KnowLab

Publications

selected publications

Abul Hasan, Jinge Wu, Quang Ngoc Nguyen, Salomé Andres, Imane Guellil, Huayu Zhang, Arlene Casey, Beatrice Alex, Bruce Guthrie, Honghan Wu, Infusing clinical knowledge into language models by subword optimisation and embedding initialisation, Computers in Biology and Medicine, Volume 196, Part C, 2025, 110747, ISSN 0010-4825, 10.1016/j.compbiomed.2025.110747.

Kim, Yunsoo, Jinge Wu, Su-Hwan Kim, Pardeep Vasudev, Jiashu Shen, and Honghan Wu. “Look & Mark: Leveraging Radiologist Eye Fixations and Bounding boxes in Multimodal Large Language Models for Chest X-ray Report Generation.” Accepted by ACL 2025 findings. arXiv preprint arXiv:2505.22222 (2025) https://arxiv.org/abs/2505.22222.

Kim, Yunsoo, Yusuf Abdulle, and Honghan Wu. “BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain.” Accepted by ACL 2025 findings. arXiv preprint arXiv:2505.22240 (2025). https://arxiv.org/abs/2505.22240.

Thygesen, Johan H., Huayu Zhang, Hanane Issa, Jinge Wu, Tuankasfee Hama, Ana-Caterina Phiho-Gomes, Tudor Groza, other 13 authors, Honghan Wu. “Prevalence and demographics of 331 rare diseases and associated COVID-19-related mortality among 58 million individuals: a nationwide retrospective observational study.” The Lancet Digital Health 7, no. 2 (2025): e145-e156.DOI:10.1016/S2589-7500(24)00253-X .

Gao, Yue, Yuepeng Chen, Minghao Wang, Jinge Wu, Yunsoo Kim, Kaiyin Zhou, Miao Li, Xien Liu, Xiangling Fu, Ji Wu & Honghan Wu. “Optimising the paradigms of human AI collaborative clinical coding.” npj Digital Medicine 7, no. 1 (2024): 368. DOI:10.1038/s41746-024-01363-7

Aneeta Sylolypavan, Derek Sleeman, Honghan Wu, and Malcolm Sim. “The impact of inconsistent human annotations on AI driven clinical decision making.” npj Digital Medicine 6, 26 (2023). DOI:10.1038/s41746-023-00773-3 .

Honghan Wu, Minhong Wang, Jinge Wu, Farah Francis, Yun-Hsuan Chang, Alex Shavick, Hang Dong, et al. “A Survey on Clinical Natural Language Processing in the United Kingdom from 2007 to 2022”. npj Digital Medicine 5, 186 (2022). DOI:10.1038/s41746-022-00730-6 .

Hang Dong, Matúš Falis, William Whiteley, Beatrice Alex, Joshua Matterson, Shaoxiong Ji, JiaoyanChen & Honghan Wu. “Automated Clinical Coding - What, Why, and Where We Are.” npj Digital Medicine 5, 159 (2022). DOI:10.1038/s41746-022-00705-7 .

Honghan Wu, Minhong Wang, Aneeta Sylolypavan, Sarah Wild. “Quantifying Health Inequalities Induced by Data and AI Models”. In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI-22), Special Track on AI for Good. Vienna 23-29 July, 2022. IJCAI-Proceedings, preprint, slides, recording, repo.

recent publications (2017 ~)

2025

2024

2023

2022

2021

2020

2019

2018

2017