5 citations · 5 across the 3 of their papers we have counts for
3 papers
Do emulated quantum circuits change what CNNs look at? Performance and explainability comparison in medical image classification
Guillermo Rubiños Rodríguez, Martín Ottavianelli, Mateo Alonso +4
Numerous studies have analyzed the use of hybrid quantum-classical convolutional neural networks as a promising alternative to classical deep learning. However, network components…
Multimodal Ordinal Modeling of Alzheimer's Disease Severity Using Structural MRI and Clinical Data
Boris-Stephan Rauchmann, Jonathan Laib, Buse Ercik +2
Neurodegenerative diseases such as Alzheimer's disease (AD) require accurate and scalable tools for assessing disease severity, yet current clinical staging remains time-intensive…
Improving 3D convolutional neural network comprehensibility via interactive visualization of relevance maps: Evaluation in Alzheimer's disease
Martin Dyrba, Moritz Hanzig, Slawek Altenstein +37
Background: Although convolutional neural networks (CNN) achieve high diagnostic accuracy for detecting Alzheimer's disease (AD) dementia based on magnetic resonance imaging (MRI)…