Investigating for bias in healthcare algorithms: a sex-stratified analysis of supervised machine learning models in liver disease prediction

por Straw, Isabel, Wu, Honghan
Publicado 2022

Increased COVID-19 related mortality rate for patients with rare diseases: a retrospective cohort study with data from Genomics England

por Zhang, Huayu, Thygesen, Johan, Wu, Honghan
Publicado 2021

The impact of inconsistent human annotations on AI driven clinical decision making

por Sylolypavan, Aneeta, Sleeman, Derek, Wu, Honghan, Sim, Malcolm
Publicado 2023

Exploiting linked data and knowledge graphs for large organisations

por Pan, Jeff Z, Vetere, Guido, Gomez-Perez, Jose Manuel, Wu, Honghan
Publicado 2017

Developing automated methods for disease subtyping in UK Biobank: an exemplar study on stroke

por Rannikmäe, Kristiina, Wu, Honghan, Tominey, Steven, Whiteley, William, Allen, Naomi, Sudlow, Cathie
Publicado 2021

On classifying sepsis heterogeneity in the ICU: insight using machine learning

por Ibrahim, Zina M, Wu, Honghan, Hamoud, Ahmed, Stappen, Lukas, Dobson, Richard J B, Agarossi, Andrea
Publicado 2020

Prediction of Five-Year Cardiovascular Disease Risk in People with Type 2 Diabetes Mellitus: Derivation in Nanjing, China and External Validation in Scotland, UK

por Wan, Cheng, Read, Stephanie, Wu, Honghan, Lu, Shan, Zhang, Xin, Wild, Sarah H., Liu, Yun
Publicado 2022

Increased COVID-19 mortality rate in rare disease patients: a retrospective cohort study in participants of the Genomics England 100,000 Genomes project

por Zhang, Huayu, Thygesen, Johan H., Shi, Ting, Gkoutos, Georgios V., Hemingway, Harry, Guthrie, Bruce, Wu, Honghan
Publicado 2022

Automated clinical coding: what, why, and where we are?

por Dong, Hang, Falis, Matúš, Whiteley, William, Alex, Beatrice, Matterson, Joshua, Ji, Shaoxiong, Chen, Jiaoyan, Wu, Honghan
Publicado 2022

Automated PDF highlighting to support faster curation of literature for Parkinson’s and Alzheimer’s disease

por Wu, Honghan, Oellrich, Anika, Girges, Christine, de Bono, Bernard, Hubbard, Tim J.P., Dobson, Richard J.B.
Publicado 2017

Benchmarking network-based gene prioritization methods for cerebral small vessel disease

por Zhang, Huayu, Ferguson, Amy, Robertson, Grant, Jiang, Muchen, Zhang, Teng, Sudlow, Cathie, Smith, Keith, Rannikmae, Kristiina, Wu, Honghan
Publicado 2021

Knowledge graph prediction of unknown adverse drug reactions and validation in electronic health records

por Bean, Daniel M., Wu, Honghan, Iqbal, Ehtesham, Dzahini, Olubanke, Ibrahim, Zina M., Broadbent, Matthew, Stewart, Robert, Dobson, Richard J. B.
Publicado 2017

Author Correction: Knowledge graph prediction of unknown adverse drug reactions and validation in electronic health records

por Bean, Daniel M., Wu, Honghan, Iqbal, Ehtesham, Dzahini, Olubanke, Ibrahim, Zina M., Broadbent, Matthew, Stewart, Robert, Dobson, Richard J. B.
Publicado 2018

Ontology-driven and weakly supervised rare disease identification from clinical notes

por Dong, Hang, Suárez-Paniagua, Víctor, Zhang, Huayu, Wang, Minhong, Casey, Arlene, Davidson, Emma, Chen, Jiaoyan, Alex, Beatrice, Whiteley, William, Wu, Honghan
Publicado 2023

Efficient Reuse of Natural Language Processing Models for Phenotype-Mention Identification in Free-text Electronic Medical Records: A Phenotype Embedding Approach

por Wu, Honghan, Hodgson, Karen, Dyson, Sue, Morley, Katherine I, Ibrahim, Zina M, Iqbal, Ehtesham, Stewart, Robert, Dobson, Richard JB, Sudlow, Cathie
Publicado 2019

Semantic computational analysis of anticoagulation use in atrial fibrillation from real world data

por Bean, Daniel M., Teo, James, Wu, Honghan, Oliveira, Ricardo, Patel, Raj, Bendayan, Rebecca, Shah, Ajay M., Dobson, Richard J. B., Scott, Paul A.
Publicado 2019

A systematic review of natural language processing applied to radiology reports

por Casey, Arlene, Davidson, Emma, Poon, Michael, Dong, Hang, Duma, Daniel, Grivas, Andreas, Grover, Claire, Suárez-Paniagua, Víctor, Tobin, Richard, Whiteley, William, Wu, Honghan, Alex, Beatrice
Publicado 2021

ADEPt, a semantically-enriched pipeline for extracting adverse drug events from free-text electronic health records

por Iqbal, Ehtesham, Mallah, Robbie, Rhodes, Daniel, Wu, Honghan, Romero, Alvin, Chang, Nynn, Dzahini, Olubanke, Pandey, Chandra, Broadbent, Matthew, Stewart, Robert, Dobson, Richard J. B., Ibrahim, Zina M.
Publicado 2017

The reporting quality of natural language processing studies: systematic review of studies of radiology reports

por Davidson, Emma M., Poon, Michael T. C., Casey, Arlene, Grivas, Andreas, Duma, Daniel, Dong, Hang, Suárez-Paniagua, Víctor, Grover, Claire, Tobin, Richard, Whalley, Heather, Wu, Honghan, Alex, Beatrice, Whiteley, William
Publicado 2021

Investigating the association between physical health comorbidities and disability in individuals with severe mental illness

por Mirza, Luwaiza, Das-Munshi, Jayati, Chaturvedi, Jaya, Wu, Honghan, Kraljevic, Zeljko, Searle, Thomas, Shaari, Shaweena, Mascio, Aurelie, Skiada, Naoko, Roberts, Angus, Bean, Daniel, Stewart, Robert, Dobson, Richard, Bendayan, Rebecca
Publicado 2021