Artificial general intelligence for medical imaging analysis
Large-scale Artificial General Intelligence (AGI) models, including Large Language Models
(LLMs) such as ChatGPT/GPT-4, have achieved unprecedented success in a variety of …
(LLMs) such as ChatGPT/GPT-4, have achieved unprecedented success in a variety of …
Evaluation of openai o1: Opportunities and challenges of agi
This comprehensive study evaluates the performance of OpenAI's o1-preview large
language model across a diverse array of complex reasoning tasks, spanning multiple …
language model across a diverse array of complex reasoning tasks, spanning multiple …
Towards generalist biomedical AI
Background Medicine is inherently multimodal, requiring the simultaneous interpretation
and integration of insights between many data modalities spanning text, imaging, genomics …
and integration of insights between many data modalities spanning text, imaging, genomics …
A systematic survey of prompt engineering on vision-language foundation models
Prompt engineering is a technique that involves augmenting a large pre-trained model with
task-specific hints, known as prompts, to adapt the model to new tasks. Prompts can be …
task-specific hints, known as prompts, to adapt the model to new tasks. Prompts can be …
Mllm-as-a-judge: Assessing multimodal llm-as-a-judge with vision-language benchmark
Multimodal Large Language Models (MLLMs) have gained significant attention recently,
showing remarkable potential in artificial general intelligence. However, assessing the utility …
showing remarkable potential in artificial general intelligence. However, assessing the utility …
Metatool benchmark for large language models: Deciding whether to use tools and which to use
Large language models (LLMs) have garnered significant attention due to their impressive
natural language processing (NLP) capabilities. Recently, many studies have focused on …
natural language processing (NLP) capabilities. Recently, many studies have focused on …
Samaug: Point prompt augmentation for segment anything model
This paper introduces SAMAug, a novel visual point augmentation method for the Segment
Anything Model (SAM) that enhances interactive image segmentation performance …
Anything Model (SAM) that enhances interactive image segmentation performance …
A comprehensive review of multimodal large language models: Performance and challenges across different tasks
In an era defined by the explosive growth of data and rapid technological advancements,
Multimodal Large Language Models (MLLMs) stand at the forefront of artificial intelligence …
Multimodal Large Language Models (MLLMs) stand at the forefront of artificial intelligence …
Evaluating large language models for radiology natural language processing
The rise of large language models (LLMs) has marked a pivotal shift in the field of natural
language processing (NLP). LLMs have revolutionized a multitude of domains, and they …
language processing (NLP). LLMs have revolutionized a multitude of domains, and they …
Has multimodal learning delivered universal intelligence in healthcare? A comprehensive survey
The rapid development of artificial intelligence has constantly reshaped the field of
intelligent healthcare and medicine. As a vital technology, multimodal learning has …
intelligent healthcare and medicine. As a vital technology, multimodal learning has …