Sagnik Dakshit

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Decision Support System

Multiclass Problems

Variable Length

Top Venues

Artif. Intell. Medicine

J. Heal. Informatics Res.

Publications

Nikil Sharan Prabahar Balasubramanian, Sagnik Dakshit
Can Public LLMs be used for Self-Diagnosis of Medical Conditions ? CoRR (2024)
Nikil Sharan Prabahar Balasubramanian, Sagnik Dakshit
Explanations of Augmentation Methods for Deep Learning ECG Classification. AIME (2) (2024)
Sagnik Dakshit, Balakrishnan Prabhakaran
Twelve Lead Double Stacked Generalization for ECG Classification. ICHI (2023)
Sagnik Dakshit, Sristi Dakshit, Ninad Khargonkar, Balakrishnan Prabhakaran
Bias Analysis in Healthcare Time Series (BAHT) Decision Support Systems from Meta Data. J. Heal. Informatics Res. 7 (2) (2023)
Sagnik Dakshit, Balakrishnan Prabhakaran
CVAE-based Generator for Variable Length Synthetic ECG. ICHI (2023)
Sagnik Dakshit, Barbara Mukami Maweu, Sristi Dakshit, Balakrishnan Prabhakaran
Core-set Selection Using Metrics-based Explanations (CSUME) for multiclass ECG. CoRR (2022)
Sagnik Dakshit, Barbara Mukami Maweu, Sristi Dakshit, Balakrishnan Prabhakaran
Core-set Selection Using Metrics-based Explanations (CSUME) for multiclass ECG. ICHI (2022)
Barbara Mukami Maweu, Sagnik Dakshit, Rittika Shamsuddin, Balakrishnan Prabhakaran
CEFEs: A CNN Explainable Framework for ECG Signals. Artif. Intell. Medicine 115 (2021)
Barbara Mukami Maweu, Rittika Shamsuddin, Sagnik Dakshit, Balakrishnan Prabhakaran
Generating Healthcare Time Series Data for Improving Diagnostic Accuracy of Deep Neural Networks. IEEE Trans. Instrum. Meas. 70 (2021)