Damjan Krstajic
Damjan Krstajic
Research Centre for Cheminformatics
Verified email at - Homepage
Cited by
Cited by
Cross-validation pitfalls when selecting and assessing regression and classification models
D Krstajic, LJ Buturovic, DE Leahy, S Thomas
Journal of cheminformatics 6, 1-15, 2014
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open …
J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ...
The Lancet Oncology 18 (1), 132-142, 2017
Missed opportunities in large scale comparison of QSAR and conformal prediction methods and their applications in drug discovery
D Krstajic
Journal of cheminformatics 11 (65), 2019
Automated QSPR through competitive workflow
J Cartmell, S Enoch, D Krstajic, DE Leahy
Journal of computer-aided molecular design 19 (11), 821-833, 2005
Hemodynamic flow modeling through an abdominal aorta aneurysm using data mining tools
N Filipovic, M Ivanovic, D Krstajic, M Kojic
IEEE Transactions on Information Technology in Biomedicine 15 (2), 189-194, 2010
A crowdsourcing approach to developing and assessing prediction algorithms for AML prognosis
DP Noren, BL Long, R Norel, K Rrhissorrakrai, K Hess, CW Hu, ...
PLoS computational biology 12 (6), e1004890, 2016
Competitive Workflow: novel software architecture for automating drug design.
J Cartmell, D Krstajic, DE Leahy
Current Opinion in Drug Discovery & Development 10 (3), 347-352, 2007
No association between donor telomere length and outcomes after allogeneic unrelated hematopoietic cell transplant in patients with acute leukemia
SM Gadalla, T Wang, D Loftus, L Friedman, C Dagnall, M Haagenson, ...
Bone marrow transplantation 53 (4), 383-391, 2018
Critical Assessment of Conformal Prediction Methods Applied in Binary Classification Settings
D Krstajic
Journal of Chemical Information and Modeling 61 (10), 4823-4826, 2021
Reproducibility of telomere length assessment
D Krstajic, L Buturovic
International journal of epidemiology 44 (5), 1738-1739, 2015
Binary classification models with" Uncertain" predictions
D Krstajic, L Buturovic, S Thomas, DE Leahy
arXiv preprint arXiv:1711.09677, 2017
The costs and potential benefits of introducing the “I don’t know” answer in binary classification settings
D Krstajic
Preprints, 2021
Non-applicability Domain. The Benefits of Defining “I Don't Know” in Artificial Intelligence
D Krstajic
How real is the random censorship model in medical studies?
D Krstajic
arXiv preprint arXiv:1703.01237, 2017
Automating QSAR expertise
DE Leahy, D Krstajic
Chemistry Central Journal 2 (Suppl 1), P28, 2008
Evolution of Molecules Using Genetic Operators on Reduced Molecules
V Sykora, D Krstajic, R Leahy, D Leahy
4th Joint Sheffield Conference on Chemoinformatics.[Online], Sheffield …, 2007
Why comparing survival curves between two subgroups may be misleading
D Krstajic
arXiv preprint arXiv:1611.01480, 2016
Derivation of gene expression classifiers for the non-invasive detection of bladder cancer in the hematuria and recurrence surveillance populations.
KB Chapman, L Buturovic, L Qiu, J Kidd, N Sheibani, D Krstajic, ...
Journal of Clinical Oncology 34 (15_suppl), 11522-11522, 2016
Role of Competitive Challenges in Personalized Medicine
D Krstajić, L Buturović
12th Symposium on Neural Network Applications in Electrical Engineering …, 2014
Autonomous QSAR Modelling
J Cartmell, D Krstajic
David E Leahy, 2011
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