The impact of stage-related features in melanoma recurrence prediction: A machine learning approach

• Guihong Wan, PhD,
• Bonnie Leung, BS,
• Nga Nguyen, MD, MPH,
• Mia S. DeSimone, MD, MPH,
• Feng Liu, PhD,
• Min Seok Choi, MS,
• Diane Ho, RHIA, CTR,
• Valerie Laucks, BS,
• Stacey Duey, MCPH,
• Ryan J. Sullivan, MD,
• Genevieve M. Boland, MD, PhD,
• Nicole R. LeBoeuf, MD, MPH,
• David Liu, MD, MPH,
• Alexander Gusev, PhD,
• Shawn G. Kwatra, MD,
• Peter K. Sorger, PhD,
• Kun-Hsing Yu, MD, PhD,
• Yevgeniy R. Semenov, MD, MA

Affiliations

Guihong Wan, PhD

Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts; Department of Systems Biology, Harvard Medical School, Boston, Massachusetts

Bonnie Leung, BS

Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts

Nga Nguyen, MD, MPH

Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts

Mia S. DeSimone, MD, MPH

Department of Pathology, Brigham and Women’s Hospital, Boston, Massachusetts

Feng Liu, PhD

School of Systems and Enterprises, Stevens Institute of Technology, Hoboken, New Jersey

Min Seok Choi, MS

Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts

Diane Ho, RHIA, CTR

Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts

Valerie Laucks, BS

Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts

Stacey Duey, MCPH

Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts

Ryan J. Sullivan, MD

Department of Oncology, Massachusetts General Hospital, Boston, Massachusetts

Genevieve M. Boland, MD, PhD

Department of Surgery, Massachusetts General Hospital, Boston, Massachusetts

Nicole R. LeBoeuf, MD, MPH

Department of Dermatology, Brigham and Women’s Hospital, Boston, Massachusetts

David Liu, MD, MPH

Department of Medicine, Dana-Farber Cancer Institute, Boston, Massachusetts

Alexander Gusev, PhD

Department of Medicine, Dana-Farber Cancer Institute, Boston, Massachusetts

Shawn G. Kwatra, MD

Department of Dermatology, Johns Hopkins University, Baltimore, Maryland

Peter K. Sorger, PhD

Department of Systems Biology, Harvard Medical School, Boston, Massachusetts

Kun-Hsing Yu, MD, PhD

Department of Biomedical Informatics, Harvard Medical School, Boston, Massachusetts; School of Systems and Enterprises, Stevens Institute of Technology, Hoboken, New Jersey

Yevgeniy R. Semenov, MD, MA

Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts; Department of Systems Biology, Harvard Medical School, Boston, Massachusetts; Correspondence to: Yevgeniy R. Semenov, MD, MA, Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, 40 Blossom Street, Bartlett Hall 6R, Room 626, Boston, MA 02114.