Ljubomir J. Buturovic

Principal Researcher, Machine Learning, Inflammatix Inc.

Joined

July 2019

Names

Emails

****@gmail.com (Confirmed)

****@inflammatix.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Principal Researcher

Machine Learning, Inflammatix Inc. (inflammatix.com)

2017 – Present

PhD student

Electrical Engineering, University of Belgrade (rect.bg.ac.rs)

1988 – 1991

Advisors, Relations & Conflicts

PhD Advisor

Milan Milosavljevic

1984 – 1991

Expertise

ML/AI in medicine

2004 – Present

Publications

Development of Machine Learning Classifiers for Blood-based Diagnosis and Prognosis of Suspected Acute Infections and Sepsis
Ljubomir J. Buturovic, Michael B. Mayhew, Roland Lüthy, Kirindi Choi, Uros Midic, Nandita Damaraju, Yehudit Hasin-Brumshtein, Amitesh Pratap, Rhys M. Adams, João F. Henriques, Ambika Srinath, Paul Fleming, Claudia Pereira, Oliver Liesenfeld, Purvesh Khatri, Timothy Sweeney
- ML4H@NeurIPS 2024
- Readers: Everyone
Optimization of Genomic Classifiers for Clinical Deployment: Evaluation of Bayesian Optimization to Select Predictive Models of Acute Infection and In-Hospital Mortality
Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lüthy, Nandita Damaraju, Ljubomir J. Buturovic
- PSB 2021
- Readers: Everyone
Optimization of genomic classifiers for clinical deployment: evaluation of Bayesian optimization for identification of predictive models of acute infection and in-hospital mortality
Michael B. Mayhew, Elizabeth Tran, Kirindi Choi, Uros Midic, Roland Lüthy, Nandita Damaraju, Ljubomir J. Buturovic
- 2020 (modified: 22 May 2024)
- CoRR 2020
- Readers: Everyone
Cross-validation pitfalls when selecting and assessing regression and classification models
Damjan Krstajic, Ljubomir J. Buturovic, David E. Leahy, Simon Thomas
- J. Cheminformatics 2014
- Readers: Everyone
A Randomized String Kernel and Its Application to RNA Interference
Shibin Qiu, Terran Lane, Ljubomir J. Buturovic
- 2007 (modified: 16 Jul 2019)
- AAAI 2007
- Readers: Everyone
PCP: a program for supervised classification of gene expression profiles
Ljubomir J. Buturovic
- Bioinform. 2006
- Readers: Everyone
Finite-State and Reduced-Parameter Representations of Protein Backbone Conformations
Ljubomir J. Buturovic, Temple F. Smith, Sandor Vajda
- J. Comput. Chem. 1994
- Readers: Everyone
Toward Bayes-Optimal Linear Dimension Reduction
Ljubomir J. Buturovic
- IEEE Trans. Pattern Anal. Mach. Intell. 1994
- Readers: Everyone
Toward Bayes-Optimal Linear Dimension Reduction.
Ljubomir J. Buturovic
- 1994 (modified: 09 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.1994
- Readers: Everyone

View all 19 publications

Co-Authors

View all 26 co-authors