Detection of Brain Tumor Using Neural Networks

HARIKRISHNA SUNKARA; B MURALI

Detection of Brain Tumor Using Neural Networks

Authors: HARIKRISHNA SUNKARA, B MURALI

Unique Paper ID: 168797
Volume: 11
Issue: 5
PageNo: 2083-2088

Keywords: Brain Tumor Detection Neural Networks Deep Learning Convolutional Neural Networks (CNNs) Magnetic Resonance Imaging (MRI) Medical Image Analysis.

Abstract:
Brain tumors are life-threatening conditions requiring early detection and accurate diagnosis. Traditional magnetic resonance imaging (MRI) analysis methods are time-consuming and prone to human error. This study proposes a deep learning-based approach using neural networks for automated brain tumor detection. Our model utilizes convolutional neural networks (CNNs) to analyze MRI images and detect tumors with high accuracy. The proposed architecture consists of [insert architecture details, e.g., number of layers, activation functions]. We evaluated our model on a dataset of [insert dataset details, e.g., number of images, tumor types]. Results show that our approach achieves [insert performance metrics, e.g., accuracy, sensitivity, specificity] of [insert values, e.g., 95%, 92%, 96%] compared to traditional methods. Our findings demonstrate the potential of neural networks in improving brain tumor detection, enabling timely and effective treatment.

Download article

email to a friend

Cite This Article

ISSN: 2349-6002
Volume: 11
Issue: 5
PageNo: 2083-2088

Detection of Brain Tumor Using Neural Networks

Available:https://ijirt.org/Article?manuscript=168797

10 Apr, 2025

Enhancing Flexible Pavement Performance with Calcium Lignosulfonate and Granite Dust

08 Apr, 2025

A Comparative Study of Bitumen Emulsion and Other Stabilization Methods for Subgrade Soil

04 Apr, 2025

Evaluation of Subgrade Soil Stabilization Using Bitumen Emulsion

11 Nov, 2024

PHISHING WEBSITE DETECTION

04 Nov, 2024

AN INTEGRATED MACHINE LEARNING FRAMEWORK FOR EFFECTIVE PREDICTION OF CARDIOVASCULAR DISEASES

21 Oct, 2024

Disease Prediction and Drug Recommendation Prototype Using Machine Learning

21 Oct, 2024

E-Agri Kit: Agricultural Aid Using Deep Learning

21 Oct, 2024

Analysis of Liver Disease Prediction Using Machine Learning

04 Sep, 2024

HEART DISEASE PRIDICTION USING MACHINE LEARNING AND DATA ANALYTICS APPROACH

Impact Factor
8.01 (Year 2024)

UGC Approved
Journal no 47859

Join Our IPN

IJIRT Partner Network

Submit your research paper and those of your network (friends, colleagues, or peers) through your IPN account, and receive 800 INR for each paper that gets published.

Join Now

Latest Publication

Recent Conferences

NCSEM 2024

National Conference on Sustainable Engineering and Management - 2024 Last Date: 15th March 2024

Submit inquiry