AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
High-throughput phenotyping, the automated mapping of patient signs and symptoms to standardized ontology concepts, is essential for realizing value from electronic health records (EHR) in support of precision medicine. Despite technological advances...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
Recent work has demonstrated that large language models (LLMs) are powerful tools for clinical information extraction from unstructured text. However, existing approaches have largely ignored the extraction of numeric information such as laboratory t...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
This research explores the integration of Artificial Intelligence (AI) into clinical decision-making in pediatric brain tumor care, specifically Adamantinomatous Craniopharyngioma (ACP). We present a user-centered design approach to introducing AI to...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
Efficient querying for medication information in Electronic Health Record (EHR) datasets is crucial for effective patient care and clinical research. To address the complexity and data volume challenges involved in efficient medication information re...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
Indexing articles by their publication type and study design is essential for efficient search and filtering of the biomedical literature, but is understudied compared to indexing by MeSH topical terms. In this study, we leveraged the human-curated p...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
Deep learning advancements have revolutionized scalable classification in many domains including computer vision, healthcare and Natural Language Processing (NLP). However, when it comes to classification and domain adaptation based on wearables, it ...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
The integration of Remote Patient Monitoring (RPM) data into risk stratification models has emerged as a promising approach for improving healthcare delivery and patient outcomes. In this work, we explore the integration of RPM features - including a...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
This capstone project investigates the application of artificial intelligence (AI) techniques, specifically sentence embedding and k-means clustering using large language models, to address the challenge of policy library redundancy within a healthca...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
Large electronic health records (EHR) have been widely implemented and are available for research activities. The magnitude of such databases often requires storage and computing infrastructure that are distributed at different sites. Restrictions on...
AMIA ... Annual Symposium proceedings. AMIA Symposium
May 22, 2025
Building on the success of the Segment Anything Model (SAM) in image segmentation, "PathSAM: SAM for Pathological Images in Oral Cancer Detection" addresses the unique challenges associated with diagnosing oral cancer. Although SAM is versatile, its ...