Articles with "leveraging large" as a keyword



Leveraging Large Language Models for Dataset Discovery

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Published in 2025 at "Proceedings of the Association for Information Science and Technology"

DOI: 10.1002/pra2.1242

Abstract: The exponential growth of data across diverse domains highlights the need for efficient methods in discovering relevant datasets. Traditional search engines such as Google have served as the go‐to tools for this purpose. Recent advancements… read more here.

Keywords: large language; language; leveraging large; language models ... See more keywords

Investigating the disease association of USH2A p.C759F variant by leveraging large retinitis pigmentosa cohort data

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Published in 2018 at "Ophthalmic Genetics"

DOI: 10.1080/13816810.2017.1418388

Abstract: Retinitis pigmentosa (RP) is an inherited retinal disease with a prevalence of 1/4,000. RP is highly genetically heterogeneous and there are over 80 genes associated with RP to date. One particular USH2A variant, p.C759F, has… read more here.

Keywords: ush2a c759f; leveraging large; retinitis pigmentosa; c759f ... See more keywords

Leveraging large-deviation statistics to decipher the stochastic properties of measured trajectories

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Published in 2020 at "New Journal of Physics"

DOI: 10.1088/1367-2630/abd50e

Abstract: Extensive time-series encoding the position of particles such as viruses, vesicles, or individual proteins are routinely garnered in single-particle tracking experiments or supercomputing studies. They contain vital clues on how viruses spread or drugs may… read more here.

Keywords: time series; deviation statistics; time; large deviation ... See more keywords

Leveraging Large Language Models for Departmental Classification of Medical Records

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Published in 2025 at "Applied Sciences"

DOI: 10.3390/app15126525

Abstract: This research develops large language models (LLMs) to alleviate the workload of healthcare professionals by classifying medical records into their departments. The models utilize medical records as a dataset for fine-tuning and use clinical knowledge… read more here.

Keywords: large language; medical records; language; leveraging large ... See more keywords

Leveraging Large Language Models for Automating Outpatients’ Message Classifications of Electronic Medical Records

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Published in 2025 at "Healthcare"

DOI: 10.3390/healthcare13233052

Abstract: Background: The widespread adoption of digital systems in healthcare has produced large volumes of unstructured text data, including outpatient messages sent through electronic medical record (EMR) portals. Efficient classification of these messages is essential for… read more here.

Keywords: message; large language; language; leveraging large ... See more keywords