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.

Abstract

Abstract in PubMed

Full text in Clinical Chemistry

2. Hatjimihail AT, Hatjimihail TT. Design of statistical quality control procedures using genetic algorithms. Technical Report II. Drama: Hellenic Complex Systems Laboratory, 1994.

Abstract

Technical Report

3. 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

B. Neural Networks Based Quality Control

1. Chatzimichail RA, Hatjimihail AT. Quality Control Using Convolutional Neural Networks Applied to Samples of Very Small Size. Technical Report XXI. Drama: Hellenic Complex Systems Laboratory, 2022.

Abstract

Technical Report

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. Technical Report IV (2nd ed.). Drama: Hellenic Complex Systems Laboratory, 2019.

Abstract

Abstract in arXiv.org

Technical Report

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

Abstract

Abstract in PubMed

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.

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Demonstration

Technical Report

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

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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.

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Demonstration

Technical Report

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

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Demonstration

Technical Report

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

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Demonstration

Technical Report

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

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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

Abstract

Abstract in PubMed

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.

Abstract

Abstract in PubMed

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. Clinical Tools

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

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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

G. Networks

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

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Demonstration

Technical Report

H. Statistical Tools

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

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Demonstration

Technical Report

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

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Demonstration

Technical Report

I.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. Technical Report III. Drama: Hellenic Complex Systems Laboratory, 2001.

Abstract

Abstract in arXiv.org

Technical Report

J. 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