Sunil Vasu Kalmady
Orcid: 0000-0002-4876-9121
According to our database1,
Sunil Vasu Kalmady
authored at least 10 papers
between 2020 and 2023.
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Bibliography
2023
Towards artificial intelligence-based learning health system for population-level mortality prediction using electrocardiograms.
npj Digit. Medicine, 2023
Generative Data by β-Variational Autoencoders Help Build Stronger Classifiers: ECG Use Case.
Proceedings of the 19th International Symposium on Medical Information Processing and Analysis, 2023
Supervised Electrocardiogram(ECG) Features Outperform Knowledge-based And Unsupervised Features In Individualized Survival Prediction.
Proceedings of the Machine Learning for Health, 2023
2022
Multi-Source Domain Adaptation Techniques for Mitigating Batch Effects: A Comparative Study.
Frontiers Neuroinformatics, 2022
Improving ECG-based COVID-19 diagnosis and mortality predictions using pre-pandemic medical records at population-scale.
CoRR, 2022
ECG for high-throughput screening of multiple diseases: Proof-of-concept using multi-diagnosis deep learning from population-based datasets.
CoRR, 2022
2021
Improving the Calibration of Long Term Predictions of Heart Failure Rehospitalizations using Medical Concept Embedding.
Proceedings of AAAI Symposium on Survival Prediction, 2021
Multilabel 12-Lead Electrocardiogram Classification Using Beat to Sequence Autoencoders.
Proceedings of the IEEE International Conference on Acoustics, 2021
2020
Multilabel 12-Lead Electrocardiogram Classification Using Gradient Boosting Tree Ensemble.
Proceedings of the Computing in Cardiology, 2020