This paper presents a comprehensive examination of how multimodal artificial intelligence
(AI) approaches are paving the way towards the realization of Artificial General Intelligence …

This paper introduces SAMAug, a novel visual point augmentation method for the Segment
Anything Model (SAM) that enhances interactive image segmentation performance …

Large language models (LLMs) have rapidly become important tools in Biomedical and
Health Informatics (BHI), potentially enabling new ways to analyze data, treat patients, and …

In this paper, we present a large-scale evaluation probing GPT-4V's capabilities and
limitations for biomedical image analysis. GPT-4V represents a breakthrough in artificial …

Pre-trained large language models (LLMs) have attracted increasing attention in biomedical
domains due to their success in natural language processing. However, the complex traits …

Dementia is primarily caused by neurodegenerative diseases like Alzheimer's disease (AD).
It affects millions worldwide, making detection and monitoring crucial. This study focuses on …

Dementia poses significant challenges to individuals, particularly those grappling with
Alzheimer's disease, impacting their daily lives, well-being, and communication. The task of …

Dementia, particularly Alzheimer's disease (AD), affects millions of elderly individuals
worldwide. Traditionally, interview data, including audio recordings and transcripts, is used …

A doença de Alzheimer, principal forma de demência entre os idosos no mundo, tem
significativas repercussões sociais e econômicas. É caracterizada pela perda de memória e …