573 results on '"Churpek, Matthew M."'
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2. Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction
3. Overview of the Problem List Summarization (ProbSum) 2023 Shared Task on Summarizing Patients' Active Diagnoses and Problems from Electronic Health Record Progress Notes
4. Multi-Task Training with In-Domain Language Models for Diagnostic Reasoning
5. Association of Neighborhood Disadvantage with Short- and Long-Term Outcomes After Pancreatectomy for Pancreatic Ductal Adenocarcinoma
6. Progress Note Understanding -- Assessment and Plan Reasoning: Overview of the 2022 N2C2 Track 3 Shared Task
7. DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing
8. Summarizing Patients Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models
9. Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding
10. A Scoping Review of Publicly Available Language Tasks in Clinical Natural Language Processing
11. ASO Visual Abstract: Association of Neighborhood Disadvantage with Short- and Long-Term Outcomes After Pancreatectomy for Pancreatic Ductal Adenocarcinoma
12. Predicting transfers to intensive care in children using CEWT and other early warning systems
13. Using Trajectories of Bedside Vital Signs to Identify COVID-19 Subphenotypes
14. Comparison of machine learning clustering algorithms for detecting heterogeneity of treatment effect in acute respiratory distress syndrome: A secondary analysis of three randomised controlled trials
15. Alcohol Withdrawal Severity Measures for Identifying Patients Requiring High-Intensity Care
16. Identifying Young Adults at High Risk for Weight Gain Using Machine Learning
17. Identifying molecular phenotypes in sepsis: an analysis of two prospective observational cohorts and secondary analysis of two randomised controlled trials
18. Development and validation of novel sepsis subphenotypes using trajectories of vital signs
19. Analysis of Protein Biomarkers From Hospitalized COVID-19 Patients Reveals Severity-Specific Signatures and Two Distinct Latent Profiles With Differential Responses to Corticosteroids*
20. The Accuracy of Initial U.S. Heart Transplant Candidate Rankings
21. DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing
22. Development and external validation of deep learning clinical prediction models using variable-length time series data
23. Development and multimodal validation of a substance misuse algorithm for referral to treatment using artificial intelligence (SMART-AI): a retrospective deep learning study
24. Toward Precision in Critical Care Research: Methods for Observational and Interventional Studies.
25. The Laboratory-Based Intermountain Validated Exacerbation (LIVE) Score Identifies Chronic Obstructive Pulmonary Disease Patients at High Mortality Risk
26. Stability of Frequency of Severe Chronic Obstructive Pulmonary Disease Exacerbations and Health Care Utilization in Clinical Populations.
27. Leveraging A Medical Knowledge Graph into Large Language Models for Diagnosis Prediction (Preprint)
28. Multicenter Development and Prospective Validation of eCARTv5: A Gradient Boosted Machine Learning Early Warning Score
29. Development and Validation of a Risk Score Predicting Death Without Transplant in Adult Heart Transplant Candidates
30. Causes, Diagnostic Testing, and Treatments Related to Clinical Deterioration Events among High-Risk Ward Patients
31. Between-center variation in high-priority listing status under the new heart allocation policy
32. WITHDRAWN: Prompt Engineering GPT-4 to Answer Patient Inquiries: A Real-Time Implementation in the Electronic Health Record across Provider Clinics
33. Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models
34. Automated stratification of trauma injury severity across multiple body regions using multi-modal, multi-class machine learning models.
35. Individualized Treatment Effects of Oxygen Targets in Mechanically Ventilated Critically Ill Adults.
36. Association between mortality and critical events within 48 hours of transfer to the pediatric intensive care unit
37. Large Language Models and Medical Knowledge Grounding for Diagnosis Prediction
38. ASO Visual Abstract: Association of Neighborhood Disadvantage with Short- and Long-Term Outcomes After Pancreatectomy for Pancreatic Ductal Adenocarcinoma
39. Creation of a data commons for substance misuse related health research through privacy-preserving patient record linkage between hospitals and state agencies
40. Development and external validation of multimodal postoperative acute kidney injury risk machine learning models
41. Association of Neighborhood Disadvantage with Short- and Long-Term Outcomes After Pancreatectomy for Pancreatic Ductal Adenocarcinoma
42. T cell Co-Stimulatory molecules ICOS and CD28 stratify idiopathic pulmonary fibrosis survival
43. Machine Learning Prediction of Death in Critically Ill Patients With Coronavirus Disease 2019
44. Comparison of variable selection methods for clinical predictive modeling
45. Rapid response systems
46. Geographic Variation in the Treatment of U.S. Adult Heart Transplant Candidates
47. Trends in Survival After In-Hospital Cardiac Arrest During Nights and Weekends
48. Temperature Trajectory Subphenotypes Correlate With Immune Responses in Patients With Sepsis
49. Individualized Treatment Effects of Bougie versus Stylet for Tracheal Intubation in Critical Illness
50. Abstract 260: Machine Learning To Identify Heterogeneity Of Treatment Effect Of Intermediate-dose Vs Standard-dose Prophylactic Anticoagulation In The Inspiration Trial
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