271 citations
- Technische Universität DresdenDE5 papers
- Max Planck SocietyDE4 papers
- University College LondonGB4 papers
- Center for Scalable Data Analytics and Artificial IntelligenceDE3 papers
- Heinrich Heine University DüsseldorfDE3 papers
- Leipzig UniversityDE3 papers
- Ludwig-Maximilians-Universität MünchenDE3 papers
- Technical University of MunichDE3 papers
- University Medical Center Hamburg-EppendorfDE3 papers
- University of LausanneCH3 papers
- Boston UniversityUS2 papers
- Centre Hospitalier Universitaire Sainte-JustineCA2 papers
Showing 2022Show all
3 papers · 1 filter
cs.LG2022★ 17 cited
Disentangled Explanations of Neural Network Predictions by Finding Relevant Subspaces
Pattarawat Chormai, Jan Herrmann, Klaus-Robert Müller +1
Explainable AI aims to overcome the black-box nature of complex ML models like neural networks by generating explanations for their predictions. Explanations often take the form of…
q-bio.NC2022★ 6 cited
Focal and Connectomic Mapping of Transiently Disrupted Brain Function
Michael S. Elmalem, Hanna Moody, James K. Ruffle +5
The distributed nature of the neural substrate, and the difficulty of establishing necessity from correlative data, combine to render the mapping of brain function a far harder tas…
physics.med-ph2022★ 36 cited
MP-PCA denoising for diffusion MRS data: promises and pitfalls
Jessie Mosso, Dunja Simicic, Cristina Cudalbu +1
Diffusion-weighted (DW) magnetic resonance spectroscopy (MRS) suffers from a lower signal to noise ratio (SNR) compared to conventional MRS owing to the addition of diffusion atten…