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.

Abstract

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.

Abstract

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.

Abstract

Full text in arXiv

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.

Abstract

Full text in arXiv

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.

Abstract

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.

Abstract

Demonstration

Technical Report

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.

Abstract

Full text in arXiv

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 .

Abstract

Full Text in PLOS ONE

2. Hatjimihail AT. Core laboratory QC [Letter to the editor]. CAP Today 2015;29(5):8.

Full Text

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.

Abstract

Demonstration

Technical Report

3. Hatjimihail AT. Uncertainty of Measurement and Areas Over and Under the ROC Curves. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2009.

Abstract

Demonstration

Technical Report

4. Hatjimihail AT. Uncertainty of Measurement and Diagnostic Accuracy Measures. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2009.

Abstract

Demonstration

Technical Report

5. Chatzimichail T. Analysis of Diagnostic Accuracy Measures. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2015.

Abstract

Demonstration

Technical Report

6. Chatzimichail T. Correlation of Positive and Negative Predictive Values. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.

Abstract

Demonstration

Technical Report

7. Chatzimichail T, Hatjimihail AT. Analysis of Diagnostic Accuracy Measures for Two Combined Diagnostic Tests. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.

Abstract

Demonstration

Technical Report

8. Chatzimichail T, Hatjimihail AT. Relation of Diagnostic Accuracy Measures. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.

Abstract

Demonstration

Technical Report

9. Chatzimichail T. Calculator for Diagnostic Accuracy Measures. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.

Abstract

Demonstration

Technical Report

10. Chatzimichail T, Hatjimihail AT. Calculation of Diagnostic Accuracy Measures. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.

Abstract

Demonstration

Technical Report

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.

Abstract

Demonstration

Technical Report

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.

Abstract

Full text in Diagnostics

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.

Abstract

Full text in Diagnostics

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.

Abstract

Poster presentation

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.

Abstract

Poster presentation

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.

Abstract

Full text in Diagnostics

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.

Abstract

Full text in Diagnostics

3. Chatzimichail T, Hatjimihail AT. A Software Tool for Bayesian Probabilistic Methods in Medical Diagnostics. Submitted for Publication, 2024

Abstract

G. Clinical Tools

1. Chatzimichail T. Enteral Nutritional Design. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2017.

Abstract

Demonstration

Technical Report

2. Chatzimichail T. Enteral Nutritional Design [Poster Presentation]. ASPEN Nutrition Science and Practice Conference, Seattle, Washington, March 26-29, 2022.

Abstract

Poster presentation

H. Networks

1. Chatzimichail C, Hatjimihail AT. Network of Musical Instruments for Rhythm Accompaniment. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.

Abstract

Demonstration

Technical Report

I. Statistical Tools

1. Chatzimichail T, Hatjimihail AT. Exact Confidence Intervals for a Single Proportion. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.

Abstract

Demonstration

Technical Report

2. Chatzimichail T, Hatjimihail AT. Inferences about the Difference between Two Proportions. Wolfram Demonstrations Project, Champaign: Wolfram Research, Inc., 2018.

Abstract

Demonstration

Technical Report

J.Statistics of Complexity

1. Hatjimihail AT. A nonlinear component of the analytical error [Abstract]. Clin Chem 2000;46(S6):A69.

Abstract

2. Hatjimihail AT. A nonlinear component of the analytical error. arXiv:nlin/0201049 [nlin.AO].

DOI: 10.48550/arXiv.nlin/0201049.

Abstract

Full text in arXiv

K. Entropy and Genetic Algorithms

1. Hatjimihail AT. Entropy and genetic algorithms: Definition and some graphs. Technical Report I. Drama: Hellenic Complex Systems Laboratory, 1993.

Abstract

Technical Report