• Muskan Razdan
• Nikhil Saini
• Naman Kaushik
• Mahesha AM

There has been an increase in occurrence of human diseases all over the world. Among those, Breast Cancer has increased with an alarming rate in the past decade and this trend of increase would continue to grow. Now, there is a need for efficient text analytics and feature extraction tools to assist classifying, sharing and retrieving the information on human diseases in general and Breast Cancer in particular. Cancer Diagnosis Assistance is a deep learning model, useful for the diagnosis of certain types of cancer with the help of data analysis, image processing and deep learning. This Project will work as an assistance tool for the doctors and it will increase the accuracy of the diagnosis. Deep learning with Convolutional Neural Networks has emerged as one of the most powerful machine-learning tools in Image classification, surpassing the accuracy of almost all other traditional classification methods and even human ability. The convolutional process can simplify an image containing millions of pixels to a set of small feature maps, thereby reducing the dimension of input data while retaining the most-important differential features. Therefore in our research, CNN is used to classify the images. Basically, our research is based on the images and CNN is the most popular technique to classify the images. The proposed system is found to be successful, achieving results with 87% accuracy, which could reduce human mistakes in the diagnosis process. Moreover, our proposed system achieves accuracy higher than the 78% accuracy of machine learning (ML) algorithms. The proposed system, therefore, improves accuracy by 9% above results from machine learning (ML) algorithms.

Breast Cancer, Skin Cancer, Deep Learning, Convolutional Neural Network, ANN.

"Breast Cancer Prediction Using Deep Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.9, Issue 2, page no.b502-b509, February-2022, Available :http://www.jetir.org/papers/JETIR2202158.pdf

"Breast Cancer Prediction Using Deep Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.9, Issue 2, page no. ppb502-b509, February-2022, Available at : http://www.jetir.org/papers/JETIR2202158.pdf