Digital Spatial Pathway Mapping Reveals Prognostic Tumor States in Head and Neck Cancer
bioRxiv, 2025
J. Hense*, M. Jamshidi Idaji*, et al.
Selected Publications
You can find a full list of my articles on my Google Scholar profile
AI in oncology
xMIL: Insightful Explanations for Multiple Instance Learning in Histopathology
NeurIPS, 2024
J. Hense*, M. Jamshidi Idaji*, et al.
NeuroImaging ML Method developement
During my PhD research, I worked on developing and benchmarking multivariate ML methods and bfor analyzing brain time-series.
Sensorimotor brain–computer interface performance depends on signal-to-noise ratio but not connectivity of the mu rhythm in a multiverse analysis of longitudinal data
J Neuroengineering, 2024
N. Kapralov, M. Jamshidi Idaji, et al.
Harmoni: A method for eliminating spurious interactions due to the harmonic components in neuronal data
NeuroImage, 2022
M. Jamshidi Idaji, J. Zhang, T. Stephani, G. Nolte, K. R. Müller, A. Villringer, V.V. Nikulin
Oscillatory Source Tensor Discriminant Analysis (OSTDA): a regularized tensor pipeline for SSVEP-based BCI systems
Neurocomputing, 2021
T. Jorajuría*, M. Jamshidi Idaji*, Z. İşcan, M. Gómez, V.V. Nikulin, C. Vidaurre (*Both authors contributed equally.)
Nonlinear Interaction Decomposition (NID): A Method for Separation of Cross-frequency Coupled Sources in Human Brain
NeuroImage, 2020
M. Jamshidi Idaji, K.R. Müller, G. Nolte, B. Maess, A. Villringer, V.V. Nikulin
Higher order spectral regression discriminant analysis (HOSRDA): A tensor feature reduction method for ERP detection
Pattern Recognition, 2017
M. Jamshidi Idaji, M.B. Shamsollahi, S. Hajipour Sardoui