Thought leadership at the intersection of clinical medicine, data science, and healthcare technology from the Acumenus team.
Project Dispatches
Status updates on each of our open-source platforms, published over the coming days.
Essays & Perspectives
The Healthcare Data Pipeline
Healthcare organizations generate staggering volumes of data every day. But data alone doesn't save lives. This article walks through the six stages of the healthcare data pipeline — a comprehensive framework for converting raw clinical and business data into knowledge and practice that improves patient outcomes.
Read moreSir William Osler, often regarded as the father of modern medicine, established principles of clinical practice that continue to resonate over a century later. His emphasis on bedside teaching, systematic observation, and the humanistic approach to patient care laid the groundwork for evidence-based medicine.
Read moreFirst-gen AI in healthcare will create more clutter, not clarity
The current wave of AI hype in healthcare threatens to obscure the very real challenges of clinical data management and decision support. Without rigorous validation, standardized data infrastructure, and clinical workflow integration, AI risks becoming another source of alert fatigue.
Read moreData science methodologies offer healthcare organizations powerful tools for improving patient outcomes. The key lies not in the sophistication of the algorithms but in the quality and standardization of the underlying data.
Read moreThe transformation of raw clinical data into actionable knowledge requires more than dashboards and reports. It demands a systematic approach to analytics that begins with data standardization and culminates in decision support tools that integrate into clinical workflows.
Read moreWe welcome opportunities to co-author, present, and partner on research at the intersection of clinical informatics and data science.
