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ORCIDJay J. Pillai
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2020 – today
- 2023
[j11]Dengrong Jiang
, Peiying Liu, Zixuan Lin, Kaisha Hazel, George Pottanat, Emma Lucke, Abhay Moghekar, Jay J. Pillai, Hanzhang Lu:
MRI assessment of cerebral oxygen extraction fraction in the medial temporal lobe. NeuroImage 266: 119829 (2023)- [j10]Xirui Hou, Pengfei Guo, Puyang Wang, Peiying Liu, Doris D. M. Lin, Hongli Fan, Yang Li, Zhiliang Wei, Zixuan Lin, Dengrong Jiang, Jin Jin, Catherine Kelly, Jay J. Pillai, Judy Huang, Marco C. Pinho, Binu P. Thomas, Babu G. Welch, Denise C. Park, Vishal M. Patel, Argye E. Hillis, Hanzhang Lu:
Deep-learning-enabled brain hemodynamic mapping using resting-state fMRI. npj Digit. Medicine 6 (2023) - 2022
- [i4]Xirui Hou, Pengfei Guo, Puyang Wang, Peiying Liu, Doris D. M. Lin, Hongli Fan, Yang Li, Zhiliang Wei, Zixuan Lin, Dengrong Jiang, Jin Jin, Catherine Kelly, Jay J. Pillai, Judy Huang, Marco C. Pinho, Binu P. Thomas, Babu G. Welch, Denise C. Park, Vishal M. Patel, Argye E. Hillis, Hanzhang Lu:
Deep-learning-enabled Brain Hemodynamic Mapping Using Resting-state fMRI. CoRR abs/2204.11669 (2022) - 2021
- [j9]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) - [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 - [i3]Vishwa S. Parekh, Shuhao Lai, Vladimir Braverman, Jeff Leal, Steven Rowe, Jay J. Pillai, Michael A. Jacobs:
Cross-Domain Federated Learning in Medical Imaging. CoRR abs/2112.10001 (2021) - 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 - [i2]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)
2010 – 2019
- 2019
- [j8]Shruti Agarwal, Haris I. Sair, Sachin K. Gujar, Jun Hua, Hanzhang Lu, Jay J. Pillai:
Functional Magnetic Resonance Imaging Activation Optimization in the Setting of Brain Tumor-Induced Neurovascular Uncoupling Using Resting-State Blood Oxygen Level-Dependent Amplitude of Low Frequency Fluctuations. Brain Connect. 9(3): 241-250 (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 - [i1]Vishwa S. Parekh, John Laterra, Chetan Bettegowda, Alex E. Bocchieri, Jay J. Pillai, Michael A. Jacobs:
Multiparametric Deep Learning and Radiomics for Tumor Grading and Treatment Response Assessment of Brain Cancer: Preliminary Results. CoRR abs/1906.04049 (2019) - 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 - 2017
- [j7]Shruti Agarwal, Haris I. Sair, Jay J. Pillai:
The Resting-State Functional Magnetic Resonance Imaging Regional Homogeneity Metrics - Kendall's Coefficient of Concordance-Regional Homogeneity and Coherence-Regional Homogeneity - Are Valid Indicators of Tumor-Related Neurovascular Uncoupling. Brain Connect. 7(4): 228-235 (2017) - [j6]Shruti Agarwal, Hanzhang Lu, Jay J. Pillai:
Value of Frequency Domain Resting-State Functional Magnetic Resonance Imaging Metrics Amplitude of Low-Frequency Fluctuation and Fractional Amplitude of Low-Frequency Fluctuation in the Assessment of Brain Tumor-Induced Neurovascular Uncoupling. Brain Connect. 7(6): 382-389 (2017) - [j5]Maleeha F. Syed, Martin A. Lindquist, Jay J. Pillai, Shruti Agarwal, Sachin K. Gujar, Ann S. Choe, Brian Caffo, Haris I. Sair:
Dynamic Functional Connectivity States Between the Dorsal and Ventral Sensorimotor Networks Revealed by Dynamic Conditional Correlation Analysis of Resting-State Functional Magnetic Resonance Imaging. Brain Connect. 7(10): 635-642 (2017) - 2016
- [j4]Shruti Agarwal, Haris I. Sair, Raag D. Airan, Jun Hua, Craig K. Jones, Hye-Young Heo, Alessandro Olivi, Martin A. Lindquist, James J. Pekar, Jay J. Pillai:
Demonstration of Brain Tumor-Induced Neurovascular Uncoupling in Resting-State fMRI at Ultrahigh Field. Brain Connect. 6(4): 267-272 (2016) - [j3]Syed Hamza Waheed, Saeedeh Mirbagheri, Shruti Agarwal, Arash Kamali, Noushin Yahyavi-Firouz-Abadi, Ammar Chaudhry, Michael DiGianvittorio, Sachin K. Gujar, Jay J. Pillai, Haris I. Sair:
Reporting of Resting-State Functional Magnetic Resonance Imaging Preprocessing Methodologies. Brain Connect. 6(9): 663-668 (2016) - 2013
- [j2]Craig K. Jones, Alan J. Huang, Jiadi Xu, Richard A. E. Edden, Michael Schär, Jun Hua, Nikita Oskolkov, Domenico Zacà, Jinyuan Zhou, Michael T. McMahon, Jay J. Pillai, Peter C. M. van Zijl:
Nuclear Overhauser enhancement (NOE) imaging in the human brain at 7 T. NeuroImage 77: 114-124 (2013)
2000 – 2009
- 2003
- [j1]Jay J. Pillai, Julio M. Araque, Jerry D. Allison, Sankar Sethuraman, David W. Loring, Dharma Thiruvaiyaru, Claro B. Ison, Aparna Balan, Tom Lavin:
Functional MRI study of semantic and phonological language processing in bilingual subjects: preliminary findings☆. NeuroImage 19(3): 565-576 (2003)
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