[HTML][HTML] Improved breast Cancer classification through combining transfer learning and attention mechanism

A Ashurov, SA Chelloug, A Tselykh, MSA Muthanna… - Life, 2023 - mdpi.com
Breast cancer, a leading cause of female mortality worldwide, poses a significant health
challenge. Recent advancements in deep learning techniques have revolutionized breast …

An end-to-end weakly supervised learning framework for cancer subtype classification using histopathological slides

H Zhou, H Chen, B Yu, S Pang, X Cong… - Expert Systems with …, 2024 - Elsevier
AI-powered analysis of histopathology data has become an invaluable assistant for
pathologists due to its efficiency and accuracy. However, existing deep learning methods …

Improving Tumor-Infiltrating Lymphocytes Score Prediction in Breast Cancer with Self-Supervised Learning

S Kim, K Rakib Hasan, Y Ando, S Ko, D Lee, NJY Park… - Life, 2024 - mdpi.com
Tumor microenvironment (TME) plays a pivotal role in immuno-oncology, which investigates
the intricate interactions between tumors and the human immune system. Specifically, tumor …

SwinCNN: An Integrated Swin Trasformer and CNN for Improved Breast Cancer Grade Classification

V Sreelekshmi, K Pavithran, JJ Nair - IEEE Access, 2024 - ieeexplore.ieee.org
Breast cancer is the most commonly diagnosed cancer among women, globally. The
occurrence and fatality rates are high for breast cancer compared to other types of cancer …

Unleashing the Power of Hierarchical Variational Autoencoder for Predicting Breast Cancer

V Sreelekshmi, K Pavithran, JJ Nair - IEEE Access, 2024 - ieeexplore.ieee.org
Breast cancer continues to be a major health concern worldwide. Early and accurate
prediction is crucial for effective treatment and improving survival rates. A Computer Aided …

Transfer Learning-based Object Detection Models for Improved Diagnosis of Tomato Leaf Disease

NS Kumar, J Sony, A Premkumar, R Meenakshi… - Procedia Computer …, 2024 - Elsevier
During their growth, tomatoes are impacted by several illnesses and pests. The most crucial
step in effectively assisting vegetable farmers in increasing tomato yield is combating …

CVE Severity Prediction From Vulnerability Description-A Deep Learning Approach

A Manjunatha, K Kota, AS Babu - Procedia Computer Science, 2024 - Elsevier
Abstract The Common Vulnerabilities and Exposures (CVE) system is a widely used
standard for identifying and tracking known vulnerabilities in software systems. The severity …

A Deep Learning-based Smart System for Ornaments and Devices Detection during Check-In of Entrance Exams

PS Krishnapriya, G Nikitha, KVU Kiran, K Aparna… - Procedia Computer …, 2024 - Elsevier
Nowadays, individuals are experiencing an era characterized by a pandemic situation.
Given the challenging circumstances face these days, it is imperative to develop a real-time …

Variational Auto encoders for Improved Breast Cancer Classification

V Sreelekshmi, JN Jyothisha - Procedia Computer Science, 2024 - Elsevier
Among women breast cancer is the second leading cause of cancer. Emergence of Artificial
Intelligence (AI) in the medical care leads to good survival rate by diagnosing and effective …