Rebecca J. Mieloszyk

Affiliations:
  • Massachusetts Institute of Technology, Cambridge, USA (PhD 2016)


According to our database1, Rebecca J. Mieloszyk authored at least 9 papers between 2014 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2022
Hierarchical Optimal Transport for Comparing Histopathology Datasets.
Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2018
An Enhanced Mechanistic Model For Capnography, With Application To CHF-COPD Discrimination.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Model-Based Estimation of Respiratory Parameters from Capnography, With Application to Diagnosing Obstructive Lung Disease.
IEEE Trans. Biomed. Eng., 2017

Predictive modeling to identify scheduled radiology appointments resulting in non-attendance in a hospital setting.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

Statistical analysis of the age dependence of the normal capnogram.
Proceedings of the 2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2017

2016
Learning and model-based approaches to improved patient monitoring, assessment and treatment in capnography and procedural sedation.
PhD thesis, 2016

2015
Clustering of capnogram features to track state transitions during procedural sedation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

Model-based estimation of pulmonary compliance and resistance parameters from time-based capnography.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Automated Quantitative Analysis of Capnogram Shape for COPD-Normal and COPD-CHF Classification.
IEEE Trans. Biomed. Eng., 2014


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