Jackson Steinkamp, MD
Primary care physician, software developer, data scientist, and machine learning enthusiast. Jackson co-founded River Records with a vision to redesign the electronic medical record from the ground up.
His research interests span general medicine, healthcare quality improvement, natural language processing, and rethinking how clinical information is organized. He led the research on EMR duplication and information chaos that became the intellectual foundation for Stream.
Former resident at the University of Pennsylvania.
Posts by Jackson
5 articles
Prevalence and Sources of Duplicate Information in the Electronic Medical Record
Groundbreaking research shows duplicate text comprises 50% of medical records. Discover how copy-paste behavior leads to errors and what AI does differently.
Sep 27, 2022A Fully Collaborative, Noteless Electronic Medical Record Designed to Minimize Information Chaos: Software Design and Feasibility Study
Breakthrough research demonstrates feasibility of EMR without traditional notes. Learn how collaborative, problem-based documentation reduces duplication and chaos.
Sep 11, 2021Beyond Notes: Why It Is Time to Abandon an Outdated Documentation Paradigm
Published research argues medical notes represent poor organizational framework. Discover why note paradigm should be abandoned for topic-based documentation.
Apr 21, 2021A Web Application for Adrenal Incidentaloma Identification, Tracking, and Management Using Machine Learning
Research demonstrates AI can identify and track adrenal incidentalomas in radiology reports. Learn how machine learning prevents missed follow-ups and improves outcomes.
Sep 17, 2020Task definition, annotated dataset, and supervised natural language processing models for symptom extraction from unstructured clinical notes
Research achieves 86% accuracy extracting symptoms from clinical notes using AI. Learn how natural language processing enables real-time symptom identification.
Dec 27, 2019