Recommendations for the use of pediatric data in artificial intelligence and machine learning ACCEPT-AI

V Muralidharan, A Burgart, R Daneshjou… - NPJ Digital Medicine, 2023 - nature.com
ACCEPT-AI is a framework of recommendations for the safe inclusion of pediatric data in
artificial intelligence and machine learning (AI/ML) research. It has been built on …

Gender and retention patterns among US faculty

K Spoon, N LaBerge, KH Wapman, S Zhang… - Science …, 2023 - science.org
Women remain underrepresented among faculty in nearly all academic fields. Using a
census of 245,270 tenure-track and tenured professors at United States–based PhD …

The Black Lives Matter movement mitigates bias against racial minority actors

YW Lin, S Yang, W Han, JG Lu - Proceedings of the National Academy of …, 2024 - pnas.org
Watching movies is among the most popular entertainment and cultural activities. How do
viewers react when a movie sequel increases racial minority actors in the main cast …

A critical analysis of plant science literature reveals ongoing inequities

RA Marks, EJ Amézquita, S Percival… - Proceedings of the …, 2023 - pnas.org
The field of plant science has grown dramatically in the past two decades, but global
disparities and systemic inequalities persist. Here, we analyzed~ 300,000 papers published …

Gender rating gap in online reviews

A Bayerl, Y Dover, H Riemer, D Shapira - Nature Human Behaviour, 2024 - nature.com
Although online reviews are used by many people to make decisions, these reviews may be
biased. On the basis of 1.2 billion observations across five leading online review platforms …

Diversity of what? On the different conceptualizations of diversity in recommender systems

S Vrijenhoek, S Daniil, J Sandel, L Hollink - Proceedings of the 2024 …, 2024 - dl.acm.org
Diversity is a commonly known principle in the design of recommender systems, but also
ambiguous in its conceptualization. Through semi-structured interviews we explore how …

In the name of fairness: assessing the bias in clinical record de-identification

Y **ao, S Lim, TJ Pollard, M Ghassemi - … of the 2023 ACM Conference on …, 2023 - dl.acm.org
Data sharing is crucial for open science and reproducible research, but the legal sharing of
clinical data requires the removal of protected health information from electronic health …

Stop! in the name of flaws: Disentangling personal names and sociodemographic attributes in NLP

V Gautam, A Subramonian, A Lauscher… - arxiv preprint arxiv …, 2024 - arxiv.org
Personal names simultaneously differentiate individuals and categorize them in ways that
are important in a given society. While the natural language processing community has thus …

Structure, status, and span: gender differences in co-authorship networks across 16 region-subject pairs (2009–2013)

K Bunker Whittington, MM King, I Cingolani - Scientometrics, 2024 - Springer
Global and team science approaches are on the rise, as is attention to the network
underpinnings of gender disparities in scientific collaboration. Many network studies of …

The gender agency gap in fiction writing (1850 to 2010)

O Stuhler - Proceedings of the National Academy of Sciences, 2024 - pnas.org
Works of fiction play a crucial role in the production of cultural stereotypes. Concerning
gender, a widely held presumption is that many such works ascribe agency to men and …