Defining Patient Specific Functional Parcellations in Lesional Cohorts via Markov Random Fields. - Naresh Nandakumar; Niharika Shimona D'Souza; Jeff Craley; Komal Manzoor; Jay J. Pillai; Sachin K. Gujar; Haris I. Sair; Archana Venkataraman (CNI@MICCAI, 2018)

A Novel Graph Neural Network to Localize Eloquent Cortex in Brain Tumor Patients from Resting-State fMRI Connectivity. - Naresh Nandakumar; Komal Manzoor; Jay J. Pillai; Sachin K. Gujar; Haris I. Sair; Archana Venkataraman (CNI@MICCAI, 2019)

A Multi-task Deep Learning Framework to Localize the Eloquent Cortex in Brain Tumor Patients Using Dynamic Functional Connectivity. - Naresh Nandakumar; Niharika Shimona D'Souza; Komal Manzoor; Jay J. Pillai; Sachin K. Gujar; Haris I. Sair; Archana Venkataraman (MLCN/RNO-AI@MICCAI, 2020)

A Multi-scale Spatial and Temporal Attention Network on Dynamic Connectivity to Localize the Eloquent Cortex in Brain Tumor Patients. - Naresh Nandakumar; Komal Manzoor; Shruti Agarwal; Jay J. Pillai; Sachin K. Gujar; Haris I. Sair; Archana Venkataraman (IPMI, 2021)

Automated eloquent cortex localization in brain tumor patients using multi-task graph neural networks. - Naresh Nandakumar; Komal Manzoor; Shruti Agarwal; Jay J. Pillai; Sachin K. Gujar; Haris I. Sair; Archana Venkataraman (Medical Image Anal., 2021)

RefineNet: An Automated Framework to Generate Task and Subject-Specific Brain Parcellations for Resting-State fMRI Analysis. - Naresh Nandakumar; Komal Manzoor; Shruti Agarwal; Haris I. Sair; Archana Venkataraman (MICCAI (1), 2022)