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

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 ...

Chilling images are the biggest break so far in the Nancy Guthrie case. Here’s what stands out to law enforcement experts

Video and images showing an armed, masked individual outside the Tucson, Arizona, home of Nancy Guthrie have given new life to the search for the 84-year-old – and may offer investigators important ...
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

From Embeddings to Ensembles: A Controlled Comparison of ArcFace and Global CNN Features

Abstract: This study offers a controlled comparison of facerecognition pipelines on Indonesian Muslim Face Dataset under a single, fixed protocol designed to minimize confounds. Faces are detected and ...
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 ...
IEEE

Dermoscopic Skin Cancer Analysis Using CNN with Cuckoo Search-Based Feature Selection

Abstract: A considerable improvement in patient survival rates may be achieved with the early identification of skin cancer, diagnostic systems, dermoscopic image analysis has gained prominence as an ...
IEEE

Hybrid Feature Selection Using InceptionV3 and Genetic Algorithm for Attention-CNN Rice Pest Detection in Mizoram

Abstract: This work investigates two important leaf-feeding pests, the green horned caterpillar and the rice leaf folder, which are a growing threat to rice cultivation in Mizoram and have caused ...