KnowLab

Publications

selected publications

Johan H Thygesen, Christopher Tomlinson, Sam Hollings, Mehrdad Mizani, Alex Handy, Ashley Akbari Orcid Logo, Amitava Banerjee, Jennifer Cooper, Alvina Lai, Ken Li, Bilal Mateen, Naveed Sattar, Reecha Sofat, Ana Torralbo, Honghan Wu, Angela Wood, Jonathan A C Sterne, Christina Pagel, William Whiteley, Cathie Sudlow, Harry Hemingway, Spiros Denaxas. “COVID-19 trajectories among 57 million adults in England: a cohort study using electronic health records”. Lancet Digital Health. June 2022. DOI:10.1016/S2589-7500(22)00091-7.

Honghan Wu, Minhong Wang, Aneeta Sylolypavan, Sarah Wild. “Quantifying Health Inequalities Induced by Data and AI Models”. Accepted by IJCAI-ECAI2022. April 2022. preprint, slides, recording, repo.

Hang Dong, Víctor Suárez-Paniagua, William Whiteley, Honghan Wu. Explainable Automated Coding of Clinical Notes using Hierarchical Label-wise Attention Networks and Label Embedding Initialisation. Journal of Biomedical Informatics. 116 (2021): 103728. February 2021. DOI:10.1016/j.jbi.2021.103728, GitHub Repo

Huayu Zhang, Amy Ferguson, Grant Robertson, Muchen Jiang, Teng Zhang, Cathie Sudlow, Keith Smith, Kristiina Rannikmae, Honghan Wu. Benchmarking network-based gene prioritization methods for cerebral small vessel disease. Briefings in Bioinformatics. February 2021. DOI:10.1093/bib/bbab006. GitHub Repo

Honghan Wu, Huayu Zhang, Andreas Karwath, Zina Ibrahim, Ting Shi, Xin Zhang, Kun Wang, Jiaxing Sun, Kevin Dhaliwal, Daniel Bean, Victor Roth Cardoso, Kezhi Li, James T. Teo, Amitava Banerjee, Fang Gao-Smith, Tony Whitehouse, Tonny Veenith, Georgios V. Gkoutos, Xiaodong Wu, Richard Dobson, and Bruce Guthrie. Ensemble learning for poor prognosis predictions: a case study on SARS-CoV2. November 2020. Accepted by Journal of the American Medical Informatics Association: DOI:10.1093/jamia/ocaa295. GitHub Repo

Honghan Wu, Giulia Toti, Katherine I Morley, Zina Ibrahim, Amos Folarin, Ismail Kartoglu, Richard Jackson, Asha Agrawal, Clive Stringer, Darren Gale, Genevieve M Gorrell, Angus Roberts, Matthew Broadbent, Robert Stewart, Richard J B Dobson. SemEHR: A General-purpose Semantic Search System to Surface Semantic Data from Clinical Notes for Tailored Care, Trial Recruitment and Clinical Research. Journal of the American Medical Informatics Association, Volume 25, Issue 5, 1 May 2018, Pages 530–537, cx160, 2018. doi:10.1093/jamia/ocx160

recent publications (2017 ~)

2022

2021

2020

2019

2018

2017