Publication

First author peer-reviewed articles

Cai, Z., von Ellenrieder, N., Koupparis, A., Khoo, H. M., Ikemoto, S., Tanaka, M., Abdallah, C., Rammal, S., Dubeau, F., & Gotman, J. Estimation of fMRI responses related to epileptic discharges using Bayesian hierarchical modeling. Human Brain Mapping (2023).

Cai, Z., Pellegrino, G., Lina, J.-M., Benali, H., & Grova, C. Hierarchical Bayesian modeling of the relationship between task-related hemodynamic responses and cortical excitability. Human Brain Mapping (2023).

Cai Z, Pellegrino G, Spilkin A, Delaire E, Uji M, Abdallah C, Lina J, Fecteau S, Grova C. Hemodynamic correlates of fluctuations in neuronal excitability: A simultaneous Paired Associative Stimulation (PAS) and functional near infra-red spectroscopy (fNIRS) study. Neuroimage: Reports (2022).

Cai Z, Machado A, Chowdhury RA, Spilkin A, Vincent T, Aydin Ü, Pellegrino G, Lina J-M, Grova C. Diffuse optical reconstructions of functional near infrared spectroscopy data using maximum entropy on the mean. Scientific Reports (2022).

Cai Z, Uji M, Aydin Ü, Pellegrino G, Spilkin A, Delaire É, Abdallah C, Lina J, Grova C. Evaluation of a personalized functional near infra-red optical tomography workflow using maximum entropy on the mean.Human Brain Mapping (2021).

Other peer-reviewed articles

Belasso, C. J., Cai, Z., Bezgin, G., Pascoal, T., Stevenson, J., Rahmouni, N., Tissot, C., Lussier, F., Rosa-Neto, P., Soucy, J.-P., Rivaz, H., & Benali, H. Bayesian workflow for the investigation of hierarchical classification models from tau-PET and structural MRI data across the Alzheimer’s disease spectrum. Frontiers in Aging Neuroscience (2023).

Afnan, J., von Ellenrieder, N., Lina, J.-M., Pellegrino, G., Arcara, G., Cai, Z., Hedrich, T., Abdallah, C., Khajehpour, H., Frauscher, B., Gotman, J., & Grova, C. Validating MEG source imaging of resting state oscillatory patterns with an intracranial EEG atlas. NeuroImage (2023).

A Machado, Z Cai, T Vincent, G Pellegrino, J-M Lina, E Kobayashi, C Grova. Deconvolution of hemodynamic responses along the cortical surface using personalized functional near infrared spectroscopy. Scientific Reports (2021).

A Machado, Z Cai, T Vincent, G Pellegrino, J-M Lina, E Kobayashi, C Grova. Deconvolution of hemodynamic responses along the cortical surface using personalized functional near infrared spectroscopy. Scientific Reports (2021).

A. Machadoa, Z. Cai, G. Pellegrinoa, O. Marcottee, T. Vincent, J-M. Lina, E. Kobayashi, C. Grova. Optimal positioning of optodes on the scalp for personalized functional near-infrared spectroscopy investigations. Journal of Neuroscience Methods (2018).

Roberta Vasta, Antonio Cerasa, Vera Gramigna, Antonio Augimeri, Giuseppe Olivadese, Giovanni Pellegrino, Iolanda Martino, Alexis Machado, Zhengchen Cai, Manuela Caracciolo, Christophe Grova, Aldo Quattrone. The movement time analyser task investigated with functional near infrared spectroscopy: an ecologic approach for measuring hemodynamic response in the motor system. Aging Clinical and Experimental Research (2016).

Shaoliang Wang, Zhengchen Cai, Cunlu Xu, “Classification for Alzheimer's disease based on SVM using a spatial texture feature of cortical thickness.” The 10th ICCWAMTIP, December 17-19, 2013 in Chengdu, China. Peer-reviewed papers (4 pages articles)

Open-source software

Thomas Vincent, Zhengchen Cai, Alexis Machado, Edouard Delaire, Robert Stojan, Louis Bherer, Jean-Marc Lina, Christophe Grova. NIRSTORM - A Brainstorm plugin for fNIRS data analysis.