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Articles 109321 - 109350 of 1328842
Full-Text Articles in Entire DC Network
A Comprehensive Review On Cryptographic Techniques For Securing Internet Of Medical Things: A State-Of-The-Art, Applications, Security Attacks, Mitigation Measures, And Future Research Direction, Wamusi Robert, Asiku Denis, Adebo Thomas, Aziku Samuel, Simon Peter Kabiito, Zaward Morish, Guma Ali
A Comprehensive Review On Cryptographic Techniques For Securing Internet Of Medical Things: A State-Of-The-Art, Applications, Security Attacks, Mitigation Measures, And Future Research Direction, Wamusi Robert, Asiku Denis, Adebo Thomas, Aziku Samuel, Simon Peter Kabiito, Zaward Morish, Guma Ali
Mesopotamian Journal of Artificial Intelligence in Healthcare
As healthcare becomes increasingly dependent on the Internet of Medical Things (IoMT) infrastructure, it is essential to establish a secure system that guarantees the confidentiality and privacy of patient data. This system must also facilitate the secure sharing of healthcare information with other parties within the healthcare ecosystem. However, this increased connectivity also introduces cybersecurity attacks and vulnerabilities. This comprehensive review explores the state-of-the-art in the IoMT, security requirements in the IoMT, cryptographic techniques in the IoMT, application of cryptographic techniques in securing the IoMT, security attacks on cryptographic techniques, mitigation strategies, and future research directions. The study adopts a …
Cross-Temporal Hierarchical Forecast Reconciliation Of Natural Gas Demand, Colin O. Quinn, George F. Corliss, Richard J. Povinelli
Cross-Temporal Hierarchical Forecast Reconciliation Of Natural Gas Demand, Colin O. Quinn, George F. Corliss, Richard J. Povinelli
Electrical and Computer Engineering Faculty Research and Publications
Local natural gas distribution companies (LDCs) require accurate demand forecasts across various time periods, geographic regions, and customer class hierarchies. Achieving coherent forecasts across these hierarchies is challenging but crucial for optimal decision making, resource allocation, and operational efficiency. This work introduces a method that structures the gas distribution system into cross-temporal hierarchies to produce accurate and coherent forecasts. We apply our method to a case study involving three operational regions, forecasting at different geographical levels and analyzing both hourly and daily frequencies. Trained on five years of data and tested on one year, our model achieves a 10% reduction …
American Political Engagement: Does Food Assistance Affect Political Participation?, Maya Patterson
American Political Engagement: Does Food Assistance Affect Political Participation?, Maya Patterson
Res Publica - Journal of Undergraduate Research
This research paper examines the role of how program participation in food access programs influences political participation in the US, specifically “Does program participation in food access programs, such as receiving benefits from SNAP or WIC, influence political participation?” Using a self-reported, weighted 2017 survey of Rural America, this study demonstrates how people receiving food benefits within the last year affect their political participation, specifically how they voted in the 2016 presidential election. This survey was collected by the Roper Center's iPOLL databank, after searching for questions about receiving food assistance. By focusing on the last decade, this research paper …
Shape Discrimination In Central And Peripheral Vision And Its Potential For Vision Screening, Anna Zolubak
Shape Discrimination In Central And Peripheral Vision And Its Potential For Vision Screening, Anna Zolubak
School of Health Professions Theses
Background and aims: Radial frequency (RF) shape discrimination with small central and achromatic stimuli has been successfully used in vision monitoring tests for age related macular degeneration (AMD). This thesis aims to provide basic vision research in the peripheral visual field (VF) that can expand the versatility and sensitivity of the current tests. Methods: The research described herein used visual psychophysics to explore RF shape discrimination under different conditions in normal vision. Aspects explored included chromatic and luminance mechanisms, retinal location, size and scaling, binocular interactions and effects of simulated scotoma, concentric and eccentric presentation, and interval and spatial methods. …
The Effectiveness Of Motor-Motor And Motor-Cognitive Dual-Task Training Interventions On Balance In People With Parkinson’S Disease: Rct Design, Feasibility, And Acceptability Testing, Nesibe Cakmak
School of Health Professions Theses
