Researcher

Marylyn D. Ritchie

Marylyn D. Ritchie is a statistical geneticist who uses machine learning and AI methods to join genomic data with electronic health records. At Vanderbilt, where she earned a PhD in statistical genetics in 2004, she was first author of the 2001 paper that introduced multifactor-dimensionality reduction (MDR), a model-free method for finding combinations of genetic variants linked to disease risk. After serving as Paul Berg Professor at Penn State and chief research informatics officer at Geisinger, she joined the University of Pennsylvania in 2017, was elected to the National Academy of Medicine in 2021, and in 2024 became the medical school's inaugural vice dean of artificial intelligence and computing. Since November 2025, she is chief artificial intelligence officer of the Medical University of South Carolina, where she leads AI strategy across education, research and patient care.

Now at
Medical University of South Carolina
Born
1977

Years link to their sources.

Timeline

  1. 1999–2004

    From Johnstown to a Vanderbilt PhD

    A first-generation college graduate who grows up in Pittsburgh, she earns a biology degree at the University of Pittsburgh at Johnstown in 1999. At Vanderbilt University, she completes an MS in applied statistics in 2002 and a PhD in statistical genetics in 2004.

  2. 2001

    Multifactor-dimensionality reduction

    In 2001, she is first author, with Jason H. Moore and colleagues in Vanderbilt's Program in Human Genetics, of the paper that introduces multifactor-dimensionality reduction (MDR), a nonparametric, model-free method for finding polymorphism combinations associated with disease risk. Applied to sporadic breast cancer, MDR finds an interaction among four polymorphisms in three estrogen-metabolism genes.

  3. 2004–2010

    Assistant professor at Vanderbilt

    After her 2004 PhD, she starts her independent faculty career at Vanderbilt University as an assistant professor of molecular physiology and biophysics. She wins a Best Paper Award at the Genetic and Evolutionary Computation Conference in 2004, a Rising Young Investigator Award from Genome Technology in 2006 and an Alfred P. Sloan Foundation fellowship in 2010.

  4. June 2015

    Paul Berg Professor at Penn State

    Penn State names her the Paul Berg Professor of Biochemistry and Molecular Biology in June 2015, while she directs the university's Center for Systems Genomics. She leads a Penn State–Geisinger effort to connect genome data from 100,000 MyCode Community Health Initiative participants with their medical histories, and Geisinger names her founding director of its Biomedical and Translational Informatics Program.

  5. 2015–2018

    From Geisinger to Penn

    She joins Geisinger Health System in 2015, where she serves as chief research informatics officer and director of its Biomedical and Translational Informatics Institute, and moves to the Penn faculty in 2017. In April 2018, the Perelman School of Medicine appoints her, an expert in big data and machine-learning methods for human health, director of the Center for Translational Bioinformatics in its Institute for Biomedical Informatics.

  6. 2020–2021

    Elected to the National Academy of Medicine

    She becomes a fellow of the American College of Medical Informatics in 2020. In 2021, as a professor in Penn's Department of Genetics, she is one of 100 new members elected to the National Academy of Medicine.

  7. 2022–2024

    Penn's first vice dean for AI

    In January 2022, she succeeds Jason Moore as director of the Institute for Biomedical Informatics at the Perelman School of Medicine and becomes vice president for research informatics at the University of Pennsylvania Health System. The school makes her its inaugural vice dean of artificial intelligence and computing in April 2024, with the task of shaping its AI strategy across research, education and healthcare delivery.

  8. Since November 2025

    Chief AI officer at MUSC

    She leaves Penn Medicine in November 2025 to become chief artificial intelligence officer of the Medical University of South Carolina and associate dean for artificial intelligence in its College of Medicine, where she leads AI strategy across education, research and patient care. Her research integrates genomics, multi-omics and electronic health record data using machine learning and AI methods. As chief AI officer for the MUSC enterprise, she chairs a statewide scientific retreat on AI scheduled for September 2026.

Career

  1. Since 2025Medical University of South CarolinaChief artificial intelligence officer
  2. From 2022University of PennsylvaniaFaculty, Inaugural vice dean of artificial intelligence and computing
  3. From 2021Perelman School of Medicine at the University of PennsylvaniaProfessor, Director
  4. From 2018Institute for Biomedical Informatics, Perelman School of Medicine, University of PennsylvaniaDirector
  5. From 2015Pennsylvania State UniversityPaul Berg Professor of Biochemistry and Molecular Biology
  6. 2015–2017Geisinger Health SystemChief research informatics officer
  7. From 2004Vanderbilt UniversityAssistant professor of molecular physiology and biophysics

Education

  1. 2004Vanderbilt UniversityPhD in statistical genetics
  2. 2002Vanderbilt UniversityMS in applied statistics
  3. 1999University of Pittsburgh at JohnstownBiology degree

Sources and credits

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  1. Ritchie Lab - Marylyn Ritchie ritchielab.org. Checked 20 October 2026.
  2. International thought leader joins MUSC to lead its AI and biomedical informatics initiatives musc.edu. Checked 20 October 2026.
  3. Multifactor-Dimensionality Reduction Reveals High-Order Interactions among Estrogen-Metabolism Genes in Sporadic Breast Cancer pmc.ncbi.nlm.nih.gov. Checked 20 October 2026.
  4. Appointment of Marylyn D. Ritchie, PhD, as Director of the Institute for Biomedical Informatics and VP for Research Informatics med.upenn.edu. Checked 20 October 2026.
  5. Marylyn Ritchie appointed Paul Berg Professor psu.edu. Checked 20 October 2026.
  6. Geneticist Marylyn D. Ritchie Appointed to Institute for Biomedical Informatics newswise.com. Checked 20 October 2026.
  7. Two Penn Medicine professors elected to National Academy of Medicine thedp.com. Checked 20 October 2026.
  8. Appointment of Marylyn D. Ritchie, PhD, FACMI, as the inaugural Vice Dean of Artificial Intelligence and Computing for the Perelman School of Medicine med.upenn.edu. Checked 20 October 2026.
  9. Leadership Transition med.upenn.edu. Checked 20 October 2026.
  10. 2026 SCTR AI Scientific Retreat musc.edu. Checked 20 October 2026.