Department of Radiation Oncology

Department of Plastic Surgery

Risk of Developing Breast Reconstruction Complications: A Machine-Learning Nomogram for Individualized Risk Estimation With and Without Postmastectomy Radiation Therapy

George E. Naoum, M.D. M.M.S.C.I. Alice Y. Ho, M.D. Amy Shui, M.S. Laura Salama, M.D. Saveli Goldberg, Ph.D. Waleed Arafat, M.D., Ph.D. Jonathan Winograd, M.D. Amy Colwell, M.D. Barbara L. Smith, M.D., Ph.D. Alphonse G. Taghian, M.D., Ph.D.

Principal Investigator: Alphonse G. Taghian MD, Ph.D. , Professor of Radiation Oncology, Harvard Medical School, Massachusetts General Hospital, Boston, MA

Enter your patient’s parameters to estimate the risk of developing breast cancer reconstruction complications.

Parameters

Race

Menopause

Smoke

Diabetes

BMI

Radiation Treatment

Chemotherapy

Number of Lymph Nodes (LN) Sampled

Number of Malignant Lymph Nodes (LN)

Lymphovascular Invasion (LVI)

Reconstruction Type

Reconstruction Timing

Implant Coverage (For Those Receiving Implants Only)

Incision Used