Machine Learning Analysis of Facial Photographs for Predicting Bicuspid Aortic Valve

• Atefeh Ghorbanzadeh, MD,
• Naresh Prodduturi, MS,
• Ana I. Casanegra, MD, MS,
• Robert McBane, MD,
• Paul Wennberg, MD,
• Thom Rooke, MD,
• David Liedl, RN,
• Dennis Murphree, PhD,
• Damon E. Houghton, MD, MS

Affiliations

Atefeh Ghorbanzadeh, MD

Division of Vascular Medicine, Department of Cardiovascular Diseases, Mayo Clinic, Rochester, MN; Gonda Vascular Center, Mayo Clinic, Rochester, MN

Naresh Prodduturi, MS

Department of Quantitative Health Sciences, Artificial Intelligence, and Informatics, Mayo Clinic, Rochester, MN

Ana I. Casanegra, MD, MS

Division of Vascular Medicine, Department of Cardiovascular Diseases, Mayo Clinic, Rochester, MN; Gonda Vascular Center, Mayo Clinic, Rochester, MN

Robert McBane, MD

Division of Vascular Medicine, Department of Cardiovascular Diseases, Mayo Clinic, Rochester, MN; Gonda Vascular Center, Mayo Clinic, Rochester, MN

Paul Wennberg, MD

Division of Vascular Medicine, Department of Cardiovascular Diseases, Mayo Clinic, Rochester, MN; Gonda Vascular Center, Mayo Clinic, Rochester, MN

Thom Rooke, MD

Division of Vascular Medicine, Department of Cardiovascular Diseases, Mayo Clinic, Rochester, MN; Gonda Vascular Center, Mayo Clinic, Rochester, MN

David Liedl, RN

Gonda Vascular Center, Mayo Clinic, Rochester, MN

Dennis Murphree, PhD

Department of Quantitative Health Sciences, Artificial Intelligence, and Informatics, Mayo Clinic, Rochester, MN

Damon E. Houghton, MD, MS

Division of Vascular Medicine, Department of Cardiovascular Diseases, Mayo Clinic, Rochester, MN; Division of Hematology, Department of Internal Medicine, Mayo Clinic, Rochester, MN; Gonda Vascular Center, Mayo Clinic, Rochester, MN; Correspondence: Address to Damon E. Houghton, MD, MS, Division of Vascular Medicine, Department of Cardiovascular Diseases & Division of Hematology, Department of Internal Medicine, Mayo Clinic, 200 1st St, Rochester, MN 55905.