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Generative Language Models Including ChatGPT (708) Tools, Programs and Algorithms (376) Natural Language Processing (917) AI Language Models in Health Care (202) Language Processing, Classifiers, and Syndrome Definitions (47) Clinical Informatics (1325)

Published on in Vol 26 (2024)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60601, first published .
Ascle—A Python Natural Language Processing Toolkit for Medical Text Generation: Development and Evaluation Study

Ascle—A Python Natural Language Processing Toolkit for Medical Text Generation: Development and Evaluation Study

Ascle—A Python Natural Language Processing Toolkit for Medical Text Generation: Development and Evaluation Study

Authors of this article:

Rui Yang1 Author Orcid Image ;   Qingcheng Zeng2 Author Orcid Image ;   Keen You3 Author Orcid Image ;   Yujie Qiao4 Author Orcid Image ;   Lucas Huang3 Author Orcid Image ;   Chia-Chun Hsieh3 Author Orcid Image ;   Benjamin Rosand3 Author Orcid Image ;   Jeremy Goldwasser3 Author Orcid Image ;   Amisha Dave5 Author Orcid Image ;   Tiarnan Keenan6 Author Orcid Image ;   Yuhe Ke7 Author Orcid Image ;   Chuan Hong8 Author Orcid Image ;   Nan Liu1, 9, 10 Author Orcid Image ;   Emily Chew6 Author Orcid Image ;   Dragomir Radev3 Author Orcid Image ;   Zhiyong Lu11 Author Orcid Image ;   Hua Xu12 Author Orcid Image ;   Qingyu Chen12 Author Orcid Image ;   Irene Li13, 14 Author Orcid Image
Article Authors Cited by (9) Tweetations (1) Metrics

Journals

  1. Ke Y, Yang R, Lie S, Lim T, Ning Y, Li I, Abdullah H, Ting D, Liu N. Mitigating Cognitive Biases in Clinical Decision-Making Through Multi-Agent Conversations Using Large Language Models: Simulation Study. Journal of Medical Internet Research 2024;26:e59439 View
  2. Yang R, Ning Y, Keppo E, Liu M, Hong C, Bitterman D, Ong J, Ting D, Liu N. Retrieval-augmented generation for generative artificial intelligence in health care. npj Health Systems 2025;2(1) View
  3. Sithabisiwe Manokore A, Gondo M. Text Summarization in the Shona Language using Natural Language Processing. International Journal of Innovative Science and Research Technology (IJISRT) 2024:2870 View
  4. Yang R, Tong J, Wang H, Huang H, Hu Z, Li P, Liu N, Lindsell C, Pencina M, Chen Y, Hong C. Enabling inclusive systematic reviews: incorporating preprint articles with large language model-driven evaluations. Journal of the American Medical Informatics Association 2025;32(11):1718 View
  5. Ke Y, Jin L, Elangovan K, Ong B, Oh C, Sim J, Loh K, Soh C, Cheng J, Lee A, Ting D, Liu N, Abdullah H. Real‐world deployment and evaluation of PEri‐operative AI CHatbot (PEACH): a large language model chatbot for peri‐operative medicine. Anaesthesia 2025 View

Books/Policy Documents

  1. Garg G, Bhatt S. Transformative Natural Language Processing. View
  2. Miraz M, Mohamed Salleh N, Jin H. Python for Business Analytics. View
  3. Toprak A, Onan A. Intelligent and Fuzzy Systems. View

Conference Proceedings

  1. Yang R, Yang B, Zhao X, Gao F, Feng A, Ouyang S, Blum M, She T, Jiang Y, Lecue F, Lu J, Li I. Companion Proceedings of the ACM on Web Conference 2025. Graphusion: A RAG Framework for Scientific Knowledge Graph Construction with a Global Perspective View