Siddharth Biswal

Siddharth Biswal

Hi, I'm Siddharth 👋.

My research interests are in deep learning, generative models, and reinforcement learning.

I am currently working as an Applied Scientist at Amazon. Before this, I was a computer science PhD student at Georgia Tech.

Email: [email protected]

Experience

2022 Oct - Present Applied Scientist @ Amazon
2020 Jul - 2022 Sept Machine Learning Scientist @ IQVIA
2018 May - 2018 August Research Scientist Internship @ IBM Research
2016 Aug - 2020 June Graduate Research Assistant @ Georgia Institute of Technology
2014 Feb - 2016 July Software Engineer @ Massachusetts General Hospital

Publications

MLHC 2022 - EMIXER: End-to-end Multimodal X-ray Generation via Self- supervision
MLHC 2021 - EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders
WWW 2020 - CLARA: Clinical Report Auto-completion
AAAI 2020 - Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Re- cruitment
AAAI 2020 - CONAN: Complementary Pattern Augmentation for Rare Disease Detection
MLHC 2019 - EEG2Text: Learning to Write Medical Reports from EEG Recording
JAMIA 2018 - Expert-level sleep scoring with deep neural networks
KDD 2018 - RAIM: Recurrent Attentive and Intensive Model of Multimodal Patient Monitoring Data
MLHC 2017 - Generating Multi-label Discrete Patient Records using Generative Adversarial Networks
JCM 2017 - Epileptiform abnormalities predict delayed cerebral ischemia in subarachnoid hemorrhage

Education

PhD -Computer ScienceGeorgia Institute of Technology
MS -Georgia Institute of Technology
BS -National Institute of Technology