Isabell Lehmann

According to our database, Isabell Lehmann authored at least 6 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

A Comprehensive Guide to Multiset Canonical Correlation Analysis and Its Application to Joint Blind Source Separation.

Isabell Lehmann, Ben Gabrielson, Tanuj Hasija, Tülay Adali

IEEE Trans. Signal Process., 2026

2024

An Efficient Analytic Solution for Joint Blind Source Separation.

Ben Gabrielson, Mohammad Abu Baker Siddique Akhonda, Isabell Lehmann, Tülay Adali

IEEE Trans. Signal Process., 2024

Identifying the Relationship Structure Among Multiple Datasets Using Independent Vector Analysis: Application to Multi-Task fMRI Data.

Isabell Lehmann, Tanuj Hasija, Ben Gabrielson, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Tülay Adali

IEEE Access, 2024

2023

Coupled CP Tensor Decomposition with Shared and Distinct Components for Multi-Task Fmri Data Fusion.

R. A. Borsoi, Isabell Lehmann, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Konstantin Usevich, David Brie, Tülay Adali

Proceedings of the IEEE International Conference on Acoustics, 2023

Deriving 3D Functional Brain Regions from Multi-Slice Functional Ultrasound Data Using ICA and IVA.

Isabell Lehmann, Tülay Adali, Pieter Kruizinga, Borbála Hunyadi

Proceedings of the 57th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2023, Pacific Grove, CA, USA, October 29, 2023

2022

Multi-Task fMRI Data Fusion Using IVA and PARAFAC2.

Isabell Lehmann, Evrim Acar, Tanuj Hasija, Mohammad A. B. S. Akhonda, Vince D. Calhoun, Peter J. Schreier, Tülay Adali

Proceedings of the IEEE International Conference on Acoustics, 2022