Diagnosis Commons^™

Diagnosis And Evaluation Of Peripheral Neuropathies, Jay D. Varrato Do

Neurology Update for the Non-Neurologist

No abstract provided.

Diagnosis And Treatment Options For Multiple Sclerosis, Gary Clauser Md

Neurology Update for the Non-Neurologist

No abstract provided.

Diagnosis, Evaluation And Treatments For Dementia, John W. Margraf Md

Neurology Update for the Non-Neurologist

No abstract provided.

Diagnosis, Assessment And Evaluation For Seizures, John W. Margraf Md

Neurology Update for the Non-Neurologist

No abstract provided.

Migraine Diagnosis And Treatment, Vitaliy Koss Md

Neurology Update for the Non-Neurologist

No abstract provided.

Automated Point-Of-Care Image Processing Methodology For The Diagnosis Of Malaria, Michael B. Jorgensen

Master's Theses

Malaria has profoundly influenced human history for over four thousand years and despite numerous attempts at eradication, the prevention, diagnosis, and treatment of malaria have been largely ineffective. More than five hundred million people are affected by malaria every year resulting in over one million deaths. Drug resistance development by the parasite has diminished the effectiveness of numerous treatment options due, in part, to overtreatment of negative patients based on insufficient clinical algorithms and diagnostic methods. The goal of this research was to develop an image analysis algorithm to diagnose malaria with a high degree of sensitivity and specificity in …

A Machine Learning Approach To Diagnosis Of Parkinson’S Disease, Sumaiya F. Hashmi

CMC Senior Theses

I will investigate applications of machine learning algorithms to medical data, adaptations of differences in data collection, and the use of ensemble techniques.

Focusing on the binary classification problem of Parkinson’s Disease (PD) diagnosis, I will apply machine learning algorithms to a primary dataset consisting of voice recordings from healthy and PD subjects. Specifically, I will use Artificial Neural Networks, Support Vector Machines, and an Ensemble Learning algorithm to reproduce results from [MS12] and [GM09].

Next, I will adapt a secondary regression dataset of PD recordings and combine it with the primary binary classification dataset, testing various techniques to consolidate …

Erosive Hand Osteoarthritis Is Associated With Subclinical Atherosclerosis And Endothelial Dysfunction, Athanasios Koutroumpas, Athanasios Giannoukas, Elias Zintzaras, Ekaterini Exarchou, Aris Baliakos, Konstantinos Makaritsis, Lazaros I. Sakkas

Biological Sciences Faculty Publications

Chronic inflammatory disorders have been associated with accelerated atherosclerosis and increased cardiovascular (CV) risk. Recent evidence suggests that erosive hand osteoarthritis (EOA) has considerable inflammation; therefore, we examined the presence of subclinical atherosclerosis and endothelial dysfunction in EOA. Twenty-four patients with EOA and 24 age- and sex-matched healthy individuals without clinical OA were included in the study. No subject had a history of CV disease. Intima-media thickness (IMT) and atheromatous plaques in the common carotid and common femoral arteries were measured by Doppler ultrasonography. The endothelium-dependent, flow-mediated dilatation (FMD) and endothelium-independent, sublingual glyceryl trinitrate (NTG)-induced dilatation (NMD) of the brachial …

Is Modafinil (Provigil®) Effective In Improving Cognitive Function In Adults With Narcolepsy?, Stephanie V. Bui

PCOM Physician Assistant Studies Student Scholarship

OBJECTIVE: The objective of this selective EBM review is to determine whether or not modafinil (Provigil®) is effective in improving cognitive function in adults with narcolepsy.

STUDY DESIGN: Review of all English language primary randomized controlled trials from 1996 to 2010.

DATA SOURCES: Double-blind, randomized controlled trials that compared modafinil (Provigil®) to a visually matched placebo were found using OVID, MEDLINE, and Cochrane Databases.

