Xiaoxuan Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 58

Top Topics

Systematic Review

Artificial Intelligence

Optical Coherence Tomography

Juvenile Idiopathic Arthritis

Top Venues

JMIR research protocols

Nature communications

BMJ (Clinical research ed.)

Nature medicine

This page only lists publications with an associated author ORCID identifier.

Publications

Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Ariel Yuhan Ong, Henry David Jeffry Hogg, Aditya Uday Kale, Priyal Taribagil, Ashley Kras, Eliot Dow, Trystan Macdonald, Xiaoxuan Liu, Pearse Andrew Keane, Alastair Keith Denniston
AI as a Medical Device for Ophthalmic Imaging in Europe, Australia, and the United States: Protocol for a Systematic Scoping Review of Regulated Devices. JMIR research protocols 13 (2024)
Aditya Uday Kale, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, April Coombe, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair Keith Denniston
Detecting Algorithmic Errors and Patient Harms for AI-Enabled Medical Devices in Randomized Controlled Trials: Protocol for a Systematic Review. JMIR research protocols 13 (2024)
Alexander P L Martindale, Carrie D Llewellyn, Richard O de Visser, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Author Correction: Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Trystan Macdonald, Jacqueline Dinnes, Gregory Maniatopoulos, Sian Taylor-Phillips, Bethany Shinkins, Henry David Jeffry Hogg, John Kevin Dunbar, Ameenat Lola Solebo, Hannah Sutton, John Attwood, Michael Pogose, Rosalind Given-Wilson, Felix Greaves, Carl Macrae, Russell Pearson, Daniel Bamford, Adnan Tufail, Xiaoxuan Liu, Alastair Keith Denniston
Target Product Profile for a Machine Learning-Automated Retinal Imaging Analysis Software for Use in English Diabetic Eye Screening: Protocol for a Mixed Methods Study. JMIR research protocols 13 (2024)
Aditya Uday Kale, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, April Coombe, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair Keith Denniston
Detecting Algorithmic Errors and Patient Harms for AI-Enabled Medical Devices in Randomized Controlled Trials: Protocol for a Systematic Review. JMIR research protocols 13 (2024)
Trystan Macdonald, Jacqueline Dinnes, Gregory Maniatopoulos, Sian Taylor-Phillips, Bethany Shinkins, Henry David Jeffry Hogg, John Kevin Dunbar, Ameenat Lola Solebo, Hannah Sutton, John Attwood, Michael Pogose, Rosalind Given-Wilson, Felix Greaves, Carl Macrae, Russell Pearson, Daniel Bamford, Adnan Tufail, Xiaoxuan Liu, Alastair Keith Denniston
Target Product Profile for a Machine Learning-Automated Retinal Imaging Analysis Software for Use in English Diabetic Eye Screening: Protocol for a Mixed Methods Study. JMIR research protocols 13 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Alexander P L Martindale, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Aditya Uday Kale, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, April Coombe, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair Keith Denniston
Detecting Algorithmic Errors and Patient Harms for AI-Enabled Medical Devices in Randomized Controlled Trials: Protocol for a Systematic Review. JMIR research protocols 13 (2024)
Alexander P L Martindale, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Trystan Macdonald, Jacqueline Dinnes, Gregory Maniatopoulos, Sian Taylor-Phillips, Bethany Shinkins, Henry David Jeffry Hogg, John Kevin Dunbar, Ameenat Lola Solebo, Hannah Sutton, John Attwood, Michael Pogose, Rosalind Given-Wilson, Felix Greaves, Carl Macrae, Russell Pearson, Daniel Bamford, Adnan Tufail, Xiaoxuan Liu, Alastair Keith Denniston
Target Product Profile for a Machine Learning-Automated Retinal Imaging Analysis Software for Use in English Diabetic Eye Screening: Protocol for a Mixed Methods Study. JMIR research protocols 13 (2024)
Alexander P L Martindale, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Aditya Uday Kale, Riya Dattani, Ashley Tabansi, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair Keith Denniston
