Zobrazeno 1 - 10
of 18
pro vyhledávání: '"William Greig Mitchell"'
Autor:
Luis Filipe Nakayama, Lucas Zago Ribeiro, Juliana Angelica Estevão de Oliveira, João Carlos Ramos Gonçalves de Matos, William Greig Mitchell, Fernando Korn Malerbi, Leo Anthony Celi, Caio Vinicius Saito Regatieri
Publikováno v:
International Journal of Retina and Vitreous, Vol 9, Iss 1, Pp 1-7 (2023)
Abstract Purpose In supervised Machine Learning algorithms, labels and reports are important in model development. To provide a normality assessment, the OCT has an in-built normative database that provides a color base scale from the measurement dat
Externí odkaz:
https://doaj.org/article/ea8702d9f4b649b285623e9d9e8f9a41
Autor:
Luis Filipe Nakayama, MD, João Carlos Ramos Gonçalves de Matos, BSc, Isabelle Ursula Stewart, BSc, William Greig Mitchell, MBBS, MPH, Nicole Martinez-Martin, JD, PhD, Caio Vinicius Saito Regatieri, MD, PhD, Leo Anthony Celi, MD, MPH
Publikováno v:
Mayo Clinic Proceedings: Digital Health, Vol 1, Iss 2, Pp 67-74 (2023)
In ophthalmology, extensive use of ancillary imaging has enabled the development of artificial intelligence models, for which data are crucial. A data-sharing environment promotes external validation, collaborative research, and bias assessment befor
Externí odkaz:
https://doaj.org/article/0b6833b2171f44058a8cda21ff9e6451
Autor:
Leo Anthony Celi, Alvina Pauline Dy Santiago, Luis Filipe Nakayama, Lucas Zago Ribeiro, Caio Vinicius Saito Regatieri, Khumbo Kalua, William Greig Mitchell, Warachaya Phanphruk, Robyn Gayle Dychiao, Nilva Simeren Bueno Moraes
Publikováno v:
BMJ Open Ophthalmology, Vol 8, Iss 1 (2023)
Background Retinopathy of prematurity (ROP) is a vasoproliferative disease responsible for more than 30 000 blind children worldwide. Its diagnosis and treatment are challenging due to the lack of specialists, divergent diagnostic concordance and var
Externí odkaz:
https://doaj.org/article/5d4aa7856c604b25b85041d9e7366041
Autor:
Leo Anthony Celi, Luis Filipe Nakayama, Caio Vinicius Saito Regatieri, Khumbo Kalua, William Greig Mitchell, Skyler Shapiro, Alvina Pauline D. Santiago, Warachaya Phanphruk
Publikováno v:
BMJ Open Ophthalmology, Vol 8, Iss 1 (2023)
Introduction In ophthalmology, clinical trials (CTs) guide the treatment of diseases such as diabetic retinopathy, myopia, age-related macular degeneration, glaucoma and keratoconus with distinct presentations, pathological characteristics and respon
Externí odkaz:
https://doaj.org/article/3e51be4384204b83a7a57f1a1dafec24
Autor:
Leo Anthony Celi, Jacqueline Cellini, Marie-Laure Charpignon, Edward Christopher Dee, Franck Dernoncourt, Rene Eber, William Greig Mitchell, Lama Moukheiber, Julian Schirmer, Julia Situ, Joseph Paguio, Joel Park, Judy Gichoya Wawira, Seth Yao, for MIT Critical Data
Publikováno v:
PLOS Digital Health, Vol 1, Iss 3, p e0000022 (2022)
BackgroundWhile artificial intelligence (AI) offers possibilities of advanced clinical prediction and decision-making in healthcare, models trained on relatively homogeneous datasets, and populations poorly-representative of underlying diversity, lim
Externí odkaz:
https://doaj.org/article/76b4d2b3d6a34ad8adad2334ae643a4d
Publikováno v:
BMC Ophthalmology, Vol 21, Iss 1, Pp 1-3 (2021)
Abstract Cho et al. report deep learning model accuracy for tilted myopic disc detection in a South Korean population. Here we explore the importance of generalisability of machine learning (ML) in healthcare, and we emphasise that recurrent underrep
Externí odkaz:
https://doaj.org/article/ebaf7f5b8d90407d8e2fdf919065dc02
Autor:
William Greig Mitchell, Rohit Pande, Tom Edward Robinson, Gabriel Davis Jones, Isabella Hou, Leo Anthony Celi
Publikováno v:
PLoS ONE, Vol 15, Iss 6, p e0234521 (2020)
ObjectivesTo examine the effect of weekend admission on short and long-term morbidity and mortality, for patients admitted to intensive care after suffering a cerebrovascular accident (stroke).Design, setting, and participantsA hospital-wide, retrosp
Externí odkaz:
https://doaj.org/article/88e5c202cc53469db06814bfffafcfb1
Autor:
Luis Filipe Nakayama, William Greig Mitchell, Skyler Shapiro, Alvina Pauline D. Santiago, Warachaya Phanphruk, Khumbo Kalua, Leo Anthony Celi, Caio Vinicius Saito Regatieri
Publikováno v:
BMJ Open Ophthalmology. 8:e001175
IntroductionIn ophthalmology, clinical trials (CTs) guide the treatment of diseases such as diabetic retinopathy, myopia, age-related macular degeneration, glaucoma and keratoconus with distinct presentations, pathological characteristics and respons
Autor:
Hao Wong, Mark E. Finnis, William Greig Mitchell, Rajaram Ramadoss, Adam M. Deane, Shailesh Bihari, Alex Brown
Publikováno v:
Medical Journal of Australia. 213:16-21
Objectives To assess long term outcomes for Aboriginal and Torres Strait Islander (Indigenous) Australians admitted non-electively to intensive care units (ICUs). Design Data linkage cohort study; analysis of ICU patient data (Australian and New Zeal
Publikováno v:
Current Diabetes Reports. 21
The strength of the relationship between diabetes, diabetic retinopathy (DR), and glaucoma remains controversial. We review evidence supporting and refuting this association and explore mechanistic pathological and treatment relationships linking the