Co-designing checklists to understand organizational challenges and opportunities around fairness in AI

MA Madaio, L Stark, J Wortman Vaughan… - Proceedings of the 2020 …, 2020 - dl.acm.org
Many organizations have published principles intended to guide the ethical development
and deployment of AI systems; however, their abstract nature makes them difficult to …

Cognitive bias in clinical medicine

ED O'Sullivan, SJ Schofield - Journal of the Royal College of …, 2018 - journals.sagepub.com
Cognitive bias is increasingly recognised as an important source of medical error, and is
both ubiquitous across clinical practice yet incompletely understood. This increasing …

Exploring how machine learning practitioners (try to) use fairness toolkits

WH Deng, M Nagireddy, MSA Lee, J Singh… - Proceedings of the …, 2022 - dl.acm.org
Recent years have seen the development of many open-source ML fairness toolkits aimed
at helping ML practitioners assess and address unfairness in their systems. However, there …

An institutional view of algorithmic impact assessments

AD Selbst - Harv. JL & Tech., 2021 - HeinOnline
Scholars and advocates have proposed algorithmic impact assessments (" AIAs") as a
regulatory strategy for addressing and correcting algorithmic harms. An AIA-based …

Cognitive and system factors contributing to diagnostic errors in radiology

CS Lee, PG Nagy, SJ Weaver… - American Journal of …, 2013 - Am Roentgen Ray Soc
OBJECTIVE. In this article, we describe some of the cognitive and system-based sources of
detection and interpretation errors in diagnostic radiology and discuss potential approaches …

[图书][B] Exploiting linked data and knowledge graphs in large organisations

JZ Pan, G Vetere, JM Gomez-Perez, H Wu - 2017 - Springer
A few years after Google announced that their 'Knowledge Graph'would have allowed
searching for things, not strings, 1 knowledge graphs start entering information retrieval …

A systematic review of the effectiveness, compliance, and critical factors for implementation of safety checklists in surgery

A Borchard, DLB Schwappach, A Barbir… - Annals of …, 2012 - journals.lww.com
Objective: A systematic literature review was conducted to assess the effectiveness of,
compliance with, and critical factors for the implementation of safety checklists in surgery …

A user's guide to debiasing

JB Soll, KL Milkman, JW Payne - The Wiley Blackwell …, 2015 - Wiley Online Library
Summary Judgment and decision making researchers have produced many insights to
improve the capacity to decide. Decades of research have yielded an array of debiasing …

Hot spots policing: What we know and what we need to know

D Weisburd, CW Telep - Journal of Contemporary Criminal …, 2014 - journals.sagepub.com
After reviewing the evidence regarding the general effectiveness of hot spots policing (what
we know), we focus on areas where new knowledge must be developed (what we need to …

Community disaster resilience and the rural resilience index

RS Cox, M Hamlen - American Behavioral Scientist, 2015 - journals.sagepub.com
This article describes the development and field testing of the Rural Resilience Index (RRI),
an applied disaster resilience assessment index for use in rural and remote communities …