Search Results for author: Gabriel Davis Jones

Found 3 papers, 0 papers with code

Reducing Large Language Model Safety Risks in Women's Health using Semantic Entropy

no code implementations1 Mar 2025 Jahan C. Penny-Dimri, Magdalena Bachmann, William R. Cooke, Sam Mathewlynn, Samuel Dockree, John Tolladay, Jannik Kossen, Lin Li, Yarin Gal, Gabriel Davis Jones

This study highlights the potential of SE as a key safeguard in the responsible deployment of AI-driven tools in women's health, leading to safer and more effective digital health interventions.

Language Modeling Language Modelling +2

PatchCTG: Patch Cardiotocography Transformer for Antepartum Fetal Health Monitoring

no code implementations12 Nov 2024 M. Jaleed Khan, Manu Vatish, Gabriel Davis Jones

Antepartum Cardiotocography (CTG) is vital for fetal health monitoring, but traditional methods like the Dawes-Redman system are often limited by high inter-observer variability, leading to inconsistent interpretations and potential misdiagnoses.

Decision Making Specificity

The OxMat dataset: a multimodal resource for the development of AI-driven technologies in maternal and newborn child health

no code implementations11 Apr 2024 M. Jaleed Khan, Ioana Duta, Beth Albert, William Cooke, Manu Vatish, Gabriel Davis Jones

The rapid advancement of Artificial Intelligence (AI) in healthcare presents a unique opportunity for advancements in obstetric care, particularly through the analysis of cardiotocography (CTG) for fetal monitoring.

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