Toward systematic review automation: a practical guide to using machine learning tools in research synthesis

por Marshall, Iain J., Wallace, Byron C.
Publicado 2019

RobotReviewer: evaluation of a system for automatically assessing bias in clinical trials

por Marshall, Iain J, Kuiper, Joël, Wallace, Byron C
Publicado 2016

Lay perspectives on hypertension and drug adherence: systematic review of qualitative research

por Marshall, Iain J, Wolfe, Charles D A, McKevitt, Christopher
Publicado 2012

‘People like you?’: how people with hypertension make sense of future cardiovascular risk—a qualitative study

por Marshall, Iain J, Wolfe, Charles D A, McKevitt, Christopher
Publicado 2018

Rapid reviews may produce different results to systematic reviews: a meta-epidemiological study

por Marshall, Iain J., Marshall, Rachel, Wallace, Byron C., Brassey, Jon, Thomas, James
Publicado 2019

Machine learning for identifying Randomized Controlled Trials: An evaluation and practitioner's guide

por Marshall, Iain J., Noel‐Storr, Anna, Kuiper, Joël, Thomas, James, Wallace, Byron C.
Publicado 2018

Prevalence and natural history of depression after stroke: A systematic review and meta-analysis of observational studies

por Liu, Lu, Xu, Min, Marshall, Iain J., Wolfe, Charles DA, Wang, Yanzhong, O’Connell, Matthew DL
Publicado 2023

A comparison of trends in stroke care and outcomes between in-hospital and community-onset stroke – The South London Stroke Register

por Emmett, Eva S., Douiri, Abdel, Marshall, Iain J., Wolfe, Charles D. A., Rudd, Anthony G., Bhalla, Ajay
Publicado 2019

Machine learning to help researchers evaluate biases in clinical trials: a prospective, randomized user study

por Soboczenski, Frank, Trikalinos, Thomas A., Kuiper, Joël, Bias, Randolph G., Wallace, Byron C., Marshall, Iain J.
Publicado 2019

Identifying reports of randomized controlled trials (RCTs) via a hybrid machine learning and crowdsourcing approach

por Wallace, Byron C, Noel-Storr, Anna, Marshall, Iain J, Cohen, Aaron M, Smalheiser, Neil R, Thomas, James
Publicado 2017

Machine learning reduced workload with minimal risk of missing studies: development and evaluation of a randomized controlled trial classifier for Cochrane Reviews

por Thomas, James, McDonald, Steve, Noel-Storr, Anna, Shemilt, Ian, Elliott, Julian, Mavergames, Chris, Marshall, Iain J.
Publicado 2021

Trends in the prevalence and management of pre-stroke atrial fibrillation, the South London Stroke Register, 1995-2014

por Jain, Vageesh, Marshall, Iain J., Crichton, Siobhan L., McKevitt, Christopher, Rudd, Anthony G., Wolfe, Charles D. A.
Publicado 2017

Collaborative design of a decision aid for stroke survivors with multimorbidity: a qualitative study in the UK engaging key stakeholders

por Porat, Talya, Marshall, Iain J, Sadler, Euan, Vadillo, Miguel A, McKevitt, Christopher, Wolfe, Charles D A, Curcin, Vasa
Publicado 2019

Blood eosinophil count, a marker of inhaled corticosteroid effectiveness in preventing COPD exacerbations in post-hoc RCT and observational studies: systematic review and meta-anal...

por Harries, Timothy H., Rowland, Victoria, Corrigan, Christopher J., Marshall, Iain J., McDonnell, Lucy, Prasad, Vibhore, Schofield, Peter, Armstrong, David, White, Patrick
Publicado 2020

A systematic review of machine learning models for predicting outcomes of stroke with structured data

por Wang, Wenjuan, Kiik, Martin, Peek, Niels, Curcin, Vasa, Marshall, Iain J., Rudd, Anthony G., Wang, Yanzhong, Douiri, Abdel, Wolfe, Charles D., Bray, Benjamin
Publicado 2020

Trialstreamer: A living, automatically updated database of clinical trial reports

por Marshall, Iain J, Nye, Benjamin, Kuiper, Joël, Noel-Storr, Anna, Marshall, Rachel, Maclean, Rory, Soboczenski, Frank, Nenkova, Ani, Thomas, James, Wallace, Byron C
Publicado 2020

The provision of person‐centred care for care home residents with stroke: An ethnographic study

por Stevens, Eleanor, Clarke, Stephanie G., Harrington, Jean, Manthorpe, Jill, Martin, Finbarr C., Sackley, Catherine, McKevitt, Christopher, Marshall, Iain J., Wyatt, David, Wolfe, Charles
Publicado 2022

A Prospective Stroke Register in Sierra Leone: Demographics, Stroke Type, Stroke Care and Hospital Outcomes

por Youkee, Daniel, Deen, Gibrilla, Barrett, Edward, Fox-Rushby, Julia, Johnson, Israel, Langhorne, Peter, Leather, Andrew, Marshall, Iain J., O'Hara, Jessica, Rudd, Anthony, Sama, Albert, Scott, Christella, Thompson, Melvina, Wafa, Hatem, Wall, Jurate, Wang, Yanzhong, Watkins, Caroline, Wolfe, Charles, Lisk, Durodami Radcliffe, Sackley, Catherine Mary
Publicado 2021

Stroke in Sierra Leone: Case fatality rate and functional outcome after stroke in Freetown

por Youkee, Daniel, Deen, Gibrilla F, Baldeh, Mamadu, Conteh, Zainab F, Fox-Rushby, Julia, Gbessay, Musa, Johnson, Jotham, Langhorne, Peter, Leather, Andrew JM, Lisk, Durodami R, Marshall, Iain J, O’Hara, Jessica, Pessima, Sahr, Rudd, Anthony, Soley-Bori, Marina, Thompson, Melvina, Wafa, Hatem, Wang, Yanzhong, Watkins, Caroline L, Williams, Christine E, Wolfe, Charles DA, Sackley, Catherine M
Publicado 2023