| 1 | Association between Substance Misuse and Outcomes in Critically III Patients with Pneumonia | 3.8 | 3 | Citations (PDF) |
| 2 | DR.BENCH: Diagnostic Reasoning Benchmark for Clinical Natural Language Processing | 4.8 | 7 | Citations (PDF) |
| 3 | Design and rationale of the CHILL phase II trial of hypothermia and neuromuscular blockade for acute respiratory distress syndrome | 1.3 | 2 | Citations (PDF) |
| 4 | Creation of a data commons for substance misuse related health research through privacy-preserving patient record linkage between hospitals and state agencies | 3.0 | 4 | Citations (PDF) |
| 5 | Internal and External Validation of an Alcohol Biomarker for Screening in Trauma | 4.9 | 12 | Citations (PDF) |
| 6 | External validation of a machine learning classifier to identify unhealthy alcohol use in hospitalized patients | 6.1 | 9 | Citations (PDF) |
| 7 | Image and structured data analysis for prognostication of health outcomes in patients presenting to the ED during the COVID-19 pandemic | 3.9 | 6 | Citations (PDF) |
| 8 | Response to Fitzgerald & Barenholtz: There is still much work to be done for digital classifiers | 6.1 | 0 | Citations (PDF) |
| 9 | Age and Injury Size Influence the Magnitude of Fecal Dysbiosis in Adult Burn Patients | 0.7 | 9 | Citations (PDF) |
| 10 | Identifying COVID-19 Outbreaks From Contact-Tracing Interview Forms for Public Health Departments: Development of a Natural Language Processing Pipeline | 3.0 | 2 | Citations (PDF) |
| 11 | To err is machine: Considerations on the clinical impact of machine learning models in patients with unhealthy alcohol use | 2.7 | 0 | Citations (PDF) |
| 12 | Metabolomic Associations of Asthma in the Hispanic Community Health Study/Study of Latinos | 3.5 | 3 | Citations (PDF) |
| 13 | Development and multimodal validation of a substance misuse algorithm for referral to treatment using artificial intelligence (SMART-AI): a retrospective deep learning study | 16.6 | 24 | Citations (PDF) |
| 14 | The Identification of Subphenotypes and Associations with Health Outcomes in Patients with Opioid-Related Emergency Department Encounters Using Latent Class Analysis | 3.1 | 3 | Citations (PDF) |
| 15 | Machine Learning Techniques to Explore Clinical Presentations of COVID-19 Severity and to Test the Association With Unhealthy Opioid Use: Retrospective Cross-sectional Cohort Study | 3.0 | 1 | Citations (PDF) |
| 16 | The Evaluation of a Clinical Decision Support Tool Using Natural Language Processing to Screen Hospitalized Adults for Unhealthy Substance Use: Protocol for a Quasi-Experimental Design | 1.4 | 1 | Citations (PDF) |
| 17 | Pre-training phenotyping classifiers | 4.8 | 2 | Citations (PDF) |
| 18 | Unhealthy alcohol and drug use is associated with an increased length of stay and hospital cost in patients undergoing major upper gastrointestinal and pancreatic oncologic resections | 1.9 | 5 | Citations (PDF) |
| 19 | Prediction of severe chest injury using natural language processing from the electronic health record | 1.9 | 18 | Citations (PDF) |
| 20 | Comparison and interpretability of machine learning models to predict severity of chest injury | 3.0 | 9 | Citations (PDF) |
| 21 | External validation of an opioid misuse machine learning classifier in hospitalized adult patients | 2.6 | 17 | Citations (PDF) |
| 22 | Identifying High-Risk Subphenotypes and Associated Harms From Delayed Antibiotic Orders and Delivery* | 0.6 | 21 | Citations (PDF) |
| 23 | Determining the Electronic Signature of Infection in Electronic Health Record Data | 0.6 | 18 | Citations (PDF) |
| 24 | Bias and fairness assessment of a natural language processing opioid misuse classifier: detection and mitigation of electronic health record data disadvantages across racial subgroups | 4.1 | 44 | Citations (PDF) |
| 25 | Investigating Unhealthy Alcohol Use As an Independent Risk Factor for Increased COVID-19 Disease Severity: Observational Cross-sectional Study | 3.0 | 19 | Citations (PDF) |
| 26 | Research Needs for Inpatient Management of Severe Alcohol Withdrawal Syndrome: An Official American Thoracic Society Research Statement | 9.7 | 18 | Citations (PDF) |
| 27 | Self-reported alcohol use in the cystic fibrosis community | 0.8 | 10 | Citations (PDF) |
