[HTML][HTML] Medical Artificial Intelligence and Human Values
Key Points Medical Artificial Intelligence and Human Values As large language models and
other artificial intelligence models are used more in medicine, ethical dilemmas can arise …
other artificial intelligence models are used more in medicine, ethical dilemmas can arise …
Advancing Multimodal Medical Capabilities of Gemini
Many clinical tasks require an understanding of specialized data, such as medical images
and genomics, which is not typically found in general-purpose large multimodal models …
and genomics, which is not typically found in general-purpose large multimodal models …
Adapting Large Multimodal Models to Distribution Shifts: The Role of In-Context Learning
Recent studies indicate that large multimodal models (LMMs) are highly robust against
natural distribution shifts, often surpassing previous baselines. Despite this, domain-specific …
natural distribution shifts, often surpassing previous baselines. Despite this, domain-specific …
MedAdapter: Efficient Test-Time Adaptation of Large Language Models towards Medical Reasoning
Despite their improved capabilities in generation and reasoning, adapting large language
models (LLMs) to the biomedical domain remains challenging due to their immense size …
models (LLMs) to the biomedical domain remains challenging due to their immense size …
A Survey of Deep Learning-based Radiology Report Generation Using Multimodal Data
X Wang, G Figueredo, R Li, WE Zhang, W Chen… - arXiv preprint arXiv …, 2024 - arxiv.org
Automatic radiology report generation can alleviate the workload for physicians and
minimize regional disparities in medical resources, therefore becoming an important topic in …
minimize regional disparities in medical resources, therefore becoming an important topic in …
The CAP Principle for LLM Serving
We survey the large language model (LLM) serving area to understand the intricate
dynamics between cost-efficiency and accuracy, which is magnified by the growing need for …
dynamics between cost-efficiency and accuracy, which is magnified by the growing need for …
A 360º View for Large Language Models: Early Detection of Amblyopia in Children using Multi-View Eye Movement Recordings
Amblyopia is a neurodevelopmental visual disorder that affects approximately 3-5% of
children globally and it can lead to vision loss if it is not diagnosed and treated early …
children globally and it can lead to vision loss if it is not diagnosed and treated early …
Assessing DxGPT: Diagnosing Rare Diseases with Various Large Language Models
J do Olmo, J Logrono, C Mascias, M Martinez, J Isla - medRxiv, 2024 - medrxiv.org
Diagnosing rare diseases is a significant challenge in healthcare, with patients often
experiencing long delays and misdiagnoses. The large number of rare diseases and the …
experiencing long delays and misdiagnoses. The large number of rare diseases and the …