DeforestVis: Behaviour Analysis of Machine Learning Models with Surrogate Decision Stumps
A Chatzimparmpas, RM Martins… - Computer Graphics …, 2024 - Wiley Online Library
As the complexity of machine learning (ML) models increases and their application in
different (and critical) domains grows, there is a strong demand for more interpretable and …
different (and critical) domains grows, there is a strong demand for more interpretable and …
Roses Have Thorns: Understanding the Downside of Oncological Care Delivery Through Visual Analytics and Sequential Rule Mining
Personalized head and neck cancer therapeutics have greatly improved survival rates for
patients, but are often leading to understudied long-lasting symptoms which affect quality of …
patients, but are often leading to understudied long-lasting symptoms which affect quality of …
Multi-Task Transformer Visualization to build Trust for Clinical Outcome Prediction
D Antweiler, F Gallusser, G Fuchs - 2023 Workshop on Visual …, 2023 - ieeexplore.ieee.org
Clinical decision support systems based on machine learning are a rising application in
healthcare. Early detection of deteriorating conditions provide the opportunity for medical …
healthcare. Early detection of deteriorating conditions provide the opportunity for medical …