Machine learning techniques for breast cancer prediction

V Nemade, V Fegade - Procedia Computer Science, 2023 - Elsevier
Breast cancer is main reason for mortality in woman. Prediction of breast cancer is a
challenging task in medical data analysis. Doctors and pathologist required some …

Ensemble of deep learning models for brain tumor detection

S Patil, D Kirange - Procedia Computer Science, 2023 - Elsevier
In the last two decades, improvement in artificial intelligence and medical imaging
technology have made healthcare sector to achieve some remarkable achievements in …

Utilizing customized CNN for brain tumor prediction with explainable AI

MI Nazir, A Akter, MAH Wadud, MA Uddin - Heliyon, 2024 - cell.com
Timely diagnosis of brain tumors using MRI and its potential impact on patient survival are
critical issues addressed in this study. Traditional DL models often lack transparency …

A Systematic Literature Review of CNN Approaches in Classifying Brain Tumor

AY Paulindino, B Pardamean… - 2023 6th International …, 2023 - ieeexplore.ieee.org
The ability of Convolutional Neural Networks (CNNs) to accurately discriminate between
normal and tumorous brain tissues has been promising. The review focuses on the different …

[HTML][HTML] A New Breast Cancer Discovery Strategy: A Combined Outlier Rejection Technique and an Ensemble Classification Method

SH Ali, M Shehata - Bioengineering, 2024 - mdpi.com
Annually, many people worldwide lose their lives due to breast cancer, making it one of the
most prevalent cancers in the world. Since the disease is becoming more common, early …

[HTML][HTML] Prediction and Diagnosis of Breast Cancer Using Machine and Modern Deep Learning Models

S Devi, RK Ghanekar, JA Pande, D Dumbr… - Asian Pacific Journal …, 2024 - ncbi.nlm.nih.gov
Methods: This research compares traditional machine learning classification methods to
innovative techniques that use deep learning models. Established usual classification …

[CITACE][C] Identification and prediction of brain tumor using VGG-16 empowered with explainable artificial intelligence

F Ahmed, M Asif, M Saleem, UF Mushtaq, M Imran - International Journal of …, 2023

An Efficient Brain Tumor Detection Using Ensemble Learning

A Pal, JK Seth, A Tyagi, A Haider, A Mishra - … Administration: Theory and …, 2024 - kuey.net
Brain tumors are serious health condition which need to be timely diagnosed and treated to
avoid undesirable happenings. Most cancer-related deaths worldwide are caused by brain …

Breast Mass Classification Using Convolutional Neural Network

V Nemade, S Pathak, AK Dubey, D Barhate - Intelligent System Design …, 2022 - Springer
Cancer in breast is the most prevalent disease discovered in women's breast cells, and it
can also lead to death. Early detection and diagnosis help to reduce this mortality rate …

[PDF][PDF] Automated Breast Cancer Diagnosis Based on Machine Learning Algorithms

S Choudhary, P Singh, M Mittal… - Int. J. Advanced …, 2024 - academia.edu
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--------------Breast cancer is the main reason for mortality in women. It was very difficult to …