Siddharth Biswal

According to our database¹, Siddharth Biswal authored at least 20 papers between 2015 and 2022.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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In proceedings

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PhD thesis

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Links

On csauthors.net:

Bibliography

2022

Automated Scoring of Respiratory Events in Sleep With a Single Effort Belt and Deep Neural Networks.

[BibT_eX]

[DOI]

Michel J. A. M. van Putten

Robert J. Thomas

M. Brandon Westover

IEEE Trans. Biomed. Eng., 2022

EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2022

2021

Automated Respiratory Event Detection Using Deep Neural Networks.

[BibT_eX]

[DOI]

Michel J. A. M. van Putten

Robert J. Thomas

M. Brandon Westover

CoRR, 2021

EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2021

2020

EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders.

[BibT_eX]

[DOI]

CoRR, 2020

CLARA: Clinical Report Auto-completion.

[BibT_eX]

[DOI]

CoRR, 2020

Clinical Report Auto-completion.

[BibT_eX]

[DOI]

Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

CONAN: Complementary Pattern Augmentation for Rare Disease Detection.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

EEGtoText: Learning to Write Medical Reports from EEG Recordings.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Healthcare Conference, 2019

2018

Electroencephalogram Based Detection of Deep Sedation in ICU Patients Using Atomic Decomposition.

[BibT_eX]

[DOI]

IEEE Trans. Biomed. Eng., 2018

Expert-level sleep scoring with deep neural networks.

[BibT_eX]

[DOI]

J. Am. Medical Informatics Assoc., 2018

HAMLET: Interpretable Human And Machine co-LEarning Technique.

[BibT_eX]

[DOI]

CoRR, 2018

RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data.

[BibT_eX]

[DOI]

Yanbo Xu

Siddharth Biswal

Shriprasad R. Deshpande

Kevin O. Maher

Jimeng Sun

Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2018

2017

Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks.

[BibT_eX]

[DOI]

CoRR, 2017

SLEEPNET: Automated Sleep Staging System via Deep Learning.

[BibT_eX]

[DOI]

CoRR, 2017

Generating Multi-label Discrete Patient Records using Generative Adversarial Networks.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning for Health Care Conference, 2017

2016

Heart rate variability as a biomarker for sedation depth estimation in ICU patients.

[BibT_eX]

[DOI]

Proceedings of the 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2016

Personalized Sedation Level Monitoring in ICU Patients Using Heart Rate Variability.

[BibT_eX]

[DOI]

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

2015

Automated information extraction from free-text EEG reports.

[BibT_eX]

[DOI]

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Siddharth Biswal

Timeline

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