IEEE

Mental Health Safety and Depression Detection in Social Media Text Data: A Classification Approach Based on a Deep Learning Model

Abstract: Social media expansion enables real-time mental health monitoring particularly for depression detection through its platforms. Traditional depression detection techniques, however, struggle ...
IEEE

Transfer Learning and Custom Loss Applied to Transformer-Based Text Translation for Sign Language Animated Subtitles

Abstract: Online learning’s rise presents unique challenges for the deaf community, particularly in understanding educational videos. This research addresses the problem by proposing a solution to ...
BMJ Open

Extreme heat and cause-specific risk of hospital admission in the adult population in England: a case time series analysis

Objectives This study investigated the impact of heat on the risk of hospital admission due to a range of health conditions in England. Design We used records of over 4 million hospital admissions in ...
bjo.bmj

Drusen volume and reticular pseudodrusen volume from optical coherence tomography with deep learning as risk factors for progression to late age-related macular degeneration in ...

Aim To implement a deep learning-based segmentation algorithm to quantify reticular pseudodrusen (RPD) and drusen volumes on optical coherence tomography (OCT) and investigate their association with ...