Steven Horng

Publications by Year

Research Areas

Machine Learning in Healthcare, Electronic Health Records Systems, COVID-19 diagnosis using AI, Biomedical Text Mining and Ontologies, Emergency and Acute Care Studies

Most-Cited Works

• → MIMIC-IV, a freely accessible electronic health record dataset(2023)2,457 cited
• → MIMIC-CXR, a de-identified publicly available database of chest radiographs with free-text reports(2019)1,504 cited
• → Learning a Health Knowledge Graph from Electronic Medical Records(2017)416 cited
• → Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning(2017)311 cited
• → MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs(2019)256 cited
• MIMIC-CXR: A large publicly available database of labeled chest radiographs(2019)
• → Electronic medical record phenotyping using the anchor and learn framework(2016)173 cited
• → Author Correction: MIMIC-IV, a freely accessible electronic health record dataset(2023)136 cited
• → Predicting Intensive Care Unit admission among patients presenting to the emergency department using machine learning and natural language processing(2020)78 cited