Livia Faes

发表

Automated classification of Retinopathy of Prematurity RetCam images using the Apple CreateML platform: gradeable versus ungradeable image classification

Pearse A. Keane, Nikolas Pontikos, Konstantinos Balaskas, 2020 .

Feasibility of Automated Deep Learning Design for Medical Image Classification by Healthcare Professionals with Limited Coding Experience

Pearse A. Keane, Nikolas Pontikos, Lucas M. Bachmann, 2019, bioRxiv.

[Artificial intelligence in ophthalmology : Guidelines for physicians for the critical evaluation of studies].

Philipp Berens, Steffen Schmitz-Valckenberg, Karsten Kortüm, 2020, Der Ophthalmologe : Zeitschrift der Deutschen Ophthalmologischen Gesellschaft.

A global review of publicly available datasets for ophthalmological imaging: barriers to access, usability, and generalisability.

Pearse A. Keane, Livia Faes, Edward Korot, 2020, The Lancet. Digital health.

Automated deep learning design for medical image classification by health-care professionals with no coding experience: a feasibility study.

Lucas M Bachmann, Christoph Kern, Konstantinos Balaskas, 2019, The Lancet. Digital health.

Code-free deep learning for multi-modality medical image classification

Samuel G. Finlayson, Pearse A. Keane, Konstantinos Balaskas, 2021, Nature Machine Intelligence.

Will AI Replace Ophthalmologists?

Pearse A. Keane, Konstantinos Balaskas, Livia Faes, 2020, Translational vision science & technology.

Deep Learning Under Scrutiny: Performance Against Health Care Professionals in Detecting Diseases from Medical Imaging - Systematic Review and Meta-Analysis

Pearse A. Keane, Lucas M. Bachmann, Eric J. Topol, 2019, SSRN Electronic Journal.

Reporting guidelines for clinical trials evaluating artificial intelligence interventions are needed

David Moher, Ara Darzi, Hutan Ashrafian, 2019, Nature Medicine.

Guidelines for clinical trial protocols for interventions involving artificial intelligence: the SPIRIT-AI Extension

Gary S Collins, M Khair ElZarrad, David Moher, 2020, Nature Medicine.

Extension of the CONSORT and SPIRIT statements

Livia Faes, Melanie J Calvert, Xiaoxuan Liu, 2019, The Lancet.

Insights into Systemic Disease through Retinal Imaging-Based Oculomics

Pearse A. Keane, Konstantinos Balaskas, Livia Faes, 2020, Translational vision science & technology.

Reporting guidelines for clinical trial reports for interventions involving artificial intelligence: the CONSORT-AI Extension

Gary S Collins, M Khair ElZarrad, David Moher, 2020, BMJ.