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Naresh Nandakumar
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Journal Articles
- 2023
- [j2]Naresh Nandakumar, David Hsu
, Raheel Ahmed, Archana Venkataraman
:
DeepEZ: A Graph Convolutional Network for Automated Epileptogenic Zone Localization From Resting-State fMRI Connectivity. IEEE Trans. Biomed. Eng. 70(1): 216-227 (2023) - 2021
- [j1]Naresh Nandakumar, Komal Manzoor, Shruti Agarwal, Jay J. Pillai
, Sachin K. Gujar, Haris I. Sair, Archana Venkataraman:
Automated eloquent cortex localization in brain tumor patients using multi-task graph neural networks. Medical Image Anal. 74: 102203 (2021)
Conference and Workshop Papers
- 2024
- [c7]Naresh Nandakumar, David Hsu, Raheel Ahmed, Archana Venkataraman:
A Deep Learning Framework To Characterize Noisy Labels In Epileptogenic Zone Localization Using Functional Connectivity. ISBI 2024: 1-5 - 2023
- [c6]Naresh Nandakumar, David Hsu, Raheel Ahmed, Archana Venkataraman:
A Deep Learning Framework to Localize the Epileptogenic Zone from Dynamic Functional Connectivity Using a Combined Graph Convolutional and Transformer Network. ISBI 2023: 1-5 - 2022
- [c5]Naresh Nandakumar, Komal Manzoor, Shruti Agarwal, Haris I. Sair, Archana Venkataraman:
RefineNet: An Automated Framework to Generate Task and Subject-Specific Brain Parcellations for Resting-State fMRI Analysis. MICCAI (1) 2022: 315-325 - 2021
- [c4]Naresh Nandakumar, Komal Manzoor, Shruti Agarwal, Jay J. Pillai
, Sachin K. Gujar, Haris I. Sair, Archana Venkataraman:
A Multi-scale Spatial and Temporal Attention Network on Dynamic Connectivity to Localize the Eloquent Cortex in Brain Tumor Patients. IPMI 2021: 241-252 - 2020
- [c3]Naresh Nandakumar, Niharika Shimona D'Souza, Komal Manzoor, Jay J. Pillai, Sachin K. Gujar, Haris I. Sair, Archana Venkataraman:
A Multi-task Deep Learning Framework to Localize the Eloquent Cortex in Brain Tumor Patients Using Dynamic Functional Connectivity. MLCN/RNO-AI@MICCAI 2020: 34-44 - 2019
- [c2]Naresh Nandakumar, Komal Manzoor, Jay J. Pillai, Sachin K. Gujar, Haris I. Sair, Archana Venkataraman:
A Novel Graph Neural Network to Localize Eloquent Cortex in Brain Tumor Patients from Resting-State fMRI Connectivity. CNI@MICCAI 2019: 10-20 - 2018
- [c1]Naresh Nandakumar, Niharika Shimona D'Souza, Jeff Craley, Komal Manzoor, Jay J. Pillai, Sachin K. Gujar, Haris I. Sair, Archana Venkataraman:
Defining Patient Specific Functional Parcellations in Lesional Cohorts via Markov Random Fields. CNI@MICCAI 2018: 88-98
Informal and Other Publications
- 2020
- [i1]Naresh Nandakumar, Niharika Shimona D'Souza, Komal Manzoor, Jay J. Pillai, Sachin K. Gujar, Haris I. Sair, Archana Venkataraman:
A Multi-Task Deep Learning Framework to Localize the Eloquent Cortex in Brain Tumor Patients Using Dynamic Functional Connectivity. CoRR abs/2011.08813 (2020)
Coauthor Index
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