Gabriel G. Erion

Orcid: 0000-0001-8741-131X

Affiliations:

University of Washington, WA, USA

According to our database¹, Gabriel G. Erion authored at least 10 papers between 2017 and 2021.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

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Bibliography

2021

New AI Frameworks for Real-World Clinical Prediction.

[BibT_eX]

[DOI]

Gabriel G. Erion

PhD thesis, 2021

Forecasting adverse surgical events using self-supervised transfer learning for physiological signals.

[BibT_eX]

[DOI]

npj Digit. Medicine, 2021

Improving performance of deep learning models with axiomatic attribution priors and expected gradients.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2021

2020

From local explanations to global understanding with explainable AI for trees.

[BibT_eX]

[DOI]

Nat. Mach. Intell., 2020

Deep Transfer Learning for Physiological Signals.

[BibT_eX]

[DOI]

CoRR, 2020

An adversarial approach for the robust classification of pneumonia from chest radiographs.

[BibT_eX]

[DOI]

Proceedings of the ACM CHIL '20: ACM Conference on Health, 2020

2019

Learning Explainable Models Using Attribution Priors.

[BibT_eX]

[DOI]

CoRR, 2019

Explainable AI for Trees: From Local Explanations to Global Understanding.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Consistent Individualized Feature Attribution for Tree Ensembles.

[BibT_eX]

[DOI]

Scott M. Lundberg

Gabriel G. Erion

Su-In Lee

CoRR, 2018

2017

Anesthesiologist-level forecasting of hypoxemia with only SpO2 data using deep learning.

[BibT_eX]

[DOI]

CoRR, 2017

Gabriel G. Erion

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