| 28 | Validation of an alcohol misuse classifier in hospitalized patients | 0.9 | 14 | Citations (PDF) |
| 29 | The Role of Positive Airway Pressure Therapy in Adults with Obesity Hypoventilation Syndrome. A Systematic Review and Meta-Analysis | 3.8 | 27 | Citations (PDF) |
| 30 | Dietary Patterns, Asthma, and Lung Function in the Hispanic Community Health Study/Study of Latinos | 3.8 | 30 | Citations (PDF) |
| 31 | The Development and Validation of a Machine Learning Model to Predict Bacteremia and Fungemia in Hospitalized Patients Using Electronic Health Record Data | 0.6 | 13 | Citations (PDF) |
| 32 | Internal and External Validation of a Machine Learning Risk Score for Acute Kidney Injury | 7.2 | 85 | Citations (PDF) |
| 33 | Trends, Cost, and Mortality From Sepsis After Trauma in the United States: An Evaluation of the National Inpatient Sample of Hospitalizations, 2012–2016 | 0.6 | 22 | Citations (PDF) |
| 34 | Comparison of Early Warning Scoring Systems for Hospitalized Patients With and Without Infection at Risk for In-Hospital Mortality and Transfer to the Intensive Care Unit | 7.2 | 99 | Citations (PDF) |
| 35 | Publicly available machine learning models for identifying opioid misuse from the clinical notes of hospitalized patients | 4.0 | 23 | Citations (PDF) |
| 36 | The authors reply | 0.6 | 0 | Citations (PDF) |
| 37 | Differences in length of stay and discharge destination among patients with substance use disorders: The effect of Substance Use Intervention Team (SUIT) consultation service | 2.5 | 24 | Citations (PDF) |
| 38 | Weight Loss Interventions as Treatment of Obesity Hypoventilation Syndrome. A Systematic Review | 3.8 | 37 | Citations (PDF) |
| 39 | The Effect of Hospital Discharge with Empiric Noninvasive Ventilation on Mortality in Hospitalized Patients with Obesity Hypoventilation Syndrome. An Individual Patient Data Meta-Analysis | 3.8 | 30 | Citations (PDF) |
| 40 | Risk factors and outcomes of acute respiratory distress syndrome in critically ill patients with cirrhosis | 3.2 | 22 | Citations (PDF) |
| 41 | Evaluation and Management of Obesity Hypoventilation Syndrome. An Official American Thoracic Society Clinical Practice Guideline | 9.7 | 183 | Citations (PDF) |
| 42 | Noninvasive Ventilation versus CPAP as Initial Treatment of Obesity Hypoventilation Syndrome | 3.8 | 44 | Citations (PDF) |
| 43 | Subtypes in patients with opioid misuse: A prognostic enrichment strategy using electronic health record data in hospitalized patients | 2.5 | 35 | Citations (PDF) |
| 44 | Toward a clinical text encoder: pretraining for clinical natural language processing with applications to substance misuse | 4.1 | 13 | Citations (PDF) |
| 45 | Development and application of a high throughput natural language processing architecture to convert all clinical documents in a clinical data warehouse into standardized medical vocabularies | 4.1 | 23 | Citations (PDF) |
| 46 | Risk factors for infection and evaluation of Sepsis-3 in patients with trauma | 2.1 | 25 | Citations (PDF) |
| 47 | Identifying Novel Sepsis Subphenotypes Using Temperature Trajectories | 9.7 | 130 | Citations (PDF) |
| 48 | Physician agreement on the diagnosis of sepsis in the intensive care unit: estimation of concordance and analysis of underlying factors in a multicenter cohort | 3.9 | 25 | Citations (PDF) |
| 49 | Outcomes in Burn-Injured Patients Who Develop Sepsis | 0.7 | 20 | Citations (PDF) |
| 50 | Patient Outcomes and Cost-Effectiveness of a Sepsis Care Quality Improvement Program in a Health System* | 0.6 | 40 | Citations (PDF) |
| 51 | Natural language processing and machine learning to identify alcohol misuse from the electronic health record in trauma patients: development and internal validation | 4.1 | 53 | Citations (PDF) |
| 52 | Injury Characteristics and von Willebrand Factor for the Prediction of Acute Respiratory Distress Syndrome in Patients With Burn Injury | 4.9 | 10 | Citations (PDF) |
| 53 | Use of alcohol biomarkers to identify alcohol misuse in organ donors | 0.9 | 9 | Citations (PDF) |
| 54 | Validation of a Host Response Assay, SeptiCyte LAB, for Discriminating Sepsis from Systemic Inflammatory Response Syndrome in the ICU | 9.7 | 85 | Citations (PDF) |
| 55 | Helping Patients With ESRD and Earlier Stages of CKD to Quit Smoking | 5.6 | 23 | Citations (PDF) |