AI as a Medical Device Adverse Event Reporting in Regulatory Databases: Protocol for a Systematic Review. JMIR research protocols 13 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Alexander P L Martindale, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Alexander P L Martindale, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Trystan Macdonald, Jacqueline Dinnes, Gregory Maniatopoulos, Sian Taylor-Phillips, Bethany Shinkins, Henry David Jeffry Hogg, John Kevin Dunbar, Ameenat Lola Solebo, Hannah Sutton, John Attwood, Michael Pogose, Rosalind Given-Wilson, Felix Greaves, Carl Macrae, Russell Pearson, Daniel Bamford, Adnan Tufail, Xiaoxuan Liu, Alastair Keith Denniston
Target Product Profile for a Machine Learning-Automated Retinal Imaging Analysis Software for Use in English Diabetic Eye Screening: Protocol for a Mixed Methods Study. JMIR research protocols 13 (2024)
Ariel Yuhan Ong, Henry David Jeffry Hogg, Aditya Uday Kale, Priyal Taribagil, Ashley Kras, Eliot Dow, Trystan Macdonald, Xiaoxuan Liu, Pearse Andrew Keane, Alastair Keith Denniston
AI as a Medical Device for Ophthalmic Imaging in Europe, Australia, and the United States: Protocol for a Systematic Scoping Review of Regulated Devices. JMIR research protocols 13 (2024)
Ariel Yuhan Ong, Henry David Jeffry Hogg, Aditya Uday Kale, Priyal Taribagil, Ashley Kras, Eliot Dow, Trystan Macdonald, Xiaoxuan Liu, Pearse Andrew Keane, Alastair Keith Denniston
AI as a Medical Device for Ophthalmic Imaging in Europe, Australia, and the United States: Protocol for a Systematic Scoping Review of Regulated Devices. JMIR research protocols 13 (2024)
Aditya Uday Kale, Riya Dattani, Ashley Tabansi, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair Keith Denniston
AI as a Medical Device Adverse Event Reporting in Regulatory Databases: Protocol for a Systematic Review. JMIR research protocols 13 (2024)
Alexander P L Martindale, Carrie D Llewellyn, Richard O de Visser, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Author Correction: Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Alexander P L Martindale, Carrie D Llewellyn, Richard O de Visser, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Author Correction: Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Ariel Yuhan Ong, Henry David Jeffry Hogg, Aditya Uday Kale, Priyal Taribagil, Ashley Kras, Eliot Dow, Trystan Macdonald, Xiaoxuan Liu, Pearse Andrew Keane, Alastair Keith Denniston
AI as a Medical Device for Ophthalmic Imaging in Europe, Australia, and the United States: Protocol for a Systematic Scoping Review of Regulated Devices. JMIR research protocols 13 (2024)
Alexander P L Martindale, Carrie D Llewellyn, Richard O de Visser, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Alexander P L Martindale, Carrie D Llewellyn, Richard O de Visser, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Alexander P L Martindale, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Alexander P L Martindale, Carrie D Llewellyn, Richard O de Visser, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Aditya Uday Kale, Riya Dattani, Ashley Tabansi, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair Keith Denniston
AI as a Medical Device Adverse Event Reporting in Regulatory Databases: Protocol for a Systematic Review. JMIR research protocols 13 (2024)
Alexander P L Martindale, Carrie D Llewellyn, Richard O de Visser, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Aditya Uday Kale, Riya Dattani, Ashley Tabansi, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair Keith Denniston
AI as a Medical Device Adverse Event Reporting in Regulatory Databases: Protocol for a Systematic Review. JMIR research protocols 13 (2024)
Aditya Uday Kale, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, April Coombe, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair Keith Denniston
Detecting Algorithmic Errors and Patient Harms for AI-Enabled Medical Devices in Randomized Controlled Trials: Protocol for a Systematic Review. JMIR research protocols 13 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Trystan Macdonald, Jacqueline Dinnes, Gregory Maniatopoulos, Sian Taylor-Phillips, Bethany Shinkins, Henry David Jeffry Hogg, John Kevin Dunbar, Ameenat Lola Solebo, Hannah Sutton, John Attwood, Michael Pogose, Rosalind Given-Wilson, Felix Greaves, Carl Macrae, Russell Pearson, Daniel Bamford, Adnan Tufail, Xiaoxuan Liu, Alastair Keith Denniston
