News-Medical.Net

CNN-based system improves lung nodule detection and classification

Lung cancer remains the leading cause of cancer-related mortality worldwide. Early detection of pulmonary nodules is crucial for timely diagnosis and effective treatment.
IEEE

Evaluating CNN-BiLSTM for Sentiment Classification in Indonesian App Reviews: The Role of Label Granularity and Lexicon Features

Abstract: This study explores the effectiveness of a CNN-BiLSTM model for sentiment classification on Indonesian-language app reviews. Using a dataset of over 225,000 Gojek user reviews, two label ...
IEEE

Early-Stage Invasive Breast Cancer Detection Using Deep CNN Feature Embedding and Radiomic Texture Analysis Techniques

Abstract: This research proposes a high-performance hybrid framework for early-stage invasive breast cancer detection by integrating deep convolutional neural embeddings with handcrafted radiomic ...
IEEE

Arcface-Integrated Max Feature Map CNN for Robust Face Recognition

Abstract: Face recognition remains challenging, especially with small and imbalanced datasets that reduce feature discriminability and limit generalization. This study investigates Light Convolutional ...
IEEE

Guitar Chord Recognition Using Sobel Feature Extraction and YOLOv8 Segmentation with CNN Classification

Abstract: Music is created by blending musical sounds from various musical instruments. One of the famous musical instruments is the guitar. Learning to play the guitar is time-consuming and requires ...
IEEE

Enhancing SVM Performance using CNN Features on Histopathological Colon Images

Abstract: Today, the deadliest disease is cancer, and it could be curable if it is diagnosed at the right time. Meanwhile, Colon cancer detection and classification have become a challenging task for ...
IEEE

Real-Time Driver Distraction Detection via CNN Feature Extraction and PCA Regularized SVM

Abstract: Driver distraction is a leading contributor to road accidents, highlighting the need for intelligent systems that enable early detection and prevention. This paper presents a model designed ...
IEEE

Multi-Layer CAM and Deep-Shallow Feature Fusion CNN for Weakly Supervised Sound Event Detection

Abstract: The data required for training a supervised Sound Event Detection (SED) model needs to be manually annotated, which makes acquiring it quite difficult. During the process of obtaining ...
CNN

This is Cardi B’s Super Bowl, if we’re being honest

True to her inimitable fashion, this year’s Big Game might end up being all about Cardi B. The “Bodak Yellow” rapper – who just this past weekend performed in Studio 8H as the musical guest for the ...
IEEE

An Enhanced Approach for Crop Prediction Using CNN-Based Soil Feature Extraction

Abstract: Agriculture has been a major means of survival in our India since ancient times. In today's era almost many farmers performed various traditional strategies and practices to safeguard crops ...
IEEE

Comprehensive Skin Lesion Classification Using Pre-Trained CNN Features and Feature Aggregation with Ensemble Classifiers on Dermoscopic Images

Abstract: Skin cancer classification is a vital component of dermatology, contributing significantly to early detection and effective treatment planning. With the rise of deep learning, automated ...
IEEE

MSHFF-Net: An Explainable Multi-Scale Hierarchical Feature Fusion CNN for Breast Cancer Diagnosis from Histopathological Images

Abstract: Breast cancer is one of the leading causes of cancer-related deaths among women. Therefore, accurate multi-class grading of histopathological images is crucial for early screening and ...