Keith F. Woeltje

Keith F. Woeltje, MD, PhD serves as Associate Dean and Professor at the Medical College of Wisconsin, specializing in Infectious Disease with board certifications in Internal Medicine, Infectious Disease, and Clinical Informatics. His clinical practice occurs at Froedtert Hospital in Milwaukee, where he bridges frontline care with advanced research in healthcare epidemiology and health AI validation.

His educational foundation includes:

• Doctor of Medicine (MD), University of Texas Southwestern Medical School, Dallas (1991)
• PhD in Biochemistry, University of Texas Southwestern Graduate School of Biomedical Sciences (1984-1991)
• Internal Medicine Residency, Barnes Hospital, St. Louis (1991-1994)
• Infectious Diseases Fellowship, Washington University School of Medicine (1994-1997)
• Graduate Certificate in Medical Informatics, Oregon Health Sciences University (2001-2004)

Woeltje's research integrates machine learning with traditional epidemiology to solve critical healthcare challenges. His work focuses on antibiotic stewardship across multi-hospital networks, pandemic response strategies, and validating AI tools for clinical decision support. Recent studies analyze ultraviolet disinfection efficacy, EHR transition impacts, and geospatial patterns in antimicrobial resistance using datasets spanning 576 hospitals and 11+ million admissions.

His publication trends reveal an accelerating focus on health AI since 2020, with seminal work establishing frameworks for AI assurance labs and 'conversational' machine learning systems. These studies consistently emphasize practical implementation in real-world healthcare settings while addressing ethical and regulatory challenges.

No scientific awards were documented in the provided materials.

While specific advising activities and grant details remain unreported, Woeltje's collaborative research involves major multi-institutional networks including the CDC and national hospital consortia. His leadership in the Associate Dean role suggests significant administrative oversight of academic programs.

Though laboratory affiliations aren't specified, his work with electronic health record systems and multi-hospital data networks indicates leadership in health informatics infrastructure development.