Benjamin Knoll

According to our database, Benjamin Knoll authored at least 11 papers between 2014 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Advanced Care Planning Content Encoding with Natural Language Processing.

Benjamin C. Knoll, Melissa Gunderson, Geetanjali Rajamani, Elizabeth C. Wick, Alexis Colley, Elizabeth Lindemann, Rubina F. Rizvi, Molly Diethelm, Gretchen M. Hultman, Logan Pierce, Rui Zhang, Genevieve B. Melton

Proceedings of the MEDINFO 2023 - The Future Is Accessible, 2023

2022

MTAP - A Distributed Framework for NLP Pipelines.

Benjamin C. Knoll, Reed McEwan, Raymond L. Finzel, Greg M. Silverman, Rui Zhang, Serguei V. S. Pakhomov, Genevieve B. Melton

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

2021

An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles.

Greg M. Silverman, Raymond L. Finzel, Michael V. Heinz, Jake Vasilakes, Jacob C. Solinsky, Reed McEwan, Benjamin C. Knoll, Christopher J. Tignanelli, Hongfang Liu, Hua Xu, Xiaoqian Jiang, Genevieve B. Melton, Serguei V. S. Pakhomov

CoRR, 2021

2020

Comparing NLP Systems to Extract Entities of Eligibility Criteria in Dietary Supplements Clinical Trials Using NLP-ADAPT.

Anusha Bompelli, Greg M. Silverman, Raymond L. Finzel, Jake Vasilakes, Benjamin Knoll, Serguei Pakhomov, Rui Zhang

Proceedings of the Artificial Intelligence in Medicine, 2020

2019

Named Entity Recognition in Prehospital Trauma Care.

Greg M. Silverman, Elizabeth A. Lindemann, Geetanjali Rajamani, Raymond L. Finzel, Reed McEwan, Benjamin C. Knoll, Serguei Pakhomov, Genevieve B. Melton, Christopher J. Tignanelli

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

Recurrent Deep Network Models for Clinical NLP Tasks: Use Case with Sentence Boundary Disambiguation.

Benjamin C. Knoll, Elizabeth A. Lindemann, Arian L. Albert, Genevieve B. Melton, Serguei V. S. Pakhomov

Proceedings of the MEDINFO 2019: Health and Wellbeing e-Networks for All, 2019

2017

Using ensembles of NLP engines without a common type system to improve abbreviation disambiguation.

Gregory P. Finley, Benjamin C. Knoll, Hongfang Liu, Hua Xu, Genevieve B. Melton, Serguei V. S. Pakhomov

Proceedings of the Summit on Clinical Research Informatics, 2017

AMICUS: A Metasystem for Interoperation and Combination of UIMA Systems.

Gregory P. Finley, Benjamin C. Knoll, Reed McEwan, Genevieve B. Melton, Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov

Proceedings of the AMIA 2017, 2017

2016

NLP-PIER: A Scalable Natural Language Processing, Indexing, and Searching Architecture for Clinical Notes.

Reed McEwan, Genevieve B. Melton, Benjamin C. Knoll, Yan Wang, Gretchen M. Hultman, Justin L. Dale, Tim Meyer, Serguei V. S. Pakhomov

Proceedings of the Summit on Clinical Research Informatics, 2016

Using synthetic clinical data to train an HMM-based POS tagger.

Benjamin C. Knoll, Genevieve B. Melton, Hongfang Liu, Hua Xu, Serguei V. S. Pakhomov

Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2014

System for automated speech and language analysis (SALSA).

Kyle Marek-Spartz, Benjamin Knoll, Robert Bill, S. Thomas Christie, Serguei V. S. Pakhomov

Proceedings of the 15th Annual Conference of the International Speech Communication Association, 2014