Adaptive computation offloading and resource allocation strategy in a mobile edge computing environment
Tong, Zhao, Deng, Xiaomei, Ye, Feng, Basodi, Sunitha, Xiao, Xueli, Pan, Yi
Published in Information sciences (01.10.2020)
Published in Information sciences (01.10.2020)
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Journal Article
A survey on algorithms for intelligent computing and smart city applications
Tong, Zhao, Ye, Feng, Yan, Ming, Liu, Hong, Basodi, Sunitha
Published in Big Data Mining and Analytics (01.09.2021)
Published in Big Data Mining and Analytics (01.09.2021)
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Journal Article
Gradient amplification: An efficient way to train deep neural networks
Basodi, Sunitha, Ji, Chunyan, Zhang, Haiping, Pan, Yi
Published in Big Data Mining and Analytics (01.09.2020)
Published in Big Data Mining and Analytics (01.09.2020)
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Journal Article
Analysis of heterogeneous genomic samples using image normalization and machine learning
Basodi, Sunitha, Baykal, Pelin Icer, Zelikovsky, Alex, Skums, Pavel, Pan, Yi
Published in BMC genomics (21.12.2020)
Published in BMC genomics (21.12.2020)
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Journal Article
Multivariate time series dataset for space weather data analytics
Angryk, Rafal A., Martens, Petrus C., Aydin, Berkay, Kempton, Dustin, Mahajan, Sushant S., Basodi, Sunitha, Ahmadzadeh, Azim, Cai, Xumin, Filali Boubrahimi, Soukaina, Hamdi, Shah Muhammad, Schuh, Michael A., Georgoulis, Manolis K.
Published in Scientific data (10.07.2020)
Published in Scientific data (10.07.2020)
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Journal Article
Enhancing collaborative neuroimaging research: introducing COINSTAC Vaults for federated analysis and reproducibility
Martin, Dylan, Basodi, Sunitha, Panta, Sandeep, Rootes-Murdy, Kelly, Prae, Paul, Sarwate, Anand D, Kelly, Ross, Romero, Javier, Baker, Bradley T, Gazula, Harshvardhan, Bockholt, Jeremy, Turner, Jessica A, Esper, Nathalia B, Franco, Alexandre R, Plis, Sergey, Calhoun, Vince D
Published in Frontiers in neuroinformatics (19.06.2023)
Published in Frontiers in neuroinformatics (19.06.2023)
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Journal Article
Decentralized Mixed Effects Modeling in COINSTAC
Basodi, Sunitha, Raja, Rajikha, Gazula, Harshvardhan, Romero, Javier Tomas, Panta, Sandeep, Maullin-Sapey, Thomas, Nichols, Thomas E., Calhoun, Vince D.
Published in Neuroinformatics (Totowa, N.J.) (01.04.2024)
Published in Neuroinformatics (Totowa, N.J.) (01.04.2024)
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Journal Article
Decentralized Brain Age Estimation Using MRI Data
Basodi, Sunitha, Raja, Rajikha, Ray, Bhaskar, Gazula, Harshvardhan, Sarwate, Anand D., Plis, Sergey, Liu, Jingyu, Verner, Eric, Calhoun, Vince D.
Published in Neuroinformatics (Totowa, N.J.) (01.10.2022)
Published in Neuroinformatics (Totowa, N.J.) (01.10.2022)
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Journal Article
Federated Linear Mixed Effects Modeling for Voxel-Based Morphometry
Basodi, Sunitha, Raja, Rajikha, Gazula, Harshvardhan, Romero, Javier Tomas, Panta, Sandeep, Calhoun, Vince D.
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
Published in 2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI) (18.04.2023)
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Conference Proceeding
Federated Analysis in COINSTAC Reveals Functional Network Connectivity and Spectral Links to Smoking and Alcohol Consumption in Nearly 2,000 Adolescent Brains
Gazula, Harshvardhan, Rootes-Murdy, Kelly, Holla, Bharath, Basodi, Sunitha, Zhang, Zuo, Verner, Eric, Kelly, Ross, Murthy, Pratima, Chakrabarti, Amit, Basu, Debasish, Bhagyalakshmi Nanjayya, Subodh, Lenin Singh, Rajkumar, Lourembam Singh, Roshan, Kalyanram, Kartik, Kartik, Kamakshi, Kalyanaraman, Kumaran, Ghattu, Krishnaveni, Kuriyan, Rebecca, Kurpad, Sunita Simon, Barker, Gareth J, Bharath, Rose Dawn, Desrivieres, Sylvane, Purushottam, Meera, Orfanos, Dimitri Papadopoulos, Sharma, Eesha, Hickman, Matthew, Toledano, Mireille, Vaidya, Nilakshi, Banaschewski, Tobias, Bokde, Arun L. W., Flor, Herta, Grigis, Antoine, Garavan, Hugh, Gowland, Penny, Heinz, Andreas, Brühl, Rüdiger, Martinot, Jean-Luc, Paillére Martinot, Marie-Laure, Artiges, Eric, Nees, Frauke, Paus, Tomás, Poustka, Luise, Fröhner, Juliane H., Robinson, Lauren, Smolka, Michael N., Walter, Henrik, Winterer, Jeanne, Whelan, Robert, Turner, Jessica A., Sarwate, Anand D., Plis, Sergey M., Benegal, Vivek, Schumann, Gunter, Calhoun, Vince D.
Published in Neuroinformatics (Totowa, N.J.) (01.04.2023)
Published in Neuroinformatics (Totowa, N.J.) (01.04.2023)
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Journal Article
ENIGMA + COINSTAC: Improving Findability, Accessibility, Interoperability, and Re-usability
Turner, Jessica A., Calhoun, Vince D., Thompson, Paul M., Jahanshad, Neda, Ching, Christopher R. K., Thomopoulos, Sophia I., Verner, Eric, Strauss, Gregory P., Ahmed, Anthony O., Turner, Matthew D., Basodi, Sunitha, Ford, Judith M., Mathalon, Daniel H., Preda, Adrian, Belger, Aysenil, Mueller, Bryon A., Lim, Kelvin O., van Erp, Theo G. M.
Published in Neuroinformatics (Totowa, N.J.) (2022)
Published in Neuroinformatics (Totowa, N.J.) (2022)
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Journal Article
Deep Learning for Asphyxiated Infant Cry Classification Based on Acoustic Features and Weighted Prosodic Features
Ji, Chunyan, Xiao, Xueli, Basodi, Sunitha, Pan, Yi
Published in 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (01.07.2019)
Published in 2019 International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (01.07.2019)
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Conference Proceeding
Federation of Brain Age Estimation in Structural Neuroimaging Data
Basodi, Sunitha, Raja, Rajikha, Ray, Bhaskar, Gazula, Harshvardhan, Liu, Jingyu, Verner, Eric, Calhoun, Vince D.
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
Published in 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC) (01.11.2021)
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Conference Proceeding
Journal Article
Parallel computation of magnetic field parameters from HMI active region patches
Basodi, Sunitha, Aydin, Berkay, Angryk, Rafal A.
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
Published in 2017 IEEE International Conference on Big Data (Big Data) (01.12.2017)
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Conference Proceeding