[HTML][HTML] Semantic harmonization of Alzheimer's disease datasets using AD-Mapper
Background: Despite numerous past endeavors for the semantic harmonization of
Alzheimer's disease (AD) cohort studies, an automatic tool has yet to be developed …
Alzheimer's disease (AD) cohort studies, an automatic tool has yet to be developed …
[HTML][HTML] Generation of realistic synthetic data using multimodal neural ordinary differential equations
P Wendland, C Birkenbihl, M Gomez-Freixa… - NPJ Digital …, 2022 - nature.com
Individual organizations, such as hospitals, pharmaceutical companies, and health
insurance providers, are currently limited in their ability to collect data that are fully …
insurance providers, are currently limited in their ability to collect data that are fully …
[HTML][HTML] psHarmonize: Facilitating reproducible large-scale pre-statistical data harmonization and documentation in R
JJ Stephen, P Carolan, AE Krefman, S Sedaghat… - Patterns, 2024 - cell.com
Combining pertinent data from multiple studies can increase the robustness of
epidemiological investigations. Effective" pre-statistical" data harmonization is paramount to …
epidemiological investigations. Effective" pre-statistical" data harmonization is paramount to …
Common data model for COVID-19 datasets
P Wegner, GM Jose, V Lage-Rupprecht… - …, 2022 - academic.oup.com
Motivation A global medical crisis like the coronavirus disease 2019 (COVID-19) pandemic
requires interdisciplinary and highly collaborative research from all over the world. One of …
requires interdisciplinary and highly collaborative research from all over the world. One of …
On the Utility of Large Language Model Embeddings for Revolutionizing Semantic Data Harmonization in Alzheimer's and Parkinson's Disease
Data Harmonization is an important yet time-consuming process. With the recent popularity
of applications using Large Language Models (LLMs) due to their high capabilities in text …
of applications using Large Language Models (LLMs) due to their high capabilities in text …