166 results on '"Rashidi, Parisa"'
Search Results
2. Sensors in Hospitals
3. Transformers and large language models in healthcare: A review
4. Wearable sensors in patient acuity assessment in critical care
5. Identifying acute illness phenotypes via deep temporal interpolation and clustering network on physiologic signatures
6. Scoring for Hemorrhage Severity in Traumatic Injury
7. Evaluation of General Large Language Models in Understanding Clinical Concepts Extracted from Adult Critical Care Electronic Health Record Notes
8. Diurnal Pain Classification in Critically Ill Patients using Machine Learning on Accelerometry and Analgesic Data
9. 48 Educational Differences in Digital Clock Drawing for the Command Condition: A Bayesian Network Analysis
10. 49 Educational Differences in Digital Clock Drawing for the Copy Condition: A Bayesian Network Analysis
11. 96 Proof of Principle: Can Paragraph Recall Pauses and Speech Frequencies Correctly Classify Cognitively Compromised Older Adults?
12. Clinical courses of acute kidney injury in hospitalized patients: a multistate analysis
13. Dynamic Delirium Prediction in the Intensive Care Unit using Machine Learning on Electronic Health Records
14. FaIRClocks: Fair and Interpretable Representation of the Clock Drawing Test for mitigating classifier bias against lower educational groups
15. Machine Learning–Enabled Clinical Information Systems Using Fast Healthcare Interoperability Resources Data Standards: Scoping Review
16. Digital health and acute kidney injury: consensus report of the 27th Acute Disease Quality Initiative workgroup
17. Explainable semi-supervised deep learning shows that dementia is associated with small, avocado-shaped clocks with irregularly placed hands
18. Machine learning-enabled clinical information systems using fast healthcare interoperability data standards: a scoping review (Preprint)
19. Artificial intelligence guidance of advanced heart failure therapies: A systematic scoping review
20. Digital Health Transformers and Opportunities for AI-Enabled Nephrology
21. Reinforcement Learning for Clinical Applications
22. Dynamic predictions of postoperative complications from explainable, uncertainty-aware, and multi-task deep neural networks
23. Building an automated machine learning-enabled platform for predicting post-operative complications
24. Fairness in the prediction of acute postoperative pain using machine learning models
25. Predictive Modeling for Readmission to Intensive Care: A Systematic Review
26. Applying Variational Autoencoder to Explore Changes in Clock Drawing With Hip Fracture Surgery
27. Multi-dimensional patient acuity estimation with longitudinal EHR tokenization and flexible transformer networks
28. Overtriage, Undertriage, and Value of Care after Major Surgery: An Automated, Explainable Deep Learning-Enabled Classification System
29. Physiologic signatures within six hours of hospitalization identify acute illness phenotypes
30. Long-Term Postoperative Pain Prediction Using Higher-Order Singular Value Decomposition of Intraoperative Physiological Responses: Prospective Cohort Study
31. Early Biomarker Signatures in Surgical Sepsis
32. Phenotype clustering in health care: A narrative review for clinicians
33. Uncertainty-aware deep learning in healthcare: A scoping review
34. Postoperative Overtriage to an Intensive Care Unit Is Associated With Low Value of Care
35. EARLY DIFFERENTIATION BETWEEN SEPSIS AND STERILE INFLAMMATION VIA URINARY GENE SIGNATURES OF METABOLIC DYSREGULATION
36. The effect of non-pharmacologic strategies on prevention or management of intensive care unit delirium: a systematic review
37. Potentials and Challenges of Pervasive Sensing in the Intensive Care Unit
38. Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform
39. Variational autoencoder provides proof of concept that compressing CDT to extremely low-dimensional space retains its ability of distinguishing dementia
40. Long-Term Postoperative Pain Prediction from Intraoperative Physiological Responses (Preprint)
41. Ideal algorithms in healthcare: Explainable, dynamic, precise, autonomous, fair, and reproducible
42. Human activity recognition in artificial intelligence framework: a narrative review
43. Using Variational Autoencoder to Develop and Validate a Compact, Deep Representation of Digital Clock Drawing Test for Classifying Dementia
44. Federated learning for preserving data privacy in collaborative healthcare research
45. Comparison of Intercostal Nerve Block with Ropivacaine and Ropivacaine-Dexmedetomidine for Postoperative Pain Control in Patients Undergoing Thoracotomy: A Randomized Clinical Trial
46. Association of Postoperative Undertriage to Hospital Wards With Mortality and Morbidity
47. The effect of non-pharmacologic strategies on prevention or management of intensive care unit delirium: a systematic review
48. Machine Learning Applications in Solid Organ Transplantation and Related Complications
49. Effects of Patient and Surgery Characteristics on Persistent Postoperative Pain
50. ROAMM: A customizable and interactive smartwatch platform for patient-generated health data
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