Mark V. Albert

Associate Professor, Computer Science and Engineering, University of North Texas

  • Joined March 2024

Names

Mark V. Albert (Preferred)

Emails

****@unt.edu (Confirmed)
,
****@gmail.com
,
****@cornell.edu
,
****@cs.luc.edu

Career & Education History

Associate Professor
Computer Science and Engineering, University of North Texas (unt.edu)
2019Present
 
Assistant Professor
Computer Science, Loyola University Chicago (luc.edu)
20132019
 
Postdoc
Physical Medicine and Rehabilitation, Northwestern University (northwestern.edu)
20092013
 
PhD student
Computational Biology, Cornell University (cornell.edu)
20042009
 
Researcher
Computer Science & Psychology, Carnegie Mellon University (cmu.edu)
20012004
 
Fulbright Researcher
Institute for Medical Cybernetics and Artificial Intelligence, Universität Vienna (univie.ac.at)
20002001
 
Undergrad student
Computer Science, Chemistry, Pittsburg State University (pittstate.edu)
19962000
 

Advisors, Relations & Conflicts

Family
2010Present
 
Postdoc Advisor
Arun Jayaraman
20102013
 
Postdoc Advisor
20092013
 
PhD Advisor
David Field
20042009
 

Expertise

clinical applications of deep learning, outcomes research, gait analysis, wearable device analytics
Present
 
clinical notes, EMR/EHR, outcomes prediction, surgical decision making
Present
 
multimodal LLM, multi-agent orchestration, human-in-the-loop
Present
 
model validation, robust learning, mechanical explainability
Present
 
continual learning, active learning
Present
 
computational neuroscience, vision
Present