European Medical Journal

Lightweight Neural Networks Improve Lung Cancer Diagnosis

Lightweight convolutional neural networks improved lung cancer classification accuracy in histopathological images while ...
IEEE

Deep Learning for Skin Cancer Detection: Multi-Class Lesion Classification Using CNN Architecture

Abstract: Skin cancer ranks among ubiquitous malignancies, its prevalence escalating due to ecological shifts and protracted ultraviolet (UV)exposure. This study aims to address the pressing need for ...
IEEE

Implementation of Brain Tumor Detection and Classification Model Using CNN Approach

Abstract: Unless diagnosed and treated early, brain tumors unusual growths may prove to be lethal. Even with the standard methods, such as MRI scans, to precisely diagnose brain cancers, it may be ...
GitHub

CATS VS DOGS IMAGE CLASSIFICATION USING CNN

+This project focuses on building a Convolutional Neural Network (CNN) using Keras (TensorFlow backend) to classify images into two categories: Dog and Cat. + +The objective is to learn meaningful ...
IEEE

Spectral Spatial Window Attention Transformer for Hyperspectral Image Classification

Abstract: Hyperspectral image (HSI) data have a wide range of spectral information that is valuable for numerous tasks. HSI data encounter some challenges, like insufficient representation of spectral ...
Hosted on MSN

Image classification with CNNs in Keras | Easy guide

In this video, we will implement Image Classification using CNN Keras. We will build a Cat or Dog Classification model using CNN Keras. Keras is a free and open-source high-level API used for neural ...
IEEE

Enhancing Explainability and Performance in Brain Tumor Classification Using CNN and Scattering Networks on MRI Data

Abstract: This paper proposes an interpretable and accurate approach to brain tumor classification using MRI data by comparing Convolutional Neural Networks (CNNs) with Scattering Networks (ScatNet).
IEEE

Evaluating CNN Depth for Multi-Class Bone Tumor Tissue Classification in Histopathology Images

Abstract: Artificial intelligence algorithms like the convolutional neural network (CNN) allow automated medical image analysis. However, accurate classification of tumour tissues in histopathological ...