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Automated eloquent cortex localization in brain tumor patients using multi-task graph neural networks

https://doi.org/10.1016/j.media.2021.102203

Nandakumar, Naresh; Manzoor, Komal; Agarwal, Shruti; Pillai, Jay J.; Gujar, Sachin K.; Sair, Haris I.; Venkataraman, Archana (December 2021, Medical Image Analysis)

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A Multi-scale Spatial and Temporal Attention Network on Dynamic Connectivity to Localize the Eloquent Cortex in Brain Tumor Patients

https://doi.org/10.1007/978-3-030-78191-0_19

Nandakumar, Naresh; Manzoor, Komal; Agarwal, Shruti; Pillai, Jay J.; Gujar, Sachin K.; Sair, Haris I.; Venkataraman, Archana (June 2021, IPMI: Information Processing in Medical Imaging)

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A Novel Graph Neural Network to Localize Eloquent Cortex in Brain Tumor Patients from Resting-State fMRI Connectivity

Nandakumar, Naresh; Manzoor, Komal; Pillai, J.J.; Gujar, Sachin K.; Sair, Haris I.; Venkataraman, Archana (October 2019, International Workshop on Connectomics in Neuroimaging)

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