Jonas Chromik - Publications

Developing a Scalable Annotation Method for Large Datasets That Enhances Alarms With Actionability Data to Increase Informativeness: Mixed Methods Approach.

Journal: Journal of medical Internet research

Published: October 14, 2024

Enabling machine learning models in alarm fatigue research: Creation of a large relevance-annotated oxygen saturation alarm data set.

Journal: Computers in biology and medicine

Published: January 23, 2024

ARTEMIS: An alarm threshold and policy mining system for the intensive care unit.

Journal: International journal of medical informatics

Published: October 25, 2023

A Standardized Clinical Data Harmonization Pipeline for Scalable AI Application Deployment (FHIR-DHP): Validation and Usability Study.

Journal: JMIR medical informatics

Published: November 07, 2022

Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review.

Journal: Frontiers in digital health

Published: December 26, 2021

Optimal Deployment in Emergency Medicine with Genetic Algorithm Exemplified by Lifeguard Assignments.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Perioperative Risk Assessment in Pancreatic Surgery Using Machine Learning.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

Impact of Custom Features of Do-it-yourself Artificial Pancreas Systems (DIYAPS) on Glycemic Outcomes of People with Type 1 Diabetes.

Journal: Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference

Published: December 11, 2021

SensorHub: Multimodal Sensing in Real-Life Enables Home-Based Studies.

Journal: Sensors (Basel, Switzerland)

Published: June 15, 2021