HCSL Publications
A. Genetic Algorithms Based Design and Optimization of Statistical Quality Control
1. Hatjimihail AT. Genetic algorithms based design and optimization of statistical quality control procedures. Clin Chem 1993;39:1972-8.
DOI: 10.1093/clinchem/39.9.1972. PMID: 8375083.
Full Text in Clinical Chemistry
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. San Francisco: Morgan Kauffman, 1995:551-7.
3. Hatjimihail AT, Hatjimihail TT. Design of statistical quality control procedures using genetic algorithms. arXiv:cs/0201024 [cs.NE].
DOI: 10.48550/arXiv.cs/0201024.
B. Neural Networks Based Quality Control
1. Chatzimichail RA, Hatjimihail AT. Quality Control Using Convolutional Neural Networks Applied to Samples of Very Small Size. arXiv:2310.10608 [cs.NE].
DOI: 10.48550/arXiv.2310.10608.
2. Chatzimichail RA, Hatjimihail AT. Quality Control Using Convolutional Neural Networks Applied to Samples of Very Small Size, Stochastics and Quality Control, 2023.
DOI: 10.1515/eqc-2023-0001.
Full Text in Stochastics and Quality Control
C. Statistical Quality Control Design
1. Hatjimihail AT. Tool for Quality Control Design and Evaluation. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2010.
2. Hatjimihail AT. Calculation of the confidence bounds for the fraction nonconforming of normal populations of measurements in clinical laboratory medicine. arXiv:1506.00571 [cs.CE].
DOI: 10.48550/arXiv.1506.00571.
D. Statistical Quality Control, Reliability, and Risk
1. Hatjimihail AT. 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. PMCID: PMC2689359. PMID: 19513124 .
2. Hatjimihail AT. Core laboratory QC [Letter to the editor]. CAP Today 2015;29(5):8.
E. Diagnostic Accuracy
1. Hatjimihail AT. Resource review: Whiting P. Quality of diagnostic accuracy studies:The development, use, and evaluation of QUADAS. Bristol: P E Whiting, 2006. Evidence-Based Medicine 2006:11;189.
Full Text in Evidence Based Medicine
2. Hatjimihail AT. Receiver Operating Characteristic Curves and Uncertainty of Measurement. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2007.
3. Hatjimihail AT. Uncertainty of Measurement and Areas Over and Under the ROC Curves. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2009.
4. Hatjimihail AT. Uncertainty of Measurement and Diagnostic Accuracy Measures. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2009.
5. Chatzimichail T. Analysis of Diagnostic Accuracy Measures. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2015.
6. Chatzimichail T. Correlation of Positive and Negative Predictive Values. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.
7. Chatzimichail T, Hatjimihail AT. Analysis of Diagnostic Accuracy Measures for Two Combined Diagnostic Tests. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.
8. Chatzimichail T, Hatjimihail AT. Relation of Diagnostic Accuracy Measures. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.
9. Chatzimichail T. Calculator for Diagnostic Accuracy Measures. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.
10. Chatzimichail T, Hatjimihail AT. Calculation of Diagnostic Accuracy Measures. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.
11. Hatjimihail AT. The Area Over a Receiver Operating Characteristic (ROC) Curve as an Index of Diagnostic Inaccuracy. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.
12. 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. PMCID: PMC7555914. PMID: 32825135.
13. Chatzimichail T, Hatjimihail AT. A Software Tool for Calculating the Uncertainty of Diagnostic Accuracy Measures. Diagnostics. 2021; 11(3):406.
DOI: 10.3390/diagnostics11030406. PMCID: PMC7997227. PMID: 33673466.
14. Chatzimichail T. Relation: A Software Tool for Exploring the Relation between Diagnostic Accuracy and Measurement Uncertainty [Poster presentation]. 14th International Diagnostic Error in Medicine Conference, Society to Improve Diagnosis in Medicine, Evanston, Illinois, 2021.
15. Chatzimichail T. Diagnostic Uncertainty: A Software Tool for Calculating the Uncertainty of Diagnostic Accuracy Measures [Poster presentation]. 14th International Diagnostic Error in Medicine Conference, Society to Improve Diagnosis in Medicine, Evanston, Illinois, 2021.
F. Bayesian Medical Diagnosis
1. 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. PMCID: PMC10572594. PMID: 37835877.
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. PMCID: PMC10887534. PMID: 38396440.
3. Chatzimichail T, Hatjimihail AT. A Software Tool for Applying Bayes Theorem in Medical Diagnostics. Submitted to BMC Medical Informatics and Decision Making, 2024
G. Clinical Tools
1. Chatzimichail T. Enteral Nutritional Design. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2017.
2. Chatzimichail T. Enteral Nutritional Design [Poster Presentation]. ASPEN Nutrition Science and Practice Conference, Seattle, Washington, March 26-29, 2022.
H. Networks
1. Chatzimichail C, Hatjimihail AT. Network of Musical Instruments for Rhythm Accompaniment. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.
I. Statistical Tools
1. Chatzimichail T, Hatjimihail AT. Exact Confidence Intervals for a Single Proportion. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.
2. Chatzimichail T, Hatjimihail AT. Inferences about the Difference between Two Proportions. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.
J.Statistics of Complexity
1. Hatjimihail AT. A nonlinear component of the analytical error [Abstract]. Clin Chem 2000;46(S6):A69.
2. Hatjimihail AT. A nonlinear component of the analytical error. arXiv:nlin/0201049 [nlin.AO].
DOI: 10.48550/arXiv.nlin/0201049.