Research Academic Publications 2024 Abstract Sa401: Bystander Cardiopulmonary Resuscitation in Out-of-Hospital Cardiac Arrest Cases in ChicagoAbstract Sa1206: Chicago improves its Out-of-Hospital Cardiac Arrest SurvivalAbstract Su1001: Biomarker Trends after Return of Spontaneous Circulation in Out-of-Hospital Cardiac ArrestsAbstract Su401: Confidence in performing CPR after training with traditional and female-breasted manikinsYears of Potential Life Lost and Mean Age of Adults Experiencing Nontraumatic, Out-of-Hospital Cardiac Arrests — Chicago, 2014–2021 2023 Interhospital variability in Out-of-Hospital cardiac arrest survival in a large metropolitan areaAbstract 346: Deep Learning Approach for Predicting Good Neurological Outcome for Out-of-Hospital Cardiac Arrest PatientsAbstract 409: Burden of Overdose in Young Adult Cardiac Arrest Cases 2022 Utilizing community level factors to improve prediction of out of hospital cardiac arrest outcome using machine learningA machine learning approach for modeling decisions in the out of hospital cardiac arrest care workflowAbstract 257: Epidemiological Trends In Mean Age At Cardiac Arrest 2021 + Beyond Sex differences in outcomes for out-of-hospital cardiac arrest in the United StatesThe Acceptability and Impact of a Pilot Community Hands-Only Cardiopulmonary Resuscitation Training Program in IndiaLarge urban center improves out-of-hospital cardiac arrest survivalPay It Forward: High School Video-based Instruction Can Disseminate CPR Knowledge in Priority Neighborhoods