OUTCOME(S) MEASURED: Each of the three trials assessed the effect of modafinil on cognitive and executive function by Low-Resolution Brain Electromagnetic Tomography (LORETA), and the following assessment tools: Epworth Sleepiness Scale (ESS), Multiple Sleep …

A Dna Computer For Glioblastoma Multiforme Diagnosis And Drug Delivery, Sumaiya F. Hashmi

CMC Senior Theses

Glioblastoma multiforme (GBM) is a debilitating malignant brain tumor with expected patient survival of less than a year and limited responsiveness to most treatments, often requiring biopsy for diagnosis and invasive surgery for treatment. We propose a DNA computer system, consisting of input, computation, and output components, for diagnosis and treatment. The input component will detect the presence of three GBM biomarkers: vascular endothelial growth factor (VEGF), caveolin-1α (CAV), and B2 receptors. The computation component will include indicator segments for each of these genes, and ensure that output is only released if all the biomarkers are present. The output component …

Prediction Models For Solitary Pulmonary Nodules Based On Curvelet Textural Features And Clinical Parameters, Jing-Jing Wang, Hai-Feng Wu, Tao Sun, Xia Li, Wei Wang, Li-Xin Tao, Da Huo, Ping-Xin Lv, Wen He, Xiu-Hua Guo

Research outputs 2013

Lung cancer, one of the leading causes of cancer-related deaths, usually appears as solitary pulmonary nodules (SPNs) which are hard to diagnose using the naked eye. In this paper, curvelet-based textural features and clinical parameters are used with three prediction models [a multilevel model, a least absolute shrinkage and selection operator (LASSO) regression method, and a support vector machine (SVM)] to improve the diagnosis of benign and malignant SPNs. Dimensionality reduction of the original curvelet-based textural features was achieved using principal component analysis. In addition, non-conditional logistical regression was used to find clinical predictors among demographic parameters and morphological features. …

The Identification Of Diagnostic Serological Autoantibodies For Cutaneous Melanoma, Pauline Zaenker

Theses: Doctorates and Masters

Abstract not available.

Rapid Detection Of Streptococcus Mutans In Saliva, Catherine E. Holtman

Electronic Theses and Dissertations

Documentation exists that mothers can pass the cariogenic bacteria Streptococcus mutans to their infants. The newest technology to identify Streptococcus mutans is a rapid detection saliva test. Two hundred patients above the age of 18 were targeted using random selection in a Louisville, Kentucky dental office. Patients signed an informed consent form and were given a qualifying questionnaire. Patients received 2 bitewing x-rays and a charted DMFT index and were administered the saliva test. While the null hypothesis was rejected using the chi square test, the results were inconclusive due to expected values. However, other chi square results revealed that …

A Digital X-Ray Tomosynthesis Coupled Near Infrared Spectral Tomography System For Dual-Modality Breast Imaging, Venkataramanan Krishnaswamy, Kelly E. Michaelsen, Brian W. Pogue, Steven P. Poplack, Ian Shaw, Ken Defrietas, Ken Brooks, Keith D. Paulsen

Dartmouth Scholarship

A Near Infrared Spectral Tomography (NIRST) system has been developed and integrated into a commercial Digital Breast Tomosynthesis (DBT) scanner to allow structural and functional imaging of breast in vivo. The NIRST instrument uses an 8-wavelength continuous wave (CW) laser-based scanning source assembly and a 75-element silicon photodiode solid-state detector panel to produce dense spectral and spatial projection data from which spectrally constrained 3D tomographic images of tissue chromophores are produced. Integration of the optical imaging system into the DBT scanner allows direct co-registration of the optical and DBT images, while also facilitating the synergistic use of x-ray contrast as …

Diagnostic Potential Of The Nmda Receptor Peptide Assay For Acute Ischemic Stroke, Svetlana A. Dambinova, Kerstin Bettermann, Theodore Glynn, Matthew Tews, David Olsen, Joseph D. Weissman, Richard K. Sowell

Faculty Articles

Background

The acute assessment of patients with suspected ischemic stroke remains challenging. The use of brain biomarker assays may improve the early diagnosis of ischemic stroke. The main goal of the study was to evaluate whether the NR2 peptide, a product of the proteolytic degradation of N-methyl-D-aspartate (NMDA) receptors, can differentiate acute ischemic stroke (IS) from stroke mimics and persons with vascular risk factors/healthy controls. A possible correlation between biomarker values and lesion sizes was investigated as the secondary objective.

