Integration of Classic Graph Theoretical Methods with Bayesian Analysis & Machine Learning
Bayesian Structure Learning
Big Data Analytics
Combinatorial Optimization
Data Science
Mathematical Programming
Modern Statistical Methods
Ramsey Theory
Timely Applications in Biological & Health Sciences
Chronic Kidney Disease
End-Stage Renal Disease
Maternal Morbidity
External Exposome
Education
M.S. Mathematics, Loyola University Chicago
B.S. Physics & Mathematics, Lawrence Technological University
Publications
Leveraging Machine Learning Approaches to Identify Health-Related Social Needs Screening from Electronic Health Records
(Under Review)
Chen, C., Grady, S. K., Dojcsak, L., Ellingson, S. R., Langston, M. A. (2025). IEEE Transactions on Computational Biology and Bioinformatics.
Sumida, K., Mallisetty, Y., Chiu, C., Han, Z., Mims, T., Chen, C., Beach, R., Dojcsak, L., et. al. (2025). Journal of the American Society of Nephrology.
Grady, S. K., Dojcsak, L., et al. (2023). Environmental Health Perspectives. 131(12): 124201.
Dojcsak, L., Shamir, L. (2014). New Astronomy Journal. Vol. 28
Dojcsak, L., Marriner, J. (2012). Journal of Undergraduate Research in Physics. Vol. 25
Conferences
Early-Stage Characteristics and Potential Predictors of Chronic Kidney Disease among US Veterans
ASN Kidney Week 2023 | November 2-5, 2023 | Philadelphia, PA
Overcoming Data Science Challenges in Health Disparities Research
XULA 16th Health Disparities Conference | February 22-24, 2023 | New Orleans, LA
UTK Graduate Courses Taken
CS 690 - Graph Algorithms, Applications, and Implementations
CS 690 - Graph Theory
CS 594 - Bioinformatics
CS 581 - Algorithms
CS 580 - Foundations of Computing
CS 560 - Software Systems
CS 530 - Computer Architecture
CS 526 - Data Mining
CS 524 - Natural Language Processing (Audit)
CS 522 - Machine Learning
CS 462 - Parallel Programming
MATH 585 - Optimal Control Theory
FDSC 551 - Advanced Regression
Teaching Experience
Graduate Teaching Assistant: UTK
CS 580 - Foundations of Computer Science
CS 594/690 - Graph Algorithms, Applications, and Implementations
Independent Teaching: UTK
MATH 115 - Statistical Reasoning
MATH 119 - College Algebra
MATH 125 - Basic Calculus
Sullivan High School, Chicago Public Schools, 2017-2018
Independent Teaching: Loyola Chicago
MATH 100: Intermediate Algebra
Graduate Teaching Assistant Recitation Courses: Loyola Chicago
MATH 201 - Discrete Mathematics & Number Theory
MATH 263 - Multivariable Caclulus
MATH 304 - Probability & Statistics I