| 56 | Association of Alcohol With Mortality After Traumatic Brain Injury | 3.6 | 26 | Citations (PDF) |
| 57 | A computable phenotype for asthma case identification in adult and pediatric patients: External validation in the Chicago Area Patient-Outcomes Research Network (CAPriCORN) | 1.8 | 12 | Citations (PDF) |
| 58 | Summary of the 2017 Alcohol and Immunology Research Interest Group (AIRIG) meeting | 0.9 | 1 | Citations (PDF) |
| 59 | Age-related immune responses after burn and inhalation injury are associated with altered clinical outcomes | 3.8 | 10 | Citations (PDF) |
| 60 | Optimal Cut‐Points for Phosphatidylethanol Vary by Clinical Setting: Response to Nguyen and Seth's (2018) Letter to the Editor | 2.7 | 3 | Citations (PDF) |
| 61 | Impact of the Affordable Care Act (ACA) Medicaid Expansion on Cancer Admissions and Surgeries | 4.9 | 85 | Citations (PDF) |
| 62 | Racial and Ethnic Postoperative Outcomes After Surgery: The Hispanic Paradox | 1.8 | 27 | Citations (PDF) |
| 63 | Effects of binge alcohol consumption on sleep and inflammation in healthy volunteers | 1.3 | 6 | Citations (PDF) |
| 64 | Comparison of Automated Methods Versus the American Burn Association Sepsis Definition to Identify Sepsis and Sepsis With Organ Dysfunction/Septic Shock in Burn-Injured Adults | 0.7 | 10 | Citations (PDF) |
| 65 | Family Presence at First Cardiopulmonary Resuscitation and Subsequent Limitations on Care in the Medical Intensive Care Unit | 1.2 | 9 | Citations (PDF) |
| 66 | Letter to the Editor: Ding Q, Wang Z, Shen M, Su Z, and Shen L (2017) Acute Alcohol Exposure and Risk of Mortality of Patients with Traumatic Brain Injury: A Systematic Review and Meta‐Analysis | 2.7 | 1 | Citations (PDF) |
| 67 | The Contributing Risk of Tobacco Use for ARDS Development in Burn-Injured Adults With Inhalation Injury | 1.5 | 4 | Citations (PDF) |
| 68 | Cut-Point Levels of Phosphatidylethanol to Identify Alcohol Misuse in a Mixed Cohort Including Critically Ill Patients | 2.7 | 45 | Citations (PDF) |
| 69 | Association of Serum Lipids and Obstructive Lung Disease in Hispanic/ Latino Adults of Diverse Backgrounds | 0.0 | 4 | Citations (PDF) |
| 70 | Ten-year Single Center Experience of Pulmonary Carcinoid Tumors and Diagnostic Yield of Bronchoscopic Biopsy | 3.3 | 11 | Citations (PDF) |
| 71 | Advanced Age Alters Monocyte and Macrophage Responses | 6.4 | 77 | Citations (PDF) |
| 72 | Exhaled Nitric Oxide Levels Among Adults With Excessive Alcohol ConsumptionChest, 2016, 150, 196-209 | 0.5 | 12 | Citations (PDF) |
| 73 | Alveolar macrophage inflammatory mediator expression is elevated in the setting of alcohol use disorders | 0.9 | 22 | Citations (PDF) |
| 74 | Trauma indices for prediction of acute respiratory distress syndrome | 1.8 | 20 | Citations (PDF) |
| 75 | Azithromycin use and outcomes in severe sepsis patients with and without pneumonia | 2.3 | 20 | Citations (PDF) |
| 76 | Injured patients with very high blood alcohol concentrations | 1.9 | 28 | Citations (PDF) |
| 77 | Alcohol exposure, injury, and death in trauma patients | 2.6 | 18 | Citations (PDF) |
| 78 | Acute immunomodulatory effects of binge alcohol ingestion | 0.9 | 80 | Citations (PDF) |
| 79 | Acute respiratory distress syndrome and outcomes after near hanging | 1.6 | 9 | Citations (PDF) |
| 80 | The International Epidemiology of Acute Respiratory Distress Syndrome | 0.6 | 2 | Citations (PDF) |
| 81 | Blood alcohol content, injury severity, and adult respiratory distress syndrome | 2.6 | 26 | Citations (PDF) |
| 82 | Update in Critical Care for the Nephrologist: Transfusion in Nonhemorrhaging Critically Ill Patients | 2.0 | 4 | Citations (PDF) |
| 83 | Acute Respiratory Distress Syndrome and Outcomes After Near-Hanging | 0.5 | 0 | Citations (PDF) |
| 84 | Nonpharmacologic approach to minimizing shivering during surface cooling: A proof of principle study | 2.3 | 8 | Citations (PDF) |
| 85 | Narrative Review: Tetanus—A Health Threat After Natural Disasters in Developing Countries | 10.5 | 113 | Citations (PDF) |
| 86 | Deployment of Real-time Natural Language Processing and Deep Learning Clinical Decision Support in the Electronic Health Record: Pipeline Implementation for an Opioid Misuse Screener in Hospitalized Adults | 4.0 | 11 | Citations (PDF) |
