechanics during cardiopulmonary resuscitation based on a porcine model of cardiac arrest A Jalali, AF Simpao, VM Nadkarni, RA Berg, C Nataraj Journal of medical systems 41, 1-8, 2017 | 9 | 2017 |
| A novel algorithm for reducing false arrhythmia alarms in intensive care units C Srivastava, S Sharma, A Jalali 2016 38th Annual International Conference of the IEEE Engineering in …, 2016 | 9 | 2016 |
| Variation of ECG features on torso plane: An innovative approach to myocardial infarction detection H SadAbadi, A Jalali, M Ghasemi, P Ghorbanian, M Atarod, H Golbayani, ... 2007 Computers in Cardiology, 629-632, 2007 | 9 | 2007 |
| Electrocardiographic imaging of myocardial infarction using heart vector analysis M Ghasemi, A Jalali, H SadAbadi, M Atarod, H Golbayani, P Ghorbanian, ... 2007 Computers in Cardiology, 625-628, 2007 | 9 | 2007 |
Mohamed Rehman, M.D. , FAAPEric Kobren Professor, Johns Hopkins School of MedicineVerified email at jhmi.edu
