Extending the nested model for user-centric xai: A design study on gnn-based drug repurposing

Q Wang, K Huang, P Chandak, M Zitnik… - … on Visualization and …, 2022 - ieeexplore.ieee.org
Whether AI explanations can help users achieve specific tasks efficiently (ie, usable
explanations) is significantly influenced by their visual presentation. While many techniques …

Threadstates: State-based visual analysis of disease progression

Q Wang, T Mazor, TA Harbig, E Cerami… - … on Visualization and …, 2021 - ieeexplore.ieee.org
A growing number of longitudinal cohort studies are generating data with extensive patient
observations across multiple timepoints. Such data offers promising opportunities to better …

Immune ULBP1 is elevated in colon adenocarcinoma and predicts prognosis

GT Ruan, HL **e, LC Zhu, YZ Ge, L Yan, C Liao… - Frontiers in …, 2022 - frontiersin.org
Background: Colon adenocarcinoma (COAD) is still the main cause of cancer deaths
worldwide. Although immunotherapy has made progress in recent years, there is still a need …

Assessing the quality of YouTube's incontinence information after cancer surgery: An innovative graphical analysis

AM Rodriguez-Rodriguez, M De la Fuente-Costa… - Healthcare, 2024 - mdpi.com
Background: Prostate and colorectum cancers rank among the most common cancers, and
incontinence is a significant postsurgical issue affecting the physical and psychological well …

Opening access to visual exploration of audiovisual digital biomarkers: an opendbm analytics tool

C Floricel, J Epifano, S Caamano, S Kark… - arxiv preprint arxiv …, 2022 - arxiv.org
Digital biomarkers (DBMs) are a growing field and increasingly tested in the therapeutic
areas of psychiatric and neurodegenerative disorders. Meanwhile, isolated silos of …

SG-RAD: A Visual Analytics System in Subgroup and Risk Factors Analysis and Discovery

N Josephine, YJ Lee, PC Chang… - 2024 IEEE 17th …, 2024 - ieeexplore.ieee.org
Subgroup studies can help identify risk factors that influence a detailed subpopulation of
people and help provide insights into precision medicine. However, the complexity between …

[PDF][PDF] Towards Usable Explanations: Extending the Nested Model of Visualization Design for User-Centric XAI

Q Wang, K Huang, P Chandak, M Zitnik, N Gehlenborg - files.osf.io
Whether AI explanations can help users achieve specific tasks efficiently (ie, usable
explanations) is significantly influenced by their visual presentation. While many techniques …