Analysis of machine learning techniques for heart failure readmissions BJ Mortazavi, NS Downing, EM Bucholz, K Dharmarajan, A Manhapra, ... Circulation: Cardiovascular Quality and Outcomes 9 (6), 629-640, 2016 | 364 | 2016 |
Association of use of an intravascular microaxial left ventricular assist device vs intra-aortic balloon pump with in-hospital mortality and major bleeding among patients with … SS Dhruva, JS Ross, BJ Mortazavi, NC Hurley, HM Krumholz, JP Curtis, ... Jama 323 (8), 734-745, 2020 | 326 | 2020 |
Machine learning prediction of mortality and hospitalization in heart failure with preserved ejection fraction S Angraal, BJ Mortazavi, A Gupta, R Khera, T Ahmad, NR Desai, ... JACC: heart failure 8 (1), 12-21, 2020 | 219 | 2020 |
Recommendations for reporting machine learning analyses in clinical research LM Stevens, BJ Mortazavi, RC Deo, L Curtis, DP Kao Circulation: Cardiovascular Quality and Outcomes 13 (10), e006556, 2020 | 151 | 2020 |
Use of machine learning models to predict death after acute myocardial infarction R Khera, J Haimovich, NC Hurley, R McNamara, JA Spertus, N Desai, ... JAMA cardiology 6 (6), 633-641, 2021 | 139 | 2021 |
Designing a robust activity recognition framework for health and exergaming using wearable sensors N Alshurafa, W Xu, JJ Liu, MC Huang, B Mortazavi, CK Roberts, ... IEEE Journal of Biomedical and Health Informatics 18 (5), 1636-1646, 2013 | 117 | 2013 |
The Rickettsia Endosymbiont of Ixodes pacificus Contains All the Genes of De Novo Folate Biosynthesis DJ Hunter, JL Torkelson, J Bodnar, B Mortazavi, T Laurent, J Deason, ... PloS one 10 (12), e0144552, 2015 | 114 | 2015 |
Determining the single best axis for exercise repetition recognition and counting on smartwatches BJ Mortazavi, M Pourhomayoun, G Alsheikh, N Alshurafa, SI Lee, ... 2014 11th international conference on wearable and implantable body sensor …, 2014 | 114 | 2014 |
Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: a retrospective cohort study C Huang, K Murugiah, S Mahajan, SX Li, SS Dhruva, JS Haimovich, ... PLoS medicine 15 (11), e1002703, 2018 | 112 | 2018 |
Can smartwatches replace smartphones for posture tracking? B Mortazavi, E Nemati, K VanderWall, HG Flores-Rodriguez, JYJ Cai, ... Sensors 15 (10), 26783-26800, 2015 | 75 | 2015 |
Use of mechanical circulatory support devices among patients with acute myocardial infarction complicated by cardiogenic shock SS Dhruva, JS Ross, BJ Mortazavi, NC Hurley, HM Krumholz, JP Curtis, ... JAMA network open 4 (2), e2037748-e2037748, 2021 | 69 | 2021 |
Comparison of machine learning methods with national cardiovascular data registry models for prediction of risk of bleeding after percutaneous coronary intervention BJ Mortazavi, EM Bucholz, NR Desai, C Huang, JP Curtis, FA Masoudi, ... JAMA network open 2 (7), e196835-e196835, 2019 | 68 | 2019 |
Dynamic computation offloading for low-power wearable health monitoring systems H Kalantarian, C Sideris, B Mortazavi, N Alshurafa, M Sarrafzadeh IEEE Transactions on Biomedical Engineering 64 (3), 621-628, 2016 | 63 | 2016 |
Self-damaging contrastive learning Z Jiang, T Chen, BJ Mortazavi, Z Wang International Conference on Machine Learning, 4927-4939, 2021 | 61 | 2021 |
Learning to generate clinically coherent chest X-ray reports J Lovelace, B Mortazavi Findings of the association for computational linguistics: EMNLP 2020, 1235-1243, 2020 | 58 | 2020 |
Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection J McPadden, F Warner, HP Young, NC Hurley, RA Pulk, A Singh, ... PLoS One 16 (3), e0243291, 2021 | 50 | 2021 |
The use of telehealth technology to support health coaching for older adults: literature review C Markert, F Sasangohar, BJ Mortazavi, S Fields JMIR Human Factors 8 (1), e23796, 2021 | 48 | 2021 |
Automated multilabel diagnosis on electrocardiographic images and signals V Sangha, BJ Mortazavi, AD Haimovich, AH Ribeiro, CA Brandt, ... Nature communications 13 (1), 1583, 2022 | 47 | 2022 |
Remote patient monitoring: what impact can data analytics have on cost? SI Lee, H Ghasemzadeh, B Mortazavi, M Lan, N Alshurafa, M Ong, ... Proceedings of the 4th Conference on Wireless Health, 1-8, 2013 | 43 | 2013 |
A survey on smart homes for aging in place: Toward solutions to the specific needs of the elderly V Nathan, S Paul, T Prioleau, L Niu, BJ Mortazavi, SA Cambone, ... IEEE Signal Processing Magazine 35 (5), 111-119, 2018 | 42 | 2018 |