breastcancer-classification

This analysis aims to observe which features are most helpful in predicting malignant or benign cancer and to see general trends that may aid us in model selection and hyper parameter selection.

machine-learning pca-analysis outlier-detection breast-cancer-wisconsin svm-classifier outlier-removal breast-cancer breastcancer-classification

UpdatedFeb 26, 2019
Jupyter Notebook

nrohani /MolecularSubtypes

Star8

Classifying Breast Cancer Molecular Subtypes

machine-learning bioinformatics neural-network cancer clustering subtype cancer-research breast-cancer unsupervised-machine-learning heterogeneity subtypes breast-cancer-tumor pam50 breastcancer-classification tumors breastcancer molecular-subtype

UpdatedFeb 28, 2021
Python

skinan /Breast-Cancer-Diagnosis-Using-Probabilistic-Ensemble-Based-Machine-Learning-Algorithms

Star7

This project is a part of research on Breast Cancer Diagnosis with Machine Learning algorithm using data-driven approaches. The final outcomes of the research were later published at an IEEE Conference and added to IEEE Xplore Digital Library.

machine-learning xgboost breast-cancer-wisconsin svm-classifier probabilistic-models gradient-boosting breastcancer-classification knn-algorithm xgboost-python robust-scaling

UpdatedAug 8, 2021
Jupyter Notebook

scottherford /IDC_BreastCancer

Star7

Breast cancer is the most common form of cancer in women, and invasive ductal carcinoma (IDC) is the most common form of breast cancer. Accurately identifying and categorizing breast cancer subtypes is an important clinical task, and automated methods can be used to save time and reduce error. The goal of this script is to identify IDC when it i…

deep-neural-networks deep-learning keras image-processing image-classification convolutional-neural-networks keras-models keras-classification-models keras-visualization breast-cancer breastcancer-classification breast-cancer-histopathology

UpdatedDec 5, 2018
Jupyter Notebook

MuntahaShams /breast-cancer-detection-

Star5

breast cancer detection using KNN and SVM

deep-learning breast-cancer-prediction knn svm-model breast-cancer breastcancer-classification breast-cancer-diagnosis breast-cancer-detection

UpdatedMay 20, 2020
Jupyter Notebook

kazzastic /BreastCancer-Deep-Learning

Star5

Breast Cancer lump classification using CNN

computer-vision tensorflow keras deeplearning convolutional-neural-networks mamograms breastcancer-classification ddsm

UpdatedJan 27, 2020
Python

abdul-rasool /Improved-machine-learning-based-Predictive-Models-for-Breast-Cancer-Diagnosis

Star5

Breast cancer diagnoses with four different machine learning classifiers (SVM, LR, KNN, and EC) by utilizing data exploratory techniques (DET) at Wisconsin Diagnostic Breast Cancer (WDBC) and Breast Cancer Coimbra Dataset (BCCD).

machine-learning machine-learning-algorithms feature-selection feature-extraction breast-cancer-prediction breast-cancer-wisconsin breast-cancer breast-cancer-tumor breastcancer-classification breast-cancer-diagnosis machinelearning-python breast-cancer-detection breast-cancer-dataset

UpdatedJul 9, 2022
Jupyter Notebook

bhavaniprasad73 /Artificial-Neural-Network

Star4

Artificial Neural Network - Wisconsin Breast Cancer Detection

data-science machine-learning scikit-learn prediction artificial-intelligence neural-networks supervised-learning artificial-neural-networks confusion-matrix breast-cancer-prediction backpropagation breast-cancer-wisconsin binary-classification datamining scikitlearn-machine-learning classification-algorithm breastcancer-classification forward-propagation

UpdatedJan 18, 2019
Jupyter Notebook

vishalv91 /Breast-cancer-dataset-classification-

Star4

The objective of the project was to build various models and compare their prediction performance based on accuracy.

data-science data analytics random-forest sklearn jupyter-notebook project medical logistic-regression python-3 breast-cancer-wisconsin svm-classifier knn-classification classification-model breastcancer-classification dataclassification

UpdatedDec 21, 2019
Jupyter Notebook

prashant-kikani /breast-cancer-detection

Star4

Detects stage of breast cancer.

python3 decision-tree-classifier breastcancer-classification

UpdatedFeb 8, 2018
Jupyter Notebook

abvnithish /Breast_Cancer_Classification

Star4

Deep Learning in Medicine Final Project

data-science machine-learning deep-neural-networks computer-vision deep-learning neural-networks deeplearning convolutional-neural-networks resnet-50 breastcancer-classification inception-resnet-v2 breast-cancer-classification cbis-ddsm-dataset

UpdatedAug 26, 2019
Jupyter Notebook

officialpm /Breast-Cancer-Wisconsin-Diagnostic

Star4

Prediction of Benign or Malignant Cancer Tumors

cancer breast-cancer-prediction breast-cancer-wisconsin uci-machine-learning breast-cancer breastcancer-classification benign-vs-malignant

UpdatedNov 11, 2020
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anou1234 /Breast-Cancer-Classifier

Star3

An AI-powered Web app to detect the presence of Invasive Ductal Carcinoma (IDC) in histopathology breast-tissue images

css python html machine-learning ai deep-learning js neural-networks breast-cancer-prediction idc breastcancer-classification python-project-beginner

UpdatedDec 23, 2022
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anabev /breastcancer-classification

Star3

This repository contains all classification code implementations for the listed datasets. The projects include data preprocessing, model training and evaluation, with a focus on reproducibility and robust analysis.

classification machinelearning neuralnetworks breastcancer-classification breastcancer