NLPExplorer

CL4Health - 2024

Total Papers:- 34

Total Papers accross all years:- 34

Total Citations :- 0

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Generating Synthetic Documents with Clinical Keywords: A Privacy-Sensitive Methodology

Simon Meoni | Éric De la Clergerie | Théo Ryffel |

Development of a Benchmark Corpus for Medical Device Adverse Event Detection

Susmitha Wunnava | David A. Harris | Florence T. Bourgeois | Timothy A. Miller |

Building Certified Medical Chatbots: Overcoming Unstructured Data Limitations with Modular RAG

Towards AI-supported Health Communication in Plain Language: Evaluating Intralingual Machine Translation of Medical Texts

Intent Detection and Entity Extraction from Biomedical Literature

Ankan Mullick | Mukur Gupta | Pawan Goyal |

Biomedical Entity Linking for Dutch: Fine-tuning a Self-alignment BERT Model on an Automatically Generated Wikipedia Corpus

Fons Hartendorp | Tom Seinen | Erik van Mulligen | Suzan Verberne |

Evaluating LLMs for Temporal Entity Extraction from Pediatric Clinical Text in Rare Diseases Context

Judith Jeyafreeda Andrew | Marc Vincent | Anita Burgun | Nicolas Garcelon |

Study of Medical Text Reading and Comprehension through Eye-Tracking Fixations

Oksana Ivchenko | Natalia Grabar |

Exploring the Challenges of Behaviour Change Language Classification: A Study on Semi-Supervised Learning and the Impact of Pseudo-Labelled Data

Selina Meyer | Marcos Fernandez-Pichel | David Elsweiler | David E. Losada |

Improving Sign Language Production in the Healthcare Domain Using UMLS and Multi-task Learning

Generating Distributable Surrogate Corpus for Medical Multi-label Classification

Seiji Shimizu | Shuntaro Yada | Shoko Wakamiya | Eiji Aramaki |

It’s Difficult to Be Neutral – Human and LLM-based Sentiment Annotation of Patient Comments

Experiments in Automated Generation of Discharge Summaries in Italian

Speech Accommodation in Health-Care Interactions: Evidence Using a Mixed-Reality Platform