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Articles by Ryan Muddiman
Prescription Intervals of Medications for Chronic Use: A Cohort Study
1 Introduction There is a growing volume of research evaluating the occurrence and effects of deprescribing, defined as a clinician-led intervention involving medication change with the goal of managing polypharmacy and improving outcomes. Routinely collected data, for example, prescribing data from an electronic health record (EHR) is a useful data source for this research [1].
Prescription intervals of medications for chronic use: a cohort study
The authors have declared no competing interest. I confirm all relevant ethical guidelines have been followed, and any necessary IRB and/or ethics committee approvals have been obtained.
A Methodological Review of Simulation Studies Published in Pharmacoepidemiology and Drug Safety
1 Introduction Simulation studies are empirical experiments that typically generate data from pseudo-random sampling, apply a quantitative method and evaluate the method [1]. They are particularly useful when data complexity makes theoretical evaluation of methods impossible [2], such as estimating the power of a test given the data structure alone. This is particularly true in observational pharmacoepidemiology datasets where complex and dynamic processes are involved [3].
Broadband CARS Hyperspectral Classification of Single Immune Cells
ANA antinuclear antibodies APC antigen-presenting cells IRF interferon regulatory factor 1 Introduction The application of label-free spectroscopic methods toward biomedical applications is a promising area of research thanks to developments in new instrumentation methods such as coherent Raman spectroscopy (CRS) [1]. These methods can provide near instantaneous chemical contrast of single points of interest, with the potential to achieve live imaging rates [2].
Removing non-resonant background from broadband CARS using a physics-informed neural network
Removing non-resonant background from broadband CARS using a physics-informed neural network Ryan Muddiman, Kevin O'Dwyer, Charles H Camp, Jr. and Bryan M Hennelly Abstract Broadband Coherent Anti-Stokes Raman Scattering (BCARS) is capable of producing high-quality Raman spectra spanning broad bandwidths, 400-4000 cm−1, with millisecond acquisition times.
Imaad Wasif, The Great Eastern Sun: Meditations on Seeking and Solace ~ Ryan Muddiman
“for those who delight in the complexity of thought and song, it proves to be a wellspring of elation…” There will always be comparisons made, upon hearing new music, to the familiar: the sounds, songs, and musicians that have either influenced us personally or the world of music as a whole. It’s an inevitable occurrence. If you’re a music lover, it simply happens.
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