| 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 | 927 | 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 | 161 | 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 | 142 | 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 | 66 | 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 | 43 | 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 | 35 | 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 | 19 | 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 | 14 | 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 | 9 | 2021 |
| Reproducibility of telomere length assessment D Krstajic, L Buturovic International journal of epidemiology 44 (5), 1738-1739, 2015 | 6 | 2015 |
| Binary classification models with" Uncertain" predictions D Krstajic, L Buturovic, S Thomas, DE Leahy arXiv preprint arXiv:1711.09677, 2017 | 5 | 2017 |
| The costs and potential benefits of introducing the “I don’t know” answer in binary classification settings D Krstajic Preprints, 2021 | 1 | 2021 |
| Non-applicability Domain. The Benefits of Defining “I Don't Know” in Artificial Intelligence D Krstajic | 1 | 2020 |
| How real is the random censorship model in medical studies? D Krstajic arXiv preprint arXiv:1703.01237, 2017 | 1 | 2017 |
| Automating QSAR expertise DE Leahy, D Krstajic Chemistry Central Journal 2 (Suppl 1), P28, 2008 | 1 | 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 | 1 | 2007 |
| Why comparing survival curves between two subgroups may be misleading D Krstajic arXiv preprint arXiv:1611.01480, 2016 | | 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 | | 2016 |
| Role of Competitive Challenges in Personalized Medicine D Krstajić, L Buturović 12th Symposium on Neural Network Applications in Electrical Engineering …, 2014 | | 2014 |
| Autonomous QSAR Modelling J Cartmell, D Krstajic David E Leahy, 2011 | | 2011 |
