Xiaoxuan Liu
Xiaoxuan Liu
University Hospitals Birmingham, University of Birmingham, UK
Verified email at nhs.net
Title
Cited by
Cited by
Year
A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis
X Liu, L Faes, AU Kale, SK Wagner, DJ Fu, A Bruynseels, T Mahendiran, ...
The lancet digital health 1 (6), e271-e297, 2019
3702019
Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension
X Liu, SC Rivera, D Moher, MJ Calvert, AK Denniston
bmj 370, 2020
902020
Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension
SC Rivera, X Liu, AW Chan, AK Denniston, MJ Calvert
bmj 370, 2020
732020
Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study
L Faes, SK Wagner, DJ Fu, X Liu, E Korot, JR Ledsam, T Back, R Chopra, ...
The Lancet Digital Health 1 (5), e232-e242, 2019
682019
A clinician's guide to artificial intelligence: how to critically appraise machine learning studies
L Faes, X Liu, SK Wagner, DJ Fu, K Balaskas, DA Sim, LM Bachmann, ...
Translational vision science & technology 9 (2), 7-7, 2020
332020
Developing specific reporting guidelines for diagnostic accuracy studies assessing AI interventions: The STARD-AI Steering Group
V Sounderajah, H Ashrafian, R Aggarwal, J De Fauw, AK Denniston, ...
Nature medicine 26 (6), 807-808, 2020
302020
Reporting guidelines for clinical trials evaluating artificial intelligence interventions are needed
X Liu, SC Rivera, L Faes, LF Di Ruffano, C Yau, PA Keane10, ...
Nat. Med 25, 1467-1468, 2019
232019
The SPIRIT-AI and CONSORT-AI Working Group. Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI extension
X Liu, S Cruz Rivera, D Moher, MJ Calvert, AK Denniston
Nat Med 10, 2020
222020
Cytokines as effectors and predictors of responses in the treatment of bladder cancer by bacillus Calmette–Guérin
X Liu, AC Dowell, P Patel, RP Viney, MC Foster, E Porfiri, ND James, ...
Future Oncology 10 (8), 1443-1456, 2014
202014
Extension of the CONSORT and SPIRIT statements
X Liu, L Faes, MJ Calvert, AK Denniston
The Lancet 394 (10205), 1225, 2019
192019
Insights into systemic disease through retinal imaging-based oculomics
SK Wagner, DJ Fu, L Faes, X Liu, J Huemer, H Khalid, D Ferraz, E Korot, ...
Translational vision science & technology 9 (2), 6-6, 2020
182020
Time to regenerate: the doctor in the age of artificial intelligence
X Liu, PA Keane, AK Denniston
Journal of the Royal Society of Medicine 111 (4), 113-116, 2018
142018
Optimizing OCT acquisition parameters for assessments of vitreous haze for application in uveitis
G Montesano, CM Way, G Ometto, H Ibrahim, PR Jones, R Carmichael, ...
Scientific reports 8 (1), 1-7, 2018
142018
The SPIRIT-AI and CONSORT-AI Working Group, et al. Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension
S Cruz Rivera, X Liu, AW Chan, AK Denniston, MJ Calvert
Nat Med 10, 2020
132020
A comparison of deep learning performance against health-care professionals in detecting diseases from medical imaging: a systematic review and meta-analysis. Lancet Digit …
X Liu, L Faes, AU Kale, SK Wagner, DJ Fu, A Bruynseels, T Mahendiran, ...
Artificial Intelligence in Lung Cancer Pathology Images, 0
13
CONSORT/SPIRIT-AI Extension Group. Extension of the CONSORT and SPIRIT statements
X Liu, L Faes, MJ Calvert, AK Denniston
Lancet 394 (1225), 31819-7, 2019
112019
A global review of publicly available datasets for ophthalmological imaging: barriers to access, usability, and generalisability
SM Khan, X Liu, S Nath, E Korot, L Faes, SK Wagner, PA Keane, ...
The Lancet Digital Health, 2020
82020
Evaluating the impact of uveitis on visual field progression using large-scale real-world data
X Liu, SR Kelly, G Montesano, SR Bryan, RJ Barry, PA Keane, ...
American journal of ophthalmology 207, 144-150, 2019
82019
Deep learning under scrutiny: performance against health care professionals in detecting diseases from medical imaging-systematic review and meta-analysis
L Faes, X Liu, A Kale, A Bruynseels, M Shamdas, G Moraes, DJ Fu, ...
82019
SPIRIT-AI and CONSORT-AI Working Group; SPIRITAI and CONSORT-AI Steering Group; SPIRIT-AI and CONSORT-AI Consensus Group. Guidelines for clinical trial protocols for …
S Cruz Rivera, X Liu, AW Chan, AK Denniston, MJ Calvert
Nat Med 26 (9), 1351-1363, 2020
72020
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Articles 1–20