Browsing by Subject "Fourier Transform"
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Item Measurement and quantification of filling-related bladder pressure dynamics for improved diagnosis of bladder dysfunction(2022-08) Ravishankar, BhaskarOveractive Bladder (OAB) syndrome affects nearly 33 million adults in the US alone and results in severe health-related quality-of-life issues. Detrusor Overactivity (DO) is thought to be an important underlying cause of OAB and bladder cystometry – a test to measure bladder pressures during filling and voiding phases, is the clinical standard for diagnosis of DO. However, cystometry has not evolved for decades, and analysis of cystometric data is still largely subjective, dependent on physician interpretation and, mostly focused on overt contractile events and voiding behavior. Patient reported outcome measures, which are subjective and non-quantitative, have instead filled this diagnostic gap, resulting in challenges for both clinicians and patients. This thesis addresses the limitations of current bladder diagnostics by 1) developing a scalable workflow to measure and quantify cystometric signals during filling and 2) applying the workflow and measurement techniques across various clinical and preclinical in vitro and in vivo models and studies to improve utility of cystometric outcomes and increase reliability and accuracy of clinically diagnosing DO.As a first step, a scalable workflow was developed from an initial set of clinical cystometry data sets to quantify bladder pressure signals during filling, with the goal of rapid near-term translation to routine clinical application. This workflow was used to analyze the acquired signals from preclinical studies and existing clinical data sets, which demonstrate its scalability and utility across different model systems. Initially, in vitro porcine tissue models were considered for measurement of contractile activity of bladder tissue strips. Numerous studies were conducted to mimic physiological and pathological conditions during bladder filling, by tissue stretching and addition of carbachol and their impacts on the contractile activities of the strips were measured and quantified. To understand bladder physiology in a clinical setting, retrospective clinical studies were conducted where clinical cystometry data sets were analyzed with a focus on filling-related bladder pressure signals. Further, the analysis was extended to DO and non-DO patients where the success of the workflow was demonstrated in not just differentiating the two groups but being able to do so with half the duration of available signals, thus showing potential to reduce cystometry duration by 50% as well as eliminating the need to initiate voiding. To bridge the gap between in vitro and clinical studies, preclinical in vivo large animal sheep studies were conducted. Leveraging the physiological and anatomical similarities of sheep and humans, multiple sets of filling cystometry data were captured from sheep in both awake behaving and anesthetized states and the data was analyzed using the workflow. Results showed similarities between in vivo signals, and those of clinical non-DO patients as well as in vitro tissue studies. Further, these studies demonstrated that sheep are viable preclinical models to mimic bladder physiology and pathologies, and test different therapeutic efficacies. This thesis demonstrates the utility of measuring and quantifying filling-related signals of the bladder in diagnosis of bladder dysfunction. Further, parallels between preclinical and clinical models of bladder dysfunction are shown. The concepts described here reflect the need for quantification of clinical data and point to a much-needed shift in clinical diagnosis of bladder dysfunction from subjective interpretation to objective quantified outcomes.Item Signal approximation via the Gopher Fast Fourier Transform(University of Minnesota. Institute for Mathematics and Its Applications, 2010-07) Segal, I. Ben; Iwen, M.A.