Mithunjha Anandakumar

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Jathurshan PradeepkumarPhD Student at University of Illinois Urbana-ChampaignVerified email at illinois.edu
Chamira U. S. EdussooriyaUniversity of MoratuwaVerified email at uom.lk
Dushan N. WadduwageOld Dominion UniversityVerified email at odu.edu
Simon Lind KappelDepartment of Electrical and Computer Engineering, Aarhus University, Denmark.Verified email at ece.au.dk
Anjula De SilvaEar Science Institute AustraliaVerified email at earscience.org.au
Peter SoMassachusetts Institute of TechnologyVerified email at mit.edu
Thilina Dulantha LalitharatneAssistant Professor, Queen Mary University of LondonVerified email at qmul.ac.uk
Ranga RodrigoDepartment of Electronic and Telecommunication Engineering, University of MoratuwaVerified email at uom.lk

Mithunjha Anandakumar

University of Illinois Urbana Champaign

Verified email at illinois.edu - Homepage

Biomedical Engineering Deep Learning Medical Imaging Biosignal processing


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Towards interpretable sleep stage classification using cross-modal transformers J Pradeepkumar, M Anandakumar, V Kugathasan, D Suntharalingham, ... IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024	33	2024
DEEP-squared: deep learning powered De-scattering with Excitation Patterning N Wijethilake, M Anandakumar, C Zheng, PTC So, M Yildirim, ... Light: Science & Applications 12 (1), 228, 2023	11*	2023
Towards accurate cross-domain in-bed human pose estimation M Afham, U Haputhanthri, J Pradeepkumar, M Anandakumar, A De Silva, ... ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022	11	2022
Decoding of hand gestures from electrocorticography with LSTM based deep neural network J Pradeepkumar, M Anandakumar, V Kugathasan, TD Lalitharatne, ... 2021 43rd Annual International Conference of the IEEE Engineering in …, 2021	5	2021
A Knowledge Distillation Framework for Enhancing Ear-EEG Based Sleep Staging with Scalp-EEG Data M Anandakumar, J Pradeepkumar, SL Kappel, CUS Edussooriya, ... 2023 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2023	3	2023
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology N Sivaroopan, H Watawana, C Jayanga, C Ekanayake, R Rodrigo, ... Microscopy Histopathology and Analytics, MM3A. 5, 2024		2024
High-speed computational multiphoton imaging through scattering media J Zhao, U Haputhanthri, M Anandakumar, C Zheng, FC Hsu, ... Multiphoton Microscopy in the Biomedical Sciences XXIV, PC1284709, 2024		2024
Physics Augmented U-Net: A High-Frequency Aware Generative Prior for Microscopy J Pradeepkumar, M Anandakumar, V Kugathasan, A Seeber, ... bioRxiv, 2021.12. 01.470743, 2021		2021

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