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Filip Dabek
Publication Activity (10 Years)
Years Active: 2015-2018
Publications (10 Years): 5
Top Topics
Mental Health
Big Data
Cross Sectional
Graph Layout
Top Venues
VAHC
BI
IEEE MS
BIH
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Publications
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Filip Dabek
,
Peter Hoover
,
Jesus Caban
Evaluating Mental Health Encounters in mTBI: Identifying Patient Subgroups and Recommending Personalized Treatments.
BI
(2018)
Filip Dabek
,
Peter Hoover
,
Jesus Caban
DeepDx: A Deep Learning Approach for Predicting the Likelihood and Severity of Symptoms Post Concussion.
BI
(2018)
Filip Dabek
,
Jesus J. Caban
A Grammar-based Approach for Modeling User Interactions and Generating Suggestions During the Data Exploration Process.
IEEE Trans. Vis. Comput. Graph.
23 (1) (2017)
Filip Dabek
,
Elizabeth Jimenez
,
Jesus J. Caban
A timeline-based framework for aggregating and summarizing electronic health records.
VAHC
(2017)
Filip Dabek
Leveraging Big Data to Provide a Web Service That Provides the Likelihood of Developing Psychological Conditions after a Concussion.
IEEE MS
(2016)
Filip Dabek
,
Jesus J. Caban
A Neural Network Based Model for Predicting Psychological Conditions.
BIH
(2015)
Filip Dabek
,
Jesus J. Caban
Leveraging Big Data to Model the Likelihood of Developing Psychological Conditions After a Concussion.
INNS Conference on Big Data
(2015)
Filip Dabek
,
Jian Chen
,
Alexander Garbarino
,
Jesus J. Caban
Visualization of longitudinal clinical trajectories using a graph-based approach.
VAHC
(2015)
Filip Dabek
,
Jesus J. Caban
A grammar-based approach to model the patient's clinical trajectory after a mild traumatic brain injury.
BIBM
(2015)