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Author

F. Dennstädt

2 papers indexed here

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Review Open access Aug 2026

The consensus-based CINEX guideline for reporting clinical information extraction studies

Abstract Objective Information extraction (IE) from clinical texts has advanced rapidly with recent advances in natural language processing, particularly the advent of large language models (LLMs). However, inconsistent and incomplete reporting of methodologies limits reproducibility, comparability, and clinical transl...

Daniel Reichenpfader, Jamil Zaghir, E. Cécilia-Joseph et al. · 0 citations
Open access Aug 2026

A multi-factor machine learning model for predicting and characterizing clinical trial failures

About 15% of clinical trials terminate prematurely (fail), causing financial losses and delaying treatment development. This study utilized a subset of interventional trial records from the 471,252 studies registered in ClinicalTrials.gov until November 2023 to develop a clinical trial failure risk assessment machine l...

N. Cihoric, Stojan Gavric, F. Dennstädt et al. · 0 citations

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