[HTML][HTML] Application of uncertainty quantification to artificial intelligence in healthcare: A review of last decade (2013–2023)

S Seoni, V Jahmunah, M Salvi, PD Barua… - Computers in Biology …, 2023 - Elsevier
Uncertainty estimation in healthcare involves quantifying and understanding the inherent
uncertainty or variability associated with medical predictions, diagnoses, and treatment …

Uncertainty visualization: Concepts, methods, and applications in biological data visualization

D Weiskopf - Frontiers in Bioinformatics, 2022 - frontiersin.org
This paper provides an overview of uncertainty visualization in general, along with specific
examples of applications in bioinformatics. Starting from a processing and interaction …

[HTML][HTML] Scenario Design for Infectious Disease Projections: Integrating Concepts from Decision Analysis and Experimental Design

MC Runge, K Shea, E Howerton, K Yan, H Hochheiser… - Epidemics, 2024 - Elsevier
Across many fields, scenario modeling has become an important tool for exploring long-term
projections and how they might depend on potential interventions and critical uncertainties …

[HTML][HTML] Enhancing molecular visualization: Perceptual evaluation of line variables with application to uncertainty visualization

A Sterzik, N Lichtenberg, M Krone, D Baum… - Computers & …, 2023 - Elsevier
Data are often subject to some degree of uncertainty, whether aleatory or epistemic. This
applies both to experimental data acquired with sensors as well as to simulation data …

A framework for develo** a real-time lake phytoplankton forecasting system to support water quality management in the face of global change

CC Carey, RSD Calder, RJ Figueiredo, RB Gramacy… - Ambio, 2024 - Springer
Phytoplankton blooms create harmful toxins, scums, and taste and odor compounds and
thus pose a major risk to drinking water safety. Climate and land use change are increasing …

[HTML][HTML] An introduction to and survey of biological network visualization

H Ehlers, N Brich, M Krone, M Nöllenburg, J Yu… - Computers & …, 2025 - Elsevier
Biological networks describe complex relationships in biological systems, which represent
biological entities as vertices and their underlying connectivity as edges. Ideally, for a …

[HTML][HTML] Visual narratives to edutain against misleading visualizations in healthcare

A Shilo, RG Raidou - Computers & Graphics, 2024 - Elsevier
We propose an interactive game based on visual narratives to edutain, ie, to educate while
entertaining, broad audiences against misleading visualizations in healthcare. Uncertainty …