Nathanael Fillmore

Orcid: 0000-0002-8058-3423

According to our database1, Nathanael Fillmore authored at least 21 papers between 2009 and 2023.

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

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

On csauthors.net:

Bibliography

2023
Machine learning-based natural language processing to extract PD-L1 expression levels from clinical notes.
Health Informatics J., July, 2023

Building Research Infrastructure to Develop Greater Learning Efficiencies (BRIDGE).
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023


Transfer Learning for Mortality Prediction in Non-Small Cell Lung Cancer with Low-Resolution Histopathology Slide Snapshots.
Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022
Better PROSPECT for cancer care: Supporting the generation and delivery of knowledge for decision making at tumor boards with the Precision Oncology System for Prediction, Engineering, and Clinical Translation (PROSPECT).
Proceedings of the AMIA 2022, 2022

Phenotyping Hepatic Immune-Related Adverse Events After Immune Checkpoint Inhibitor Therapy.
Proceedings of the AMIA 2022, 2022

2021
Corrigendum to: An Application to Support COVID-19 Occupational Health and Patient Tracking at a Veterans Affairs Medical Center.
J. Am. Medical Informatics Assoc., 2021

2020
The Veterans Affairs Precision Oncology Data Repository, a Clinical, Genomic, and Imaging Research Database.
Patterns, 2020

An application to support COVID-19 occupational health and patient tracking at a Veterans Affairs medical center.
J. Am. Medical Informatics Assoc., 2020

Veterans Health Administration (VHA) and National Cancer Institute (NCI) Interagency Preliminary Computable Phenotypes for the VA-NCI Interagency Clinical Trial Optimizer for Recruitment and Enrollment (VICTOR-E).
Proceedings of the AMIA 2020, 2020

Building a Clinical Data Repository for Lumbar Spinal Stenosis in the Veterans Health Administration.
Proceedings of the AMIA 2020, 2020

2019
Interactive Machine Learning for Laboratory Data Integration.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Machine Learning Methods to Predict Lung Cancer Survival Using the Veterans Affairs Research Precision Oncology Data Commons.
Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Hypersphere clustering to characterize healthcare providers using prescriptions and procedures from Medicare claims data.
Proceedings of the AMIA 2019, 2019

2018
Bicluster phenotyping of healthcare providers, procedures, and prescriptions at scale with deep learning.
Proceedings of the First Joint Workshop on AI in Health organized as part of the Federated AI Meeting (FAIM 2018), 2018


Development of an AI empowered Electronic Molecular Tumor Board Application Connected Utilizing the SMART on FHIR Framework.
Proceedings of the AMIA 2018, 2018

2017
The Development of the Research Precision Oncology Program Data Repository (PODR) in the Veterans Affairs Healthcare System.
Proceedings of the AMIA 2017, 2017

2011
Learning from Spatial Overlap.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010
Comparing Clusterings in Space.
Proceedings of the 27th International Conference on Machine Learning (ICML-10), 2010

2009
May All Your Wishes Come True: A Study of Wishes and How to Recognize Them.
Proceedings of the Human Language Technologies: Conference of the North American Chapter of the Association of Computational Linguistics, Proceedings, May 31, 2009


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