Sotabase

Career

· Senior Staff Scientist, Blue Laser Fusion2023–
· Mass Spectrometry Facilities Manager, UC Santa Barbara2021–2024
· PHD Candidate, UC Santa Barbara2018–2024
· Summer Researcher, UC Santa Barbara2017–2017
· Materials Engineer Intern, Atlantis Technologies2016–2016
· Campus Tour Guide, UC Santa Barbara2016–2018
· Bachelor's degree, Chemistry, UC Santa Barbara2014–2018

Publications (174)

Considering complexity in healthcare systems
Journal of Biomedical Informatics · 2011
339
cited
Empirical distributional semantics: Methods and biomedical applications
Journal of Biomedical Informatics · 2009
188
cited
Reflective Random Indexing and indirect inference: A scalable method for discovery of implicit connections
Journal of Biomedical Informatics · 2010
158
cited
Enhancing clinical concept extraction with distributional semantics
Journal of Biomedical Informatics · 2012
129
cited
The Semantic Vectors Package: New Algorithms and Public Tools for Distributional Semantics
2010 IEEE Fourth International Conference on Semantic Computing · 2010
115
cited
Prediction of human population responses to toxic compounds by a collaborative competition
Nature Biotechnology · 2015
109
cited
Reasoning with vectors: A continuous model for fast robust inference
Logic Journal of the IGPL · 2015
100
cited
A cognitive blueprint of collaboration in context: Distributed cognition in the psychiatric emergency department
Artif. Intell. Medicine · 2006
97
cited
Automated Lay Language Summarization of Biomedical Scientific Reviews
AAAI Conference on Artificial Intelligence · 2020
97
cited
Toward automated workflow analysis and visualization in clinical environments
Journal of Biomedical Informatics · 2011
80
cited
Discovering discovery patterns with predication-based Semantic Indexing
Journal of Biomedical Informatics · 2012
71
cited
Identifying Plausible Adverse Drug Reactions Using Knowledge Extracted from the Literature
American Medical Informatics Association Annual Symposium · 2014
69
cited
New perspectives on error in critical care
Current Opinion in Critical Care · 2008
63
cited
Retrieval augmentation of large language models for lay language generation
Journal of Biomedical Informatics · 2022
63
cited
DataMed – an open source discovery index for finding biomedical datasets
J. Am. Medical Informatics Assoc. · 2018
60
cited
Content-driven analysis of an online community for smoking cessation: integration of qualitative techniques, automated text analysis, and affiliation networks.
American Journal of Public Health · 2015
58
cited
Recovery at the edge of error: Debunking the myth of the infallible expert
Journal of Biomedical Informatics · 2011
55
cited
Predication-based Semantic Indexing: Permutations as a Means to Encode Predications in Semantic Space
American Medical Informatics Association Annual Symposium · 2009
52
cited
In Pursuit of Theoretical Ground in Behavior Change Support Systems: Analysis of Peer-to-Peer Communication in a Health-Related Online Community
Journal of Medical Internet Research · 2016
48
cited
Crossing the “Cookie Theft” Corpus Chasm: Applying What BERT Learns From Outside Data to the ADReSS Challenge Dementia Detection Task
Frontiers of Computer Science · 2021
45
cited
Sotabase
Trevor Cohen | Researcher Profile | Sotabase | Sotabase