As a key factor, the availability of large-scale training samples determines the improvement of visual performance.However, the size of Fine-Grained Visual Categorization (FGVC) datasets is always limited.Therefore, overfitting as an issue in FGVC-related training needs to be solved.Data mixing augmentation is a widely-used data augmentation method
Emotions detection in social media is very effective to measure the mood of people about a specific topic, news, or product.It has a wide range of applications, including identifying psychological conditions such as anxiety or depression in users.However, it is a challenging task to distinguish useful emotions’ features from a large corpus of
BACKGROUND:Poor treatment adherence leading to risk of drug resistance, treatment failure, relapse, death and persistent infectiousness remains an impediment to the tuberculosis control programmes.The objective of the study was to identify predictors of default among new smear positive TB patients registered for treatment to suggest possible interv
Abstract Background Myxomas are the most prevalent type of heart tumors, mainly occurring in the left atrium, with approximately 20% of cases found in the right atrium.Timely diagnosis and appropriate management of myxomas are crucial for favorable outcomes and to minimize complications.Case presentation A 77-year-old Asian male with no significant
Abstract Background Surgical approach is the most effective treatment for primary spontaneous pneumothorax.The two most widely adopted surgical methods are mechanical abrasion and apical pleurectomy, in addition to bullectomy.We performed a systematic review and meta-analysis to examine which technique is superior in treating primary spontaneous pn