Target Product Profile for a Machine Learning-Automated Retinal Imaging Analysis Software for Use in English Diabetic Eye Screening: Protocol for a Mixed Methods Study. JMIR research protocols 13 (2024)
Aditya Uday Kale, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, April Coombe, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair Keith Denniston
Detecting Algorithmic Errors and Patient Harms for AI-Enabled Medical Devices in Randomized Controlled Trials: Protocol for a Systematic Review. JMIR research protocols 13 (2024)
Alexander P L Martindale, Benjamin Ng, Victoria Ngai, Aditya U Kale, Lavinia Ferrante di Ruffano, Robert M Golub, Gary Stephen Collins, David Moher, Melissa Danielle McCradden, Lauren Oakden-Rayner, Samantha Cruz Rivera, Melanie Jane Calvert, Christopher J Kelly, Cecilia Sungmin Lee, Christopher Yau, An-Wen Chan, Pearse Andrew Keane, Andrew L Beam, Alastair Keith Denniston, Xiaoxuan Liu
Concordance of randomised controlled trials for artificial intelligence interventions with the CONSORT-AI reporting guidelines. Nature communications 15 (1) (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Aditya Uday Kale, Riya Dattani, Ashley Tabansi, Henry David Jeffry Hogg, Russell Pearson, Ben Glocker, Su Golder, Justin Waring, Xiaoxuan Liu, David J Moore, Alastair Keith Denniston
AI as a Medical Device Adverse Event Reporting in Regulatory Databases: Protocol for a Systematic Review. JMIR research protocols 13 (2024)
Gary Stephen Collins, Karel G M Moons, Paula Dhiman, Richard D Riley, Andrew L Beam, Ben Van Calster, Marzyeh Ghassemi, Xiaoxuan Liu, Johannes B Reitsma, Maarten van Smeden, Anne-Laure Boulesteix, Jennifer Catherine Louise Camaradou, Leo Anthony Celi, Spiros Denaxas, Alastair Keith Denniston, Ben Glocker, Robert M Golub, Hugh Harvey, Georg Heinze, Michael M Hoffman, Andre Pascal Kengne, Emily Lam, Naomi Lee, Elizabeth W Loder, Lena Maier-Hein, Bilal Akhter Mateen, Melissa Danielle McCradden, Lauren Oakden-Rayner, Johan Ordish, Richard Parnell, Sherri Rose, Karandeep S Singh, Laure Wynants, Patrícia Logullo
TRIPOD+AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods. BMJ (Clinical research ed.) 385 (2024)
Anmol Arora, Joseph Edward Alderman, Joanne Palmer, Shaswath Ganapathi, Elinor Laws, Melissa Danielle McCradden, Lauren Oakden-Rayner, Stephen R Pfohl, Marzyeh Ghassemi, Francis McKay, Darren Treanor, Negar Rostamzadeh, Bilal Akhter Mateen, Jacqui Gath, Adewole O Adebajo, Stephanie Kuku, Rubeta N Matin, Katherine Heller, Elizabeth Sapey, Neil J Sebire, Heather Cole-Lewis, Melanie Jane Calvert, Alastair Keith Denniston, Xiaoxuan Liu
The value of standards for health datasets in artificial intelligence-based applications. Nature medicine (2023)
Siegfried Karl Wagner, Fintan Hughes, Mario Cortina-Borja, Nikolas Pontikos, Robbert Struyven, Xiaoxuan Liu, Hugh Montgomery, Daniel C Alexander, Eric J Topol, Steffen Erhard Petersen, Konstantinos Balaskas, Jack Hindley, Axel Petzold, Jugnoo Sangeeta Rahi, Alastair K Denniston, Pearse Andrew Keane
AlzEye: longitudinal record-level linkage of ophthalmic imaging and hospital admissions of 353 157 patients in London, UK. BMJ open 12 (3) (2022)
Katie Etherton, Jugnoo Sangeeta Rahi, Harry Petrushkin, Andrew D Dick, Saira Akbarali, Reshma Pattani, Scott Hau, Sandrine Lacassagne, Xiaoxuan Liu, Alastair Keith Denniston, Ameenat Lola Solebo
Quantitative and qualitative assessment of anterior segment optical coherence tomography capture of disease state in childhood anterior uveitis. The British journal of ophthalmology (2022)
Ji Eun Diana Han, Xiaoxuan Liu, Catey Bunce, Abdel Douiri, Luke Vale, Ann Blandford, John Lawrenson, Rima Hussain, Gabriela Grimaldi, Annastazia E Learoyd, Ashleigh Kernohan, Christiana Dinah, Evangelos Minos, Dawn Sim, Tariq Aslam, Praveen J Patel, Alastair K Denniston, Pearse A Keane, Konstantinos Balaskas
Teleophthalmology-enabled and artificial intelligence-ready referral pathway for community optometry referrals of retinal disease (HERMES): a Cluster Randomised Superiority Trial with a linked Diagnostic Accuracy Study-HERMES study report 1-study protocol. BMJ open 12 (2) (2022)
