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researcher

G. Jones

5 papers hereh-index 7129 citations26 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • last author5

Across the 5 of 5 papers where every author was matched, so the position is known.

fields
  • cs.LG3
  • cs.AI1
  • eess.AS1
same name
  • G. Jones — 146 papers
  • G. Jones — 89 papers, h 29
  • G. Jones — 26 papers, h 27
  • G. Jones — 17 papers, h 5
  • G. Jones — 16 papers, h 41
  • G. Jones — 15 papers, h 21

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedReducing Large Language Model Safety Risks in Women's Health using Semantic Entropy

4 citations · 4 across the 4 of their papers we have counts for

collaborators
Showing cs.LGShow all

3 papers · 1 filter

cs.LG2026

PRISM-CTG: A Foundation Model for Cardiotocography Analysis with Multi-View SSL

Sheng Wong, Ravi Shankar, Beth Albert +5

Supervised deep learning models for automated CTG analysis are typically constrained by narrowly curated labelled datasets and limited patient cohorts, leaving substantial volumes…

cs.LG2025★ 4 cited

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

Jahan C. Penny-Dimri, Magdalena Bachmann, William R. Cooke +7

Large language models (LLMs) hold substantial promise for clinical decision support. However, their widespread adoption in medicine, particularly in healthcare, is hindered by thei…

cs.LG2024

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

M. Jaleed Khan, Ioana Duta, Beth Albert +3

The rapid advancement of Artificial Intelligence (AI) in healthcare presents a unique opportunity for advancements in obstetric care, particularly through the analysis of cardiotoc…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.