AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
The delivery of effective targeted therapies requires comprehensive analyses of the molecular profiling of tumors and matching with clinical phenotypes in the context of existing knowledge described in biomedical literature, registries, and knowledge...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
To assist physicians in predicting diseases, most natural language processing (NLP) models have focused on progress notes in electronic medical records with full descriptions from the initial stage of patient diagnosis to the final stage of discharge...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
The use of artificial intelligence (AI) in medicine has shown promise to improve the quality of healthcare decisions. However, AI can be biased in a manner that produces unfair predictions for certain demographic subgroups. In MIMIC-CXR, a publicly a...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
Alzheimer's disease (AD) manifests with varying progression rates across individuals, necessitating the understanding of their intricate patterns of cognition decline that could contribute to effective strategies for risk monitoring. In this study, w...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
In clinical settings, domain experts sometimes disagree on optimal treatment actions. These "decision points" must be comprehensively characterized, as they offer opportunities for Artificial Intelligence (AI) to provide statistically informed recomm...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
Successful integration of Generative Artificial Intelligence (AI) into healthcare requires understanding of health professionals' perspectives, ideally through data-driven approaches. In this study, we use a semi-structured survey and mixed methods a...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
Health-related social media data generated by patients and the public provide valuable insights into patient experiences and opinions toward health issues such as vaccination and medical treatments. Using Natural Language Processing (NLP) methods to ...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
This work demonstrates a novel architecture for a patient-facing technology (PFT) that supports patients with cancer in self-managing medication concerns and symptoms after care transitions back home. Patient-generated data are collected and stored u...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
This study investigates the use of ChatGPT to support clinical teams with limited expertise in generating synthetic data for breast cancer research. It assesses ChatGPT's application, focusing on effective prompting and best practices for creating hi...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
In the context of a patient-focused, survey-based system, we demonstrated the potential of generative AI to create custom synthetic data using 2 different large language models (GPT 3.5 and Flan T5-XL) in AWS and Azure environments. While we improved...