Posts by Collection

Portfolio item number 1

Short description of portfolio item number 1

Portfolio item number 2

Short description of portfolio item number 2

Early Prediction of Hemodynamic Shock in Pediatric Intensive Care Units With Deep Learning on Thermal Videos

Published in Frontiers in Physiology, 2022

Thermal imaging and deep learning for non-contact early prediction of hemodynamic shock in pediatric ICU settings.

Recommended citation: Singh, P. et al. (2022). Early Prediction of Hemodynamic Shock in Pediatric Intensive Care Units With Deep Learning on Thermal Videos.
Download Paper

Early prediction of hypothermia in pediatric intensive care units using machine learning

Published in Frontiers in Physiology, 2022

Machine learning models for early prediction of hypothermia in pediatric ICU patients using SafeICU data.

Recommended citation: Singh, P. et al. (2022). Early prediction of hypothermia in pediatric intensive care units using machine learning.
Download Paper

SIgnose

Published in SSRN, 2022

ICU-focused machine learning software in the TavLab ecosystem.

Recommended citation: SIgnose. SSRN preprint, 2022.
Download Paper

ContraIndicator: A Natural Language Processing-Based Approach to Potential Drug-Drug Interaction Detection in Pediatric Intensive Care

Published in Springer, 2026

A clinically oriented DDI detection tool for pediatric ICU workflows.

Recommended citation: ContraIndicator: A Natural Language Processing-Based Approach to Potential Drug-Drug Interaction Detection in Pediatric Intensive Care.
Download Paper

Generalizing intensive care AI across time scales in resource-limited settings

Published in medRxiv, 2026

A preprint on making ICU AI systems generalize across time scales in resource-limited settings.

Recommended citation: Generalizing intensive care AI across time scales in resource-limited settings. medRxiv, 2026.
Download Paper

Talk 1 on Relevant Topic in Your Field

Published: March 01, 2012

This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!

Tutorial 1 on Relevant Topic in Your Field

Published: March 01, 2013

More information here

Talk 2 on Relevant Topic in Your Field

Published: February 01, 2014

More information here

Conference Proceeding talk 3 on Relevant Topic in Your Field

Published: March 01, 2014

This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.