Methods and Findings

A total of 192 patients with suspected stroke who presented within 72 h of symptom onset …

Racial Inequality In The Valuation Of Health Outcomes Expressed By The 1992 Acs Guidelines For Prostate Cancer Screening, C. A. Beam

Journal of Health Disparities Research and Practice

In 1992, the American Cancer Society (ACS) recommended annual screening for prostate cancer for men 50 and older using PSA. In this article, I introduce a method to use race and age-specific PSA accuracy data to evaluate differences in the valuation of outcomes by race and age that were expressed by the ACS guidelines. Using this new method, it can be concluded that the guidelines implied a 4-fold greater valuation was assigned to screening young white males with prostate cancer than the value that was assigned to young black males with cancer. Future implementation of guidelines for screening and testing …

A Knowledge-Based Clinical Toxicology Consultant For Diagnosing Single Exposures, Joel D. Schipper, Douglas D. Dankel Ii, A. Antonio Arroyo, Jay L. Schauben

Publications

Objective: Every year, toxic exposures kill twelve hundred Americans. To aid in the timely diagnosis and treatment of such exposures, this research investigates the feasibility of a knowledge-based system capable of generating differential diagnoses for human exposures involving unknown toxins.

Methods: Data mining techniques automatically extract prior probabilities and likelihood ratios from a database managed by the Florida Poison Information Center. Using observed clinical effects, the trained system produces a ranked list of plausible toxic exposures. The resulting system was evaluated using 30,152 single exposure cases. In addition, the effects of two filters for refining diagnosis based on …

The Effect Of Progesterone Only Contraception On The Accuracy Of Cervical Cytologic Interpretation, Michelle Reneé Collins

Theses and Dissertations (ETD)

Abstract Introduction: Papanicolaou screening is the standard of care for the detection of abnormal cervical cells. Early detection and treatment of cervical neoplasia depends on the accurate interpretation of the cytologic sample. Diagnosis of dysplasia is made by histology interpretation to confirm the results of cytology screening. Cervical cells are susceptible to change as a result of hormonal exposure, and this has the potential to affect cytologic interpretation. Cervical cells may be exposed to exogenous progesterone if the woman uses injectable depot medroxyprogesterone acetate or a progesterone intrauterine device. Previous study results have been inconsistent regarding the effect of progesterone …

A Social Controversy: Autism Spectrum Disorder's Correlation To The Measles-Mumps-Rubella Vaccination, Lindsay A. Frye

Senior Honors Theses

A 1998 research study lead by Dr. Andrew Wakefield linked the measles-mumps-rubella (MMR) vaccination as a probable cause to autism spectrum disorder. This publication has started a significant debate among healthcare professionals and instigated an anti-vaccination movement within the general population. This vaccination controversy was started by parents who readily accepted Wakefield’s findings as truth and frequently would choose to withdrawal the administration of vaccinations from their children’s care plans. There has also been disapproval by healthcare professionals over Wakefield’s study since numerous research teams have been unable to replicate his findings. This disagreement surrounding the MMR vaccination is likely …

T-Scores In African American Women, Catherine Meyer, Brooke L. Griffin, Kathy Komperda, Jill Borchert

Journal of Health Disparities Research and Practice

Many older bone densitometer (DXA) machines are programmed to calculate T-scores for African- American patients using peak African-American bone mass as reference standard.

This presents a problem because most data regarding fracture risk has been derived using Caucasian data (Binkley 2002). If the T-score for an African-American woman is calculated using a race-adjusted reference, the same absolute bone density will yield a lower T-score for an African- American than for a Caucasian woman. For this reason, the International Society for Clinical Densitometry has recommended that T-scores for all women, regardless of ethnicity, be calculated from Caucasian reference standards (ISCD 2007).