Designing explainable AI to improve human-AI team performance: a medical stakeholder-driven scoping review
The rise of complex AI systems in healthcare and other sectors has led to a growing area of
research called Explainable AI (XAI) designed to increase transparency. In this area …
research called Explainable AI (XAI) designed to increase transparency. In this area …
[HTML][HTML] Deceased donor characteristics and kidney transplant outcomes
A Sharif - Transplant International, 2022 - frontierspartnerships.org
Kidney transplantation is the therapy of choice for people living with kidney failure who are
suitable for surgery. However, the disparity between supply versus demand for organs …
suitable for surgery. However, the disparity between supply versus demand for organs …
[HTML][HTML] Kidney transplants from elderly donors: what we have learned 20 years after the Crystal City consensus criteria meeting
A Mella, R Calvetti, A Barreca, G Congiu… - Journal of …, 2024 - Springer
Based on the current projection of the general population and the combined increase in end-
stage kidney disease with age, the number of elderly donors and recipients is increasing …
stage kidney disease with age, the number of elderly donors and recipients is increasing …
Kidney utility and futility
RJ Stratta - Clinical Transplantation, 2022 - Wiley Online Library
Abstract Changes in kidney allocation coupled with the COVID‐19 pandemic have placed
tremendous strain on current systems of organ distribution and logistics. Although the …
tremendous strain on current systems of organ distribution and logistics. Although the …
Identify hard-to-place kidneys for early engagement in accelerated placement with a deep learning optimization approach
Recommended practices that follow match-run sequences for hard-to-place kidneys
succumb to many declines, accruing cold ischemic time and exacerbating kidney quality that …
succumb to many declines, accruing cold ischemic time and exacerbating kidney quality that …
Complex System Methodology for Meta Architecture optimization of the Kidney Transplant System of Systems
The demand for kidney transplants is growing and far outweighs the supply of kidneys. With
approximately 20 percent of kidneys discarded each year, there is an opportunity to develop …
approximately 20 percent of kidneys discarded each year, there is an opportunity to develop …
Computational Intelligence Approach to SoS Architecting and Analysis
Summary “System‐of‐Systems”(SoS) is an emerging and essential multidisciplinary area of
systems engineering impacting various systems across multiple disciplines. SoS are difficult …
systems engineering impacting various systems across multiple disciplines. SoS are difficult …
Towards Inclusive Fairness Evaluation via Eliciting Disagreement Feedback from Non-Expert Stakeholders
M Telukunta, VSS Nadendla - arXiv preprint arXiv:2304.03801, 2023 - arxiv.org
Traditional algorithmic fairness notions rely on label feedback, which can only be elicited
from expert critics. However, in most practical applications, several non-expert stakeholders …
from expert critics. However, in most practical applications, several non-expert stakeholders …
System-of-Systems Approach for Improving Quality of Kidney Transplant Decision-Making Support for Transplant Surgeons
An AI-powered decision-making tool is being developed to aid transplant surgeons in
evaluating an existing deep-learning model. The goal is to improve the quality of decision …
evaluating an existing deep-learning model. The goal is to improve the quality of decision …
A Use Case for Developing Meta Architectures with Artificial Intelligence and Agent Based Simulation in the Kidney Transplant Complex System of Systems
The gap between the demand for kidneys and the supply of kidneys keeps growing by
approximately six percent per year. There is an opportunity to utilize discarded kidneys, with …
approximately six percent per year. There is an opportunity to utilize discarded kidneys, with …