School of Medicine


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  • Danielle Mari Panelli

    Danielle Mari Panelli

    Assistant Professor of Obstetrics and Gynecology (Maternal Fetal Medicine and Obstetrics)

    BioDr. Danielle Panelli, MD, MS is an Assistant Professor in Maternal–Fetal Medicine in the Department of Obstetrics and Gynecology at Stanford University School of Medicine. She completed Ob/Gyn residency training at Harvard (Brigham and Women’s Hospital/Mass General Hospital), and both fellowship training in Maternal–Fetal Medicine and a Masters Degree in Epidemiology and Clinical Research at Stanford.

    Dr. Panelli is a clinician–scientist whose work bridges clinical and translational research to understand how stress and mental health shape pregnancy outcomes and postpartum recovery. Her research program focuses on psychobiologic markers of stress—including telomere dynamics and epigenetic aging—to advance precision medicine approaches for perinatal mental illness and pregnancy complications.

    Clinically, she cares for routine and high-risk obstetric patients and integrates trauma-informed, evidence-based approaches into care delivery. She is committed to mentorship and education, serves as Director of Research for the Maternal–Fetal Medicine Fellowship, and contributes to national leadership and scholarship in perinatal mental health.

  • Gary M. Shaw

    Gary M. Shaw

    Rosemarie Hess Professor and Professor (Research), by courtesy, of Epidemiology and Population Health and of Obstetrics and Gynecology (Maternal Fetal Medicine)

    Current Research and Scholarly InterestsPrimary research interests include 1) epidemiology of birth defects, 2) gene-environment approaches to perinatal outcomes, and 3) nutrition and reproductive outcomes.

  • Julia Fridman Simard

    Julia Fridman Simard

    Associate Professor of Epidemiology and Population Health, of Medicine (Immunology & Rheumatology) and, by courtesy, of Obstetrics and Gynecology (Maternal Fetal Medicine)

    BioJulia Fridman Simard, ScD, is an Associate Professor of Epidemiology & Population Health, and of Medicine in Immunology and Rheumatology and Obstetrics and, by courtesy, Gynecology in Maternal Fetal Medicine at Stanford University School of Medicine.

    Dr. Simard earned her Masters and Doctorate of Science in Epidemiology degrees at the Harvard School of Public Health. During that time she trained with investigators at the Section of Clinical Sciences, Division of Rheumatology, Immunology, and Allergy at Brigham and Women’s Hospital and the Cardiovascular Epidemiology Research Unit at Beth Israel Deaconess Medical Center. In 2008, Dr. Simard relocated to Sweden to begin a Postdoctoral Fellowship in Clinical Epidemiology at the Karolinska Institute in Stockholm. She became an Assistant Professor in their Clinical Epidemiology Unit in 2011, and was later honored with a Karolinska Institute Teaching Award. Leveraging the population-based registers of Sweden, Dr. Simard initiated a national register linkage study to examine the utility of registers in Systemic Lupus Erythematosus (SLE) research and develop an extensive data repository for future epidemiologic investigations.

    While maintaining a close collaboration with the Karolinska Institute, she joined Stanford’s faculty in 2013. Dr. Simard's work includes outcomes such as malignancy, stroke, infection, and mortality, in patients with systemic autoimmune rheumatic diseases with a focus on systemic lupus erythematosus. She has made significant contributions at the intersection of reproductive epidemiology and rheumatic disease fueled initially by a K01 career development award from the NIH (NIAMS) to study maternal and fetal outcomes in systemic lupus pregnancy. This led to collaborations with colleagues at Stanford, throughout the US, and abroad, and a series of projects focused on the diagnosis of preeclampsia and associated risks in pregnant women with systemic lupus. With support from the Preeclampsia Foundation for her lab's work examining preeclampsia risk in high-risk populations, and a McCormick Faculty Award from Stanford Medicine, Dr. Simard is taking important steps towards understanding this significant pregnancy complication in pregnancies complicated by rheumatologic disease. Dr. Simard recently led an international study of hydroxychloroquine in lupus pregnancy leveraging mixed methods in partnership with qualitative researchers, patients, clinicians, and epidemiologists in Sweden, Canada, and in the United States, and is expanding to other medications and rheumatic autoimmune diagnoses.

    Additionally, Dr. Simard's lab is also interested in how misclassification, missed opportunities, and misdiagnosis contribute to disparities in complex conditions. In addition to methodologic issues around misclassification and bias and the largely clinical epidemiology focus of her work, Dr. Simard's work examines social determinants of health and health disparities. With support from an R01 from NIH (NIAID), her lab is also studying the role of cognitive errors in clinical decision making for female-predominant diseases. This work evaluates this bias in multiple clinical specialties, including rheumatology, neurology, and primary care, and uses mixed methods including randomized survey-based studies and qualitative interviews. And most recently, she and colleagues have been evaluating how algorithms miss and misdiagnose the menopausal transition in women with systemic autoimmune disease.