fa زنجیره تامین و لجستیک Logistic & Apply Chain پژوهشي Research Cancer is a consortium of diseases which comprises abnormal increase in cells growth by having potential to occupy and attack the entire body. According to study breast cancer is the most likely occurs in the women and which became the second biggest cause of women death. Due to its wide spread and importance some of the researchers work on this, but still there is a need to improvement. During this work in order to partially fulfill this proposed technique of deep learning along with RNN in predicting breast cancer disease which will help the doctor while diagnosis the patient. To assess the efficiency of the proposed method we used breast cancer data belong to UC Irvine repository. Precision, recall, accuracy and f1 score of proposed method shows good scores and proposed technique performs well Consortium Cancer, Breast Cancer, Deep learning, RNN, 379 386 http://ijiepr.iust.ac.ir/browse.php?a_code=A-10-1605-1&slc_lang=fa&sid=1 sangapu venkata appaji venkataappaji.sangapu@gmail.com 180031947532846006032 180031947532846006032 Yes 1Department of CSE, KKR & KSR Institute of Technology and Sciences, Guntur, A.P, INDIA R Shiva Shankar 180031947532846006033 180031947532846006033 No 2. Department of CSE, S.R.K.R Engineering College, Bhimavaram, W.G. District, A.P. India K.V.S. Murthy 180031947532846006034 180031947532846006034 No 2. Department of CSE, S.R.K.R Engineering College, Bhimavaram, W.G. District, A.P. India Chinta Someswara Rao 180031947532846006035 180031947532846006035 No 2. Department of CSE, S.R.K.R Engineering College, Bhimavaram, W.G. District, A.P. India