Board of Regents Notification Letter, July 28, 2005

State Audit Reports

Personalized modeling for drug concentration prediction using Support Vector Machine

Building a personalized model to describe the drug concentration inside the human body for each patient is highly important to the clinical practice and demanding to the modeling tools. Instead of using traditional explicit methods, in this paper we propose a machine learning approach to describe the relation between the drug concentration and patients' features. Machine learning has been largely applied to analyze data in various domains, but it is still new to personalized medicine, especially dose individualization. We focus mainly on the prediction of the drug concentrations as well as the analysis of different features' influence. Models are built based on Support Vector Machine and the prediction results are compared with the traditional analytical models.

Towards a user-friendly webservice architecture for statistical machine translation in the PANACEA project

This paper presents a webservice architecture for Statistical Machine Translation aimed at non-technical users. A workfloweditor allows a user to combine different webservices using a graphical user interface. In the current state of this project,the webservices have been implemented for a range of sentential and sub-sententialaligners. The advantage of a common interface and a common data format allows the user to build workflows exchanging different aligners.

Interobserver and intraobserver variability of the apparent diffusion coefficient in treated malignant hepatic lesions on a 3.0T machine: measurements in the whole lesion versus in the area with the most restricted diffusion.

PURPOSE: To assess the inter/intraobserver variability of apparent diffusion coefficient (ADC) measurements in treated hepatic lesions and to compare ADC measurements in the whole lesion and in the area with the most restricted diffusion (MRDA). MATERIALS AND METHODS: Twenty-five patients with treated malignant liver lesions were examined on a 3.0T machine. After agreeing on the best ADC image, two readers independently measured the ADC values in the whole lesion and in the MRDA. These measurements were repeated 1 month later. The Bland-Altman method, Spearman correlation coefficients, and the Wilcoxon signed-rank test were used to evaluate the measurements. RESULTS: Interobserver variability for ADC measurements in the whole lesion and in the MRDA was 0.17 x 10(-3) mm(2)/s [-0.17, +0.17] and 0.43 x 10(-3) mm(2)/s [-0.45, +0.41], respectively. Intraobserver limits of agreement could be as low as [-0.10, +0.12] 10(-3) mm(2)/s and [-0.20, +0.33] 10(-3) mm(2)/s for measurements in the whole lesion and in the MRDA, respectively. CONCLUSION: A limited variability in ADC measurements does exist, and it should be considered when interpreting ADC values of hepatic malignancies. This is especially true for the measurements of the minimal ADC.

Iowa Soybean Promotion Board, Independent Auditor's Reports, Financial Statements and Supplementary Information, August 31, 2004 & June 30, 2005

State Audit Reports

2004 Annual Report of the Iowa Utilities Board

Annual report of the Iowa Utilities Board.

Iowa Corn Promotion Board, Independent Auditor's Reports, Financial Statements, Supplementary Information and Schedule of Findings, August 31, 2004 & 2005

State Audit Reports

Board of Regent Universities, A Review of Procurement Card Programs, For the Period July 1, 2001 through June 30, 2003

State University Audit Report

Iowa Board of Nursing Annual Report, July 1, 2003-June 30, 2004

Annual Report of the Iowa Board of Nursing. Includes changes to rules,legislation and procedure during fiscal year 2004, as well as statistics pertaining to all aspects of board business: basic education, continuing education, enforcement, administration, financial report, and nursing demographics.

Iowa Board of Nursing Annual Report, July 12, 2004-June 30,2005

Annual report of the Iowa Board of Nursing. Includes information on legislation, rule changes, and statistics related to all aspects of board business: education, continuing education, enforcement, administrative changes, financial report and general nursing demographics.

Department of Commerce Iowa Utilities Board Performance Report, FY 2004

Agency Performance Report from the Iowa Utilities Board

Department of Commerce Iowa Utilities Board Performance Report, FY 2005

Agency Performance Report from the Iowa Utilities Board

Board of Parole Performance Report, FY 2004

Agency Performance Report