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Mayo Clinic200 1st St SWRochester, MN 55905
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Summary
- Dr. David Toro-Tobon is an Assistant Professor, Mayo Clinic Scholar, and Investigator at the Care and AI Laboratory within the Division of Endocrinology at Mayo Clinic in Rochester, Minnesota. He earned his medical degree from CES University in Medellín, Colombia, completed his internal medicine residency at Georgetown University Hospital in Washington, D.C., and finished his endocrinology fellowship at Mayo Clinic. He is currently pursuing a Master’s in Artificial Intelligence in Healthcare at the Mayo Clinic Graduate School of Biomedical Sciences.
In his clinical practice, Dr. Toro-Tobon specializes in the management of thyroid disorders, including thyroid cancer, thyroid nodules, and both autoimmune and functional thyroid diseases such as thyroid eye disease, hypothyroidism, and hyperthyroidism.
His research is dedicated to applying artificial intelligence—especially natural language processing, computer vision, and multimodal approaches—to enhance the assessment and treatment of thyroid diseases and improve healthcare delivery. Additionally, he has led prospective, cross-sectional, and quality improvement studies on diverse topics, including advanced therapies for thyroid eye disease, glucocorticoid metabolite profiling in thyroid dysfunction, and novel redifferentiation strategies for radioactive iodine-refractory thyroid cancer.
Education & Training
- Mayo Clinic College of Medicine and Science (Rochester)Fellowship, Endocrinology, Diabetes, and Metabolism, 2021 - 2024
- MedStar Health Georgetown University/Georgetown HospitalResidency, Internal Medicine, 2018 - 2021
- Universidad CESClass of 2015
Certifications & Licensure
- MN State Medical License 2021 - 2025
- DC State Medical License 2018 - 2021
- VA State Medical License 2018 - 2021
- American Board of Internal Medicine Internal Medicine
- American Board of Internal Medicine Endocrinology, Diabetes and Metabolism
Publications & Presentations
PubMed
- 2 citationsThyroid Ultrasound Appropriateness Identification Through Natural Language Processing of Electronic Health Records.Cristian Soto Jacome, Danny Segura Torres, Jungwei W Fan, Ricardo Loor-Torres, Mayra Duran
Mayo Clinic Proceedings. Digital Health. 2024-03-01 - 3 citationsReal Practice Assessment of Persistent Symptoms After Initiation of Levothyroxine.Jessica Hidalgo, Bryan A Vallejo, Cristian Soto Jacome, Ivan N Ayala, Sandra Cordova
Endocrine Practice. 2024-02-01 - 2 citationsAppropriateness of Levothyroxine Prescription: A Multicenter Retrospective Study.Ivan Nicolas Ayala, Cristian Soto Jacome, David Toro-Tobon, Elizabeth Golembiewski, Andrea Garcia-Bautista
The Journal of Clinical Endocrinology and Metabolism. 2024-01-18
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