A translational perspective towards clinical AI fairness

A translational perspective towards clinical AI fairness

Abstract Artificial intelligence (AI) has demonstrated the ability to extract insights from data, but the fairness of such data-driven insights remains a concern in high-stakes fields. Despite extensive developments, issues of AI fairness in clinical contexts have not been adequately addressed. A fa...

Disgrifiad llawn

Manylion Llyfryddiaeth
Prif Awduron:	Mingxuan Liu, Yilin Ning, Salinelat Teixayavong, Mayli Mertens, Jie Xu, Daniel Shu Wei Ting, Lionel Tim-Ee Cheng, Jasmine Chiat Ling Ong, Zhen Ling Teo, Ting Fang Tan, Narrendar RaviChandran, Fei Wang, Leo Anthony Celi, Marcus Eng Hock Ong, Nan Liu
Fformat:	Erthygl
Iaith:	English
Cyhoeddwyd:	Nature Portfolio 2023-09-01
Cyfres:	npj Digital Medicine
Mynediad Ar-lein:	https://doi.org/10.1038/s41746-023-00918-4

Eitemau Tebyg

The next generation of healthcare ecosystem in the metaverse
gan: Yong Li, et al.
Cyhoeddwyd: (2024-06-01)

Conformable Electrode Arrays for Wearable Neuroprostheses
gan: Narrendar RaviChandran, et al.
Cyhoeddwyd: (2023-03-01)

AI and machine learning in resuscitation: Ongoing research, new concepts, and key challenges
gan: Yohei Okada, et al.
Cyhoeddwyd: (2023-09-01)

Improved interpretable machine learning emergency department triage tool addressing class imbalance
gan: Clarisse SJ Look, et al.
Cyhoeddwyd: (2024-05-01)

AI Models to Assist Vancomycin Dosage Titration
gan: Zhiyu Wang, et al.
Cyhoeddwyd: (2022-02-01)

Explainable artificial intelligence in emergency medicine: an overview
gan: Yohei Okada, et al.
Cyhoeddwyd: (2023-12-01)

Body-Powered and Portable Soft Hydraulic Actuators as Prosthetic Hands
gan: Sivakumar Kandasamy, et al.
Cyhoeddwyd: (2022-07-01)

Operationalising fairness in medical algorithms
gan: Leo Anthony Celi, et al.
Cyhoeddwyd: (2022-02-01)

Management of disputes in the construction industry
gan: Sng, Hock Ling., et al.
Cyhoeddwyd: (2008)

A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study
gan: Yilin Ning, et al.
Cyhoeddwyd: (2022-06-01)

A novel interpretable machine learning system to generate clinical risk scores: An application for predicting early mortality or unplanned readmission in a retrospective cohort study.
gan: Yilin Ning, et al.
Cyhoeddwyd: (2022-06-01)

Computer assisted design procedure of water tube boilers /
gan: 318313 Ong, Eng Hock
Cyhoeddwyd: (1990)

Computer assisted procedure of water tube boilers / [mikrofilem]
gan: 318313 Ong, Eng Hock

Factors influencing young consumers of quick service food restaurants in Singapore.
gan: Lim, Tze Yee., et al.
Cyhoeddwyd: (2008)

Fairness metrics for health AI: we have a long way to go
gan: Amarachi B. Mbakwe, et al.
Cyhoeddwyd: (2023-04-01)

Equity in essence: a call for operationalising fairness in machine learning for healthcare
gan: Leo Anthony Celi, et al.
Cyhoeddwyd: (2021-03-01)

Trust or fairness is more important:research on the mechanism of contract risk allocation inducing contractor to consummate performance behavior
gan: Qing Lin, et al.
Cyhoeddwyd: (2023-09-01)

Novel artificial intelligence algorithms for diabetic retinopathy and diabetic macular edema
gan: Jie Yao, et al.
Cyhoeddwyd: (2024-06-01)

Equity in essence: a call for operationalising fairness in machine learning for healthcare
gan: Wawira Gichoya, Judy, et al.
Cyhoeddwyd: (2021)

A universal AutoScore framework to develop interpretable scoring systems for predicting common types of clinical outcomes
gan: Feng Xie, et al.
Cyhoeddwyd: (2023-06-01)

Online music distribution : are we ready for it?
gan: Liu, Suling., et al.
Cyhoeddwyd: (2008)

Pediatric head injury: a pain for the emergency physician?
gan: Shu-Ling Chong, et al.
Cyhoeddwyd: (2015-03-01)

It is green, but is it fair? Investigating consumers’ fairness perception of green service offerings
gan: Yuen, Kum Fai, et al.
Cyhoeddwyd: (2018)

Heat-related illness in Singapore: Descriptive analysis of a tertiary care center from 2008 to 2020
gan: Yohei Okada, et al.
Cyhoeddwyd: (2024-02-01)

A Systematic Review of ‘Fair’ AI Model Development for Image Classification and Prediction
gan: Correa, Ramon, et al.
Cyhoeddwyd: (2022)

Methods of procurement and management of retrofitting projects
gan: Lam, Ee Mun, et al.
Cyhoeddwyd: (2009)

Neutral is not fair enough: testing the efficiency of different language gender-fair strategies
gan: Elsa Spinelli, et al.
Cyhoeddwyd: (2023-09-01)

Teaching leadership at University : learner centred vs. teacher centred approaches.
gan: Ong, Wei Ling., et al.
Cyhoeddwyd: (2012)

Recurrent Amplification at 13q34 Targets at CUL4A, IRS2, and TFDP1 As an Independent Adverse Prognosticator in Intrahepatic Cholangiocarcinoma.
gan: Ting-Ting Liu, et al.
Cyhoeddwyd: (2015-01-01)

Relationship of IPO public share allocation with adjusted return and trading volume.
gan: Cheng, Mei Ling., et al.
Cyhoeddwyd: (2008)

The concept of true and fair view
gan: Chin, Selina Lu Huey, et al.
Cyhoeddwyd: (2014)

Faire faire ou faire avec ?
gan: Christine Martin, et al.
Cyhoeddwyd: (2023-08-01)

Cardiac activity detection : a fast prototyping approach with health safety considerations
gan: Guo, Xufeng, et al.
Cyhoeddwyd: (2013)

Science and technology education in Malaysian Universities /
gan: Ong, Augustine Soon-Hock, 1934-, et al.
Cyhoeddwyd: (1983)

Prediction of adverse cardiac events in emergency department patients with chest pain using machine learning for variable selection
gan: Liu, Nan, et al.
Cyhoeddwyd: (2014)

Fair and lovely : the effects of mass media and interpersonal communication on college women's desire for fair-skinned apprearance.
gan: Chay, Yuen Ting., et al.
Cyhoeddwyd: (2009)

China's WTO accession : a tax perspective.
gan: Lee, Wei Hock., et al.
Cyhoeddwyd: (2008)

Competence and Assessment: Meeting the Needs of Accuracy and Fairness
gan: Sarah Jung, PhD, et al.
Cyhoeddwyd: (2024-06-01)

The proposed Fair Trading Act in Singapore.
gan: Kirk, Keng Chong., et al.
Cyhoeddwyd: (2008)

Attractiveness of container shipping as an investment asset class - perspective from an equity investor with investment horizon of 5 years
gan: Ong, Jasmine
Cyhoeddwyd: (2022)