PPT-Breast Cancer Risk Prediction Using Neural Networks

John Sum Institute of Technology Management National Chung Hsing University Outlines Introduction Biomarkers Multilayer perceptron Preliminary results Introduction Introduction Introduction. Dr. Ruth . Heisey. Family Physician/GP Oncologist. Women’s College Hospital/Princess Margaret . Cancer Centre. Clinician Investigator/Associate Professor. University of Toronto. Sandy Fawcett . RN(EC) NP-Adult. Generosa. . Grana. , MD. Professor, Cooper Medical School of Rowan University. Director, MD Anderson Cancer Center at Cooper. Overview. Factors that affect breast cancer risk. Tools to assess risk. Role of genetics in this process. For Fellows November 2016. American Cancer Society, 2015 Statistics. Risk Factors. Female. Age: median 57-62. Family history. Previous biopsies. Atypical changes. BRCA positive. Hormone replacement. Alcohol use. October 25,2017. Disclosures. None. Outline. Epidemiology. Risk Factors. Screening. Diagnosis. Treatment. Genetic testing. Research. Epidemiology. 2017 :estimated 252.710 new cases of invasive breast cancer in women. Rachna Raman MD MS. Hematology and Medical Oncology. Bon Secours Cancer Institute at St. Mary’s Hospital. Objectives. Risk factors . Screening guidelines and controversies. Screening and management of patients at high risk for breast cancer. Caribbean Hematology Oncology Center. Cancer statistics, 2018. Cancer statistics, 2018, Volume: 68, Issue: 1, Pages: 7-30, First published: 04 January 2018, DOI: (10.3322/caac.21442) . Breast cancer statistics, 2015: Convergence of incidence rates between black and white women. c. ancer . e. tiology. Elisa V. Bandera, MD, PhD. Associate Professor of Medicine. The Cancer Institute of New Jersey. Robert Wood Johnson Medical School. Possible reasons for poorer survival in African Americans. Edmund Tai, MD. Hematology/Oncology. PAMF. American Cancer Society Cancer Prevention . Study-II. Harvard . Nurses' Health Study (NHS. ). Hawaii-Los . Angeles Multiethnic . Cohort. Prostate. , Lung, Colorectal and Ovarian Cancer . Steven J. Katz MD MPH. Professor of Medicine and Health Management and Policy. University of Michigan . Allison Kurian MD M Sc.. Professor of Medicine and Medical Genetics . Stanford University . Guidelines 2019. Audience. : . GenEd. Biology . students. Linda Grisham, Massachusetts Bay Community College. Mark Maloney, Spelman College. Kim . Gernert. , Emory University . Inspired by the recent Angelina Jolie health . Christine Lauro, MD. Radiation Oncologist. April 21, 2018. Outline. Epidemiology. Breast Cancer Risk Factors/Symptoms. Benefits of Screening. Review of Guidelines. Epidemiology. Epidemiology. The chance of developing an invasive breast cancer at some time in a woman’s life is about 1 in 8 (12%).. Rajiv Doddamani. . PGY – 3, Internal Medicine . . St. Joseph Mercy Ann Arbor . Learning objectives . Explain the principles of breast cancer screenings . group. of diseases. . All forms of cancer cause cells in the body to change and grow out of control. . Most types of cancer cells form a lump or mass called a . tumor. . . The tumor can invade and destroy healthy tissue. Cells from the tumor can break away and travel to other parts of the body. There they can continue to grow. . Eur J Breast Health 2017; 13: 168-74 ABSTRACTBreast cancer is a heterogeneous disease. e purpose of adjuvant therapy for early-stage breast cancer is to provide maximum benet with minimum si