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 Parametric Bayesian Probabilistic Methods in Medical Diagnostics. Submitted for Publication, 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.