HCSL Publications
Statistical Quality Control, Reliability, and Risk
1. Hatjimihail AT. Core laboratory QC [Letter to the editor]. CAP Today. 2015;29(5):8.
2. Estimation of the Optimal Statistical Quality Control Sampling Time Intervals Using a Residual Risk Measure. PLoS ONE. 2009;4(6):e5770.
DOI: 10.1371/journal.pone.0005770 PMID: 19513124 PMCID: PMC2689359
Statistical Quality Control Design
Hatjimihail AT. Calculation of the confidence bounds for the fraction nonconforming of normal populations of measurements in clinical laboratory medicine. arXiv:1506.00571v6 [cs.CE].
DOI: 10.48550/arXiv.1506.00571
Genetic Algorithms Based Design and Optimization of Statistical Quality Control
1. Hatjimihail AT, Hatjimihail TT. Design of Statistical Quality Control Procedures Using Genetic Algorithms. arXiv:cs/0201024v2 [cs.NE].
DOI: 10.48550/arXiv.cs/0201024
2. Hatjimihail AT, Hatjimihail TT. Design of Statistical Quality Control Procedures Using Genetic Algorithms. In LJ Eshelman (ed).Proceedings of the Sixth International Conference on Genetic Algorithms. Morgan Kauffman; 1995:551-557.
3. Hatjimihail AT Genetic Algorithms Based Design and Optimization of Statistical Quality Control Procedures. Clin Chem. 1993;39(9):1972-1978.
DOI: 10.1093/clinchem/39.9.1972 PMID: 8375083
Abstract
Full Text in Clinical Chemistry
Neural Networks Based Quality Control
1. Chatzimichail RA, Hatjimihail AT. Quality Control Using Convolutional Neural Networks Applied to Samples of Very Small Size. Stoch Qual Control. 2023;38(2):63-78.
Abstract
Full Text in Stochastics and Quality Control
2. Chatzimichail RA, Hatjimihail AT. Quality Control Using Convolutional Neural Networks Applied to Samples of Very Small Size. arXiv:2310.10608v2 [cs.NE].
DOI: 10.48550/arXiv.2310.10608
Diagnostic Accuracy
1. Chatzimichail T. Diagnostic Uncertainty: A Software Tool for Calculating the Uncertainty of Diagnostic Accuracy Measures. Poster presented at: 14th International Diagnostic Error in Medicine Conference; Society to Improve Diagnosis in Medicine; October 25-27, 2021; Evanston, Illinois.
2. Chatzimichail T. Relation: A Software Tool for Exploring the Relation between Diagnostic Accuracy and Measurement Uncertainty. Poster presented at: 14th International Diagnostic Error in Medicine Conference; Society to Improve Diagnosis in Medicine; October 25-27, 2021; Evanston, Illinois.
3. Chatzimichail T, Hatjimihail AT. A Software Tool for Calculating the Uncertainty of Diagnostic Accuracy Measures. Diagnostics 2021;11(3):406.
DOI: 10.3390/diagnostics11030406 PMID: 33673466 PMCID: PMC7997227
Abstract
Full Text in Diagnostics
4. Chatzimichail T, Hatjimihail AT. A Software Tool for Exploring the Relation Between Diagnostic Accuracy and Measurement Uncertainty. Diagnostics. 2020;10(9):610.
DOI: 10.3390/diagnostics10090610 PMID: 32825135 PMCID: PMC7555914
Abstract
Full Text in Diagnostics
5. Hatjimihail AT. Quality of Diagnostic Accuracy Studies: The Development, Use, and Evaluation of QUADAS. BMJ Evidence-Based Medicine. 2006;11:189.
Full Text in BMJ Evidence Based Medicine
Bayesian Medical Diagnosis
1. Chatzimichail T, Hatjimihail AT. A Software Tool for Applying Bayes Theorem in Medical Diagnostics. BMC Med Inform Decis Mak. 2024;24:399.
DOI: 10.1186/s12911-024-02721-x PMID: 39709395 PMCID: PMC11662465
Abstract
Full Text in BMC Medical Informatics and Decision Making
2. Chatzimichail T, Hatjimihail AT. A Software Tool for Estimating Uncertainty of Bayesian Posterior Probability for Disease. Diagnostics. 2024;14(4):402.
DOI: 10.3390/diagnostics14040402 PMID: 38396440 PMCID: PMC10887534
Abstract
Full Text in Diagnostics
3. Chatzimichail T., Hatjimihail AT. A Bayesian Inference Based Computational Tool for Parametric and Nonparametric Medical Diagnosis. Diagnostics. 2023;13(19):3135.
DOI: 10.3390/diagnostics13193135 PMID: 37835877 PMCID: PMC10572594
Abstract
Full Text in Diagnostics
Clinical Tools
Chatzimichail T. Enteral Nutritional Design. Poster Presented at: ASPEN Nutrition Science and Practice Conference; March 26-29, 2022; Seattle, Washington.
Statistics in Complex Systems
1. Hatjimihail AT. A Nonlinear Component of the Analytical Error. arXiv:nlin/0201049v2 [nlin.AO].
DOI: 10.48550/arXiv.nlin/0201049
2. Hatjimihail AT. A Nonlinear Component of the Analytical Error [Abstract]. Clin Chem. 2000;46(S6):A69.
Entropy and Genetic Algorithms
Hatjimihail AT. Entropy and Genetic Algorithms: Definition and Some Graphs. Technical Report I. Hellenic Complex Systems Laboratory; 1993.
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