Luis N Amaral

Luis N Amaral is a Professor at both the Department of Medicine (Pulmonary and Critical Care) and the McCormick School of Engineering at Northwestern University. His interdisciplinary research bridges computational sciences with biomedical applications.

• PhD in computational biology from Boston University (1996)

Key research areas include machine learning, biomedical informatics, scientific integrity, and network science. Recent publications focus on clinical state extraction using AI, reproducibility in materials science, and foundational issues in artificial intelligence.

Publications from 2025-2024 reveal trends in AI ethics, medical data analysis, and scientific methodology. His work combines complex systems research with healthcare applications, including pneumonia subtyping algorithms and tools for critical care diagnostics.

Affiliated with the Institute for Artificial Intelligence in Medicine and Center for Computational and Social Sciences in Health, Amaral contributes to interdisciplinary research initiatives like NUCATS. His studies explore social network effects on health outcomes and system-level scientific challenges.