William Trevena
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View article: Using Large Language Models to Detect and Understand Drug Discontinuation Events in Web-Based Forums: Development and Validation Study
Using Large Language Models to Detect and Understand Drug Discontinuation Events in Web-Based Forums: Development and Validation Study Open
Background The implementation of large language models (LLMs), such as BART (Bidirectional and Auto-Regressive Transformers) and GPT-4, has revolutionized the extraction of insights from unstructured text. These advancements have expanded …
View article: Model-driven engineering for digital twins: a graph model-based patient simulation application
Model-driven engineering for digital twins: a graph model-based patient simulation application Open
Introduction Digital twins of patients are virtual models that can create a digital patient replica to test clinical interventions in silico without exposing real patients to risk. With the increasing availability of electronic health reco…
View article: Using Large Language Models to Detect and Understand Drug Discontinuation Events in Web-Based Forums: Development and Validation Study (Preprint)
Using Large Language Models to Detect and Understand Drug Discontinuation Events in Web-Based Forums: Development and Validation Study (Preprint) Open
BACKGROUND The implementation of large language models (LLMs), such as BART (Bidirectional and Auto-Regressive Transformers) and GPT-4, has revolutionized the extraction of insights from unstructured text. These advancements have expanded…
View article: Survey of Methods for Solving Systems of Nonlinear Equations, Part II: Optimization Based Approaches
Survey of Methods for Solving Systems of Nonlinear Equations, Part II: Optimization Based Approaches Open
This paper presents a comprehensive survey of methods which can be utilized to search for solutions to systems of nonlinear equations (SNEs). Our objectives with this survey are to synthesize pertinent literature in this field by presentin…
View article: Survey of Methods for Solving Systems of Nonlinear Equations, Part I: Root-finding Approaches
Survey of Methods for Solving Systems of Nonlinear Equations, Part I: Root-finding Approaches Open
This paper presents a comprehensive survey of methods which can be utilized to search for solutions to systems of nonlinear equations (SNEs). Our objectives with this survey are to synthesize pertinent literature in this field by presentin…