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Sagnik Dakshit
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CEFEs: a CNN explainable framework for ECG signals
BM Maweu, S Dakshit, R Shamsuddin, B Prabhakaran
Artificial Intelligence in Medicine 115, 102059, 2021
662021
Ssbc 2020: Sclera segmentation benchmarking competition in the mobile environment
M Vitek, A Das, Y Pourcenoux, A Missler, C Paumier, S Das, I De Ghosh, ...
2020 IEEE International Joint Conference on Biometrics (IJCB), 1-10, 2020
412020
Generating healthcare time series data for improving diagnostic accuracy of deep neural networks
BM Maweu, R Shamsuddin, S Dakshit, B Prabhakaran
IEEE Transactions on Instrumentation and Measurement 70, 1-15, 2021
332021
Bias Analysis in Healthcare Time Series (BAHT) Decision Support Systems from Meta Data
S Dakshit, S Dakshit, N Khargonkar, B Prabhakaran
Journal of Healthcare Informatics Research 7 (2), 225-253, 2023
52023
Core-set selection using metrics-based explanations (CSUME) for multiclass ECG
S Dakshit, BM Maweu, S Dakshit, B Prabhakaran
2022 IEEE 10th International Conference on Healthcare Informatics (ICHI …, 2022
52022
Faculty perspectives on the potential of rag in computer science higher education
S Dakshit
Proceedings of the 25th Annual Conference on Information Technology …, 2024
42024
CVAE-based Generator for Variable Length Synthetic ECG
S Dakshit, B Prabhakaran
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), 2023
32023
Clinical feasibility and preliminary outcomes of a novel mixed reality based system to manage phantom pain for patients with lower limb amputation.: A pilot study
M Annaswamy, K Bahirat, G Raval, YY Chung, B Prabhakaran
medRxiv, 2020.08. 29.20133009, 2020
22020
Explanations of Augmentation Methods for Deep Learning ECG Classification
NSP Balasubramanian, S Dakshit
International Conference on Artificial Intelligence in Medicine, 277-287, 2024
12024
Twelve Lead Double Stacked Generalization for ECG Classification
S Dakshit, B Prabhakaran
2023 IEEE 11th International Conference on Healthcare Informatics (ICHI), 2023
12023
Abstaining ECG Classifiers Through Explainable Prototypical Spaces
S Dakshit
2024 IEEE 12th International Conference on Healthcare Informatics (ICHI …, 2024
2024
Multiview Outlier Filtered Pediatric Heart Sound Classification
S Dakshit
International Journal of Advanced Computer Science and Applications 15 (5), 1-9, 2024
2024
Can Public LLMs be used for Self-Diagnosis of Medical Conditions?
NSP Balasubramanian, S Dakshit
arXiv preprint arXiv:2405.11407, 2024
2024
Framework for Deep Learning on Healthcare Time Series Data
S Dakshit
2023
Commentary On CEFEs, A CNN Explainable Framework for ECG Signals
P Balakrishnan, S Dakshit
21st Century Cardiology 3 (4), 1-3, 2023
2023
Commentary on CEFEs, a CNN Explainable Framework for ECG Signals
S Dakshit, P Balakrishnan
2023
SSBC 2020: sclera segmentation benchmarking competition in the mobile environment
ID Ghosh, M Vitek, LA Zanlorensi Jr, A Valenzuela, S Nathan, JH Grebe, ...
2021
Reinforcement Learning Framework for Navigation problems using LiDAR Scan-Based Virtual Reality
S Dakshit, ...
AAAI-SS 21, 2021
2021
2022 IEEE 10th International Conference on Healthcare Informatics (ICHI)| 978-1-6654-6845-9/22/$31.00© 2022 IEEE| DOI: 10.1109/ICHI54592. 2022.00136
J Aasman, K Abah, R Abeysinghe, MJ Ackerman, TJ Adam, M Afshari, ...
Near Real-time Forgery Detection and Localization in Stereo RGB and 3D LiDAR Data from Autonomous Vehicles
S Mohammadpour, S Dakshit, B Prabhakaran
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