Breast Cancer and Density Classification Using Deep Learning Models
-
Updated
Apr 30, 2019 - Jupyter Notebook
Breast Cancer and Density Classification Using Deep Learning Models
A structural equation modeling approach for the identification of gene expression adaptation in breast cancer patients at grade specific level
This project implements a K-Nearest Neighbors (KNN) classifier to detect breast cancer using a dataset of tumor characteristics. The model is trained and evaluated based on accuracy, confusion matrix, and F1 score. It aims to assist in identifying malignant and benign tumors effectively.
Algorithm used: Logistic Regression, Decision Tree Classifier, Random Forest Classifier and Support Vector Machine.
Mass Detection in Breast Using Transfer Learning for Computer Aided Diagnosis
Patato Classification,Breasr Cancer detection,Human Activity Recognition
iPython notebook using sklearn to predict breast cancer using logistic regression
This Python script uses TensorFlow to build, train, and evaluate a neural network for breast cancer diagnosis. It processes a dataset (cancer.csv), splits it into training and testing sets, and defines a sequential model with three sigmoid-activated dense layers. Users can train the model or evaluate it via an interactive command-line interface.
[IJHCS] UTA7: a dataset of time-on-task during our user studies extracted from clinicians while interacting with our assistant across the breast cancer diagnosis.
An automated CAD (Computer aided diagnosis) system for the classification of the breast histopathology images. It contains machine learning (feature extraction) and deep learning (transfer learning) pipelines.
An open source algorithm to generate a 3D model of the women bra. This allows ONEBra to build personalized/customized cups for symmetric breast restoration starting from a simple 3D photo.
A website for spreading awareness against Breast Cancer.
Bra Perfect helps you find your ideal bra in seconds. The shape, size, position, symmetry, spacing, firmness and amount of relaxation of individual women's breasts vary considerably, and this app proves to be a useful tool for calculating your bra size.
K means clustering for breast-cancer-wisconsin.data from scratch
Add a description, image, and links to the breast topic page so that developers can more easily learn about it.
To associate your repository with the breast topic, visit your repo's landing page and select "manage topics."