Research on the Application of Intelligent Writing Teaching System Based on Computer Vision and Natural Language Processing in Higher Vocational English DOI

Liuchun Wen

Published: Oct. 18, 2024

Language: Английский

Does ChatGPT enhance student learning? A systematic review and meta-analysis of experimental studies DOI Creative Commons
Ruiqi Deng,

Mingyu Jiang,

Xiao Yu

et al.

Computers & Education, Journal Year: 2024, Volume and Issue: unknown, P. 105224 - 105224

Published: Dec. 1, 2024

Language: Английский

Citations

6
Consistent Performance of GPT-4o in Rare Disease Diagnosis Across Nine Languages and 4967 Cases DOI Creative Commons
Leonardo Chimirri, J. Harry Caufield, Yasemin Bridges

et al.

medRxiv (Cold Spring Harbor Laboratory), Journal Year: 2025, Volume and Issue: unknown

Published: Feb. 28, 2025

Large language models (LLMs) are increasingly used in the medical field for diverse applications including differential diagnostic support. The estimated training data to create LLMs such as Generative Pretrained Transformer (GPT) predominantly consist of English-language texts, but could be across globe support diagnostics if barriers overcome. Initial pilot studies on utility diagnosis languages other than English have shown promise, a large-scale assessment relative performance these variety European and non-European comprehensive corpus challenging rare-disease cases is lacking. We created 4967 clinical vignettes using structured captured with Human Phenotype Ontology (HPO) terms Global Alliance Genomics Health (GA4GH) Phenopacket Schema. These span total 378 distinct genetic diseases 2618 associated phenotypic features. translations together language-specific templates generate prompts English, Chinese, Czech, Dutch, German, Italian, Japanese, Spanish, Turkish. applied GPT-4o, version gpt-4o-2024-08-06, task delivering ranked zero-shot prompt. An ontology-based approach Mondo disease ontology was map synonyms subtypes diagnoses order automate evaluation LLM responses. For GPT-4o placed correct at first rank 19·8% within top-3 ranks 27·0% time. In comparison, eight non-English tested here 1 between 16·9% 20·5%, 25·3% 27·7% cases. consistent nine tested. This suggests that may settings. NHGRI 5U24HG011449 5RM1HG010860. P.N.R. supported by Professorship Alexander von Humboldt Foundation; P.L. National Grant (PMP21/00063 ONTOPREC-ISCIII, Fondos FEDER).

Language: Английский

Citations

0
Evaluating ChatGPT's Multilingual Performance in Clinical Nutrition Advice Using Synthetic Medical Text: Insights from Central Asia DOI Creative Commons

Gulnoza Adilmetova,

Ruslan Nassyrov,

Aizhan Meyerbekova

et al.

Journal of Nutrition, Journal Year: 2024, Volume and Issue: 155(3), P. 729 - 735

Published: Dec. 26, 2024

Language: Английский

Citations

1
Research on the Application of Intelligent Writing Teaching System Based on Computer Vision and Natural Language Processing in Higher Vocational English DOI

Liuchun Wen

Published: Oct. 18, 2024

Language: Английский

Citations

0