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Mithunjha Anandakumar
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Towards interpretable sleep stage classification using cross-modal transformers
J Pradeepkumar, M Anandakumar, V Kugathasan, D Suntharalingham, ...
arXiv preprint arXiv:2208.06991, 2022
162022
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
92022
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
8*2023
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
42021
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
12023
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
Contrastive Deep Encoding Enables Uncertainty-aware Machine-learning-assisted Histopathology
N Sivaroopan, C Jayanga, C Ekanayake, H Watawana, J Pradeepkumar, ...
arXiv preprint arXiv:2309.07113, 2023
2023
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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