hallowshaw / Lung-Cancer-Prediction-using-CNN-and-Transfer-Learning
A deep learning-based system for predicting lung cancer from CT scan images using Convolutional Neural Networks (CNN). This project utilizes the Xception model for image classification into four categories: Normal, Adenocarcinoma, Large Cell Carcinoma, and Squamous Cell Carcinoma.
☆18Updated 9 months ago
Alternatives and similar repositories for Lung-Cancer-Prediction-using-CNN-and-Transfer-Learning:
Users that are interested in Lung-Cancer-Prediction-using-CNN-and-Transfer-Learning are comparing it to the libraries listed below
- This Repository Consist of work related to the detection of Lung Cancer and Malignant Lung Nodules from Chest Radio Graphs using Computer…☆68Updated 3 years ago
- A Multi-Class Brain Tumor Classifier using Convolutional Neural Network with 99% Accuracy achieved by applying the method of Transfer Lea…☆133Updated 11 months ago
- Lung Cancer Prediction using Machine Learning Algorithms☆12Updated last month
- Lung cancer detection from images☆18Updated 6 years ago
- This application aims to early detection of lung cancer to give patients the best chance at recovery and survival using CNN Model.☆62Updated last year
- Deep learning applied to Kaggle's Diabetic retinopathy dataset.☆47Updated last year
- This repository contains the source code in MATLAB for this project. One of them is a function code which can be imported from MATHWORKS.…☆60Updated 4 years ago
- Classify Skin cancer from the skin lesion images using Image classification. The dataset for the project is obtained from the Kaggle SIIM…☆147Updated 3 years ago
- DIAGNOSIS OF DIABETIC RETINOPATHY FROM FUNDUS IMAGES USING SVM, KNN, and attention-based CNN models with GradCam score for interpretabili…☆125Updated last year
- This Project is a 7 Layer CNN Model consisting of 3 Convolution layers each followed by a Max Pooling Layer and Fully Connected layer on …☆11Updated 2 years ago
- Brain Tomur Classification Using Pre-trained Models☆67Updated 3 years ago
- The model is based on a YOLOv8 (Deep learning Neural network architecture) and is trained on the publicly available dataset, which consi…☆8Updated last year
- This repository is part of the Brain Tumor Classification Project. The repo contains the unaugmented dataset used for the project☆48Updated 2 years ago
- ☆17Updated 3 years ago
- A Web App for Heart Disease Prediction, Diabetes Prediction and Breast Cancer Prediction.☆20Updated 2 years ago
- Brain Tumor Detection from MRI images of the brain.☆69Updated last year
- Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification on HAM10000 dataset lar…☆70Updated 4 years ago
- Brain tumor detection from MRI images.☆34Updated 4 years ago
- This is a 5 Class Image Classification Task based on a Kaggle dataset from Eye Images (Aravind Eye hospital) - APTOS 2019 Challenge. The …☆82Updated 4 years ago
- Transfer Learning with DCNNs (DenseNet, Inception V3, Inception-ResNet V2, VGG16) for skin lesions classification☆69Updated 5 years ago
- A Django application developped for classification of a diabetes complication that affects eyes☆100Updated 5 months ago
- Trained a Multi-Layer Perceptron, AlexNet and pre-trained InceptionV3 architectures on NVIDIA GPUs to classify Brain MRI images into meni…☆28Updated 2 years ago
- Bone Fracture Detection using deep learning (Resnet50) - Final project in the fourth year of the degree☆129Updated 2 years ago
- Master's dissertation for breast cancer detection in mammograms using deep learning techniques in Tensorflow. Contains the final report a…☆98Updated last year
- This project is a deep learning model for lung cancer prediction, trained on a dataset containing images of different types of lung cance…☆10Updated last year
- This project uses mammograms for breast cancer detection using deep learning techniques.☆35Updated 11 months ago
- Breast Cancer Detection classifier built from the The Breast Cancer Histopathological Image Classification (BreakHis) dataset composed of…☆65Updated 3 years ago
- Based on our paper "Pneumonia Detection from Lung X-ray Images using Local Search Aided Sine Cosine Algorithm based Deep Feature Selectio…☆11Updated 2 years ago
- Deep Learning Model that classifies brain tumor from images☆25Updated 4 years ago
- Comparision of deep learning models such as ResNet50, FineTuned VGG16, CNN for Brain Tumor Detection☆16Updated 8 months ago