Melanie Jane Calvert, Samantha Cruz Rivera, Ameeta Retzer, Sarah E Hughes, Lisa Campbell, Barbara Molony-Oates, Olalekan Lee Aiyegbusi, Angela M Stover, Roger Wilson, Christel McMullan, Nicola E Anderson, Grace M Turner, Elin Haf Davies, Rav Verdi, Galina Velikova, Paul Kamudoni, Syed Muslim, Adrian Gheorghe, Daniel O'Connor, Xiaoxuan Liu, Albert W Wu, Alastair Keith Denniston
Patient reported outcome assessment must be inclusive and equitable. Nature medicine 28 (6) (2022)
Viknesh Sounderajah, Hutan Ashrafian, Sherri Rose, Nigam Haresh Shah, Marzyeh Ghassemi, Robert Golub, Charles E Kahn, Andre Esteva, Alan Karthikesalingam, Bilal Mateen, Dale R Webster, Dan Milea, Daniel Shu Wei Ting, Darren Treanor, Dominic Cushnan, Dominic King, Duncan McPherson, Ben Glocker, Felix Greaves, Leanne Harling, Johan Ordish, Jérémie F Cohen, Jon Deeks, Mariska Leeflang, Matthew Diamond, Matthew D F McInnes, Melissa Danielle McCradden, Michael D Abràmoff, Pasha Normahani, Sheraz R Markar, Stephanie Chang, Xiaoxuan Liu, Susan Mallett, Shravya Shetty, Alastair Keith Denniston, Gary Stephen Collins, David Moher, Penny Whiting, Patrick M Bossuyt, Ara Darzi
A quality assessment tool for artificial intelligence-centered diagnostic test accuracy studies: QUADAS-AI. Nature medicine 27 (10) (2021)
Hussein Ibrahim, Xiaoxuan Liu, Alastair Keith Denniston
Reporting guidelines for artificial intelligence in healthcare research. Clinical & experimental ophthalmology 49 (5) (2021)
Jan Henrik Terheyden, Giovanni Ometto, Giovanni Montesano, Maximilian Wilhelm Maria Wintergerst, Magdalena Langner, Xiaoxuan Liu, Pearse Andrew Keane, David Paul Crabb, Alastair Keith Denniston, Robert P Finger
Automated quantification of posterior vitreous inflammation: optical coherence tomography scan number requirements. Scientific reports 11 (1) (2021)
Xiaoxuan Liu, Benjamin Tk Hui, Christopher Way, Sophie Beese, Ada Adriano, Pearse A Keane, David J Moore, Alastair Keith Denniston
Noninvasive Instrument-based Tests for Detecting and Measuring Vitreous Inflammation in Uveitis: A Systematic Review. Ocular immunology and inflammation (2020)
Xiaoxuan Liu, Thomas W McNally, Sophie Beese, Laura Elizabeth Downie, Ameenat L Solebo, Livia Faes, Syed Husain, Pearse A Keane, David J Moore, Alastair Keith Denniston
Non-invasive Instrument-Based Tests for Quantifying Anterior Chamber Flare in Uveitis: A Systematic Review. Ocular immunology and inflammation (2020)
Samantha Cruz Rivera, Xiaoxuan Liu, An-Wen Chan, Alastair Keith Denniston, Melanie Jane Calvert, null null, null null, null null
Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI extension. Nature medicine 26 (9) (2020)
Thomas W McNally, Xiaoxuan Liu, Sophie Beese, Pearse A Keane, David J Moore, Alastair K Denniston
Instrument-based tests for quantifying aqueous humour protein levels in uveitis: a systematic review protocol. Systematic reviews 8 (1) (2019)
Xiaoxuan Liu, Aditya Uday Kale, Nicholas Capewell, Nicholas Talbot, Sumiya Ahmed, Pearse A Keane, Susan Mollan, Antonio Belli, Richard J Blanch, Tonny Veenith, Alastair K Denniston
Optical coherence tomography (OCT) in unconscious and systemically unwell patients using a mobile OCT device: a pilot study. BMJ open 9 (11) (2019)
Xiaoxuan Liu, Ameenat L Solebo, Pearse A Keane, David J Moore, Alastair K Denniston
Instrument-based tests for measuring anterior chamber cells in uveitis: a systematic review protocol. Systematic reviews 8 (1) (2019)
Heather N Bailie, Xiaoxuan Liu, Alice Bruynseels, Alastair K Denniston, Peter Shah, Freda Sii
The Uveitis Patient Passport: A Self-Care Tool. Ocular immunology and inflammation 28 (3) (2019)
Xiaoxuan Liu, Sai Kolli, Peter McDonnell, Amit Patel, Michael Quinlan, Kevin Skym, Alastair K Denniston, Peter Shah, Geraint P Williams
Patient priorities in herpes simplex keratitis. BMJ open ophthalmology 4 (1) (2019)
Xiaoxuan Liu, Ameenat L Solebo, Livia Faes, Sophie Beese, Tasanee Braithwaite, Matthew E Round, Jesse Panthagani, Aditya U Kale, Thomas W McNally, Didar Abdulla, Pearse A Keane, David J Moore, Alastair Keith Denniston
Instrument-based Tests for Measuring Anterior Chamber Cells in Uveitis: A Systematic Review. Ocular immunology and inflammation 28 (6) (2019)