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146 results on '"Mortazavi, Bobak J."'

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1. ArterialNet: Reconstructing Arterial Blood Pressure Waveform with Wearable Pulsatile Signals, a Cohort-Aware Approach

2. An Efficient Contrastive Unimodal Pretraining Method for EHR Time Series Data

3. Realtime, multimodal invasive ventilation risk monitoring using language models and BoXHED

5. Self-supervised contrastive learning of echocardiogram videos enables label-efficient cardiac disease diagnosis

6. Density-Aware Personalized Training for Risk Prediction in Imbalanced Medical Data

7. Predicting the meal macronutrient composition from continuous glucose monitors

8. Boosted-SpringDTW for Comprehensive Feature Extraction of Physiological Signals

9. Real-time Mortality Prediction Using MIMIC-IV ICU Data Via Boosted Nonparametric Hazards

11. BoXHED2.0: Scalable boosting of dynamic survival analysis

12. Dynamically Extracting Outcome-Specific Problem Lists from Clinical Notes with Guided Multi-Headed Attention

13. Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks

14. BoXHED: Boosted eXact Hazard Estimator with Dynamic covariates

15. Explainable Prediction of Adverse Outcomes Using Clinical Notes

16. A Survey of Challenges and Opportunities in Sensing and Analytics for Cardiovascular Disorders

17. Visualization of Emergency Department Clinical Data for Interpretable Patient Phenotyping

18. Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images

21. A multicenter evaluation of computable phenotyping approaches for SARS-CoV-2 infection and COVID-19 hospitalizations

23. SOFA score performs worse than age for predicting mortality in patients with COVID-19.

28. Severe aortic stenosis detection by deep learning applied to echocardiography

29. The Use of Telehealth Technology to Support Health Coaching for Older Adults: Literature Review

37. Enhancing the prediction of acute kidney injury risk after percutaneous coronary intervention using machine learning techniques: A retrospective cohort study

39. Towards Dynamic Risk Prediction of Outcomes After CABG: Improving Risk Prediction with Intraoperative Events Using Gradient Boosting

42. Clinical characteristics and outcomes for 7,995 patients with SARS-CoV-2 infection

43. Use of Mechanical Circulatory Support Devices Among Patients With Acute Myocardial Infarction Complicated by Cardiogenic Shock

44. Protocol for project recovery after cardiac surgery: a single-center cohort study leveraging digital platform to characterise longitudinal patient-reported postoperative recovery patterns

45. Development and Validation of a Model for Predicting the Risk of Acute Kidney Injury Associated With Contrast Volume Levels During Percutaneous Coronary Intervention

46. Performance Metrics for the Comparative Analysis of Clinical Risk Prediction Models Employing Machine Learning.

47. Comparison of Machine Learning Methods With National Cardiovascular Data Registry Models for Prediction of Risk of Bleeding After Percutaneous Coronary Intervention

49. A Review of Digital Innovations for Diet Monitoring and Precision Nutrition.

50. Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks.

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