Background: Dual-task training (DTT), utilized in motor-motor (M-DTT) and/or cognitive-motor (C-DTT) forms, has been identified as an effective and safe approach to improve balance in people with Parkinson’s disease (pwPD). Studies which investigate the superiority of the effectiveness of M-DTT and CDTT interventions, however, are lacking. To determine superiority there is a need to design a randomized control trial (RCT). This PhD study, therefore, had two aims. Firstly, to design home-based M-DTT and C-DTT interventions for improving upright balance in people with mild to moderate PD. Secondly to test the feasibility and acceptability of the interventions, outcome measures, and the …
Hcai Block Model: A Competence Model For Human Centred Artificial Intelligence At K-12, Brian Conway, Keith Nolan, Keith Quille
Hcai Block Model: A Competence Model For Human Centred Artificial Intelligence At K-12, Brian Conway, Keith Nolan, Keith Quille
Conference Papers
Artificial Intelligence (AI) is becoming a common topic within thecomputing K-12 curricula worldwide. While much of the focusof research is on the use of Generative AI in and for education,AI as a core subject area is still gaining popularity, with much ofthis research focusing on content and tools that effectively support the teaching of AI. However, as we grow as a field, there isa need currently unmet to provide foundations (in the form of ablock model as there exists for programming) to allow researchersto build strong pedagogies and methodologies from, and even abase to design activities and content. Compounding this, …
On Design Load Prediction And Extreme Response Modelling Of Floating Offshore Renewable Energy Structures, Tom Tosdevin
On Design Load Prediction And Extreme Response Modelling Of Floating Offshore Renewable Energy Structures, Tom Tosdevin
School of Engineering, Computing and Mathematics Theses
FLOATING offshore renewable energy (FORE) is a marginal industry and as such cost reductions are essential in order for it to become competitive with other forms of electricity generation. Design practices for evaluating the extreme responses of FORE devices are still under consideration by standards authorities, thus methods that enable potential speeding up of the design and development phases, particularly physical model testing are needed. Probabilistic design approaches have proved effective in bringing down costs in the aerospace and automobile industries and so provide a potential route to viability by allowing partial safety factors to be reduced. However, the scarcity …
1st Eut+ International Conference On Languages, Tamara Onnis, Stefanie Morgret
1st Eut+ International Conference On Languages, Tamara Onnis, Stefanie Morgret
Conference Proceedings
Language has to power to bind us or divide us. Language enables us to cooperate with each other or impede each other. Through language, we are able to be the human beings we are today, hold our value systems dear and accomplish all that we have done over millennia. This volume provides an impression of the first international EUt+ language conference on ‘Inter/Multiculturalism in a Post Colonial Era: Languages and European Values’ hosted by University of Applied Sciences Darmstadt. Thirteen contributions invite you to experiences, ideas and research findings related to language and its interaction with intercultural communication, European values …
Do Audit Partners Exhibit Hometown Bias?, Yuzhou Chen, Timothy Seidel, Aleksandra "Ally" B. Zimmerman
Do Audit Partners Exhibit Hometown Bias?, Yuzhou Chen, Timothy Seidel, Aleksandra "Ally" B. Zimmerman
Faculty Publications
We investigate whether audit partners exhibit greater leniency towards audit clients located in their childhood or pre-professional home state. While prior research has examined the audit quality effects of geographic distance between an auditor and client as well as auditors’ social ties to company management or directors, this study uniquely examines auditors’ psychological affinity to places rather than people. Using hand-collected data on audit partners, company managers, and directors, we find evidence of partners exhibiting hometown bias in the form of greater leniency towards clients’ opportunistic reporting. However, we find no evidence to suggest that these psychological biases affect audit …
Strategic Alignment, Performance, And The Moderating Effect Of Regulatory Fit, Hayden T. Gunnell, Steven D. Smith, Travis W. Steadman
Strategic Alignment, Performance, And The Moderating Effect Of Regulatory Fit, Hayden T. Gunnell, Steven D. Smith, Travis W. Steadman
Faculty Publications
We examine how the alignment of performance measurement and strategy affects performance on a multidimensional task. Our experiment varies both the strategy (speed versus accuracy) of the hypothetical firm for which participants work and the individual performance measure that is reported to them, creating two conditions of clear alignment and two of clear misalignment. We find that while workers are responsive to the performance measure regardless of its alignment, they are also sensitive to the strategy such that costly alignment effects are observed. We also predict and find that workers respond asymmetrically to misalignment in accuracy performance but not in …
The Effects Of Strategic Alignment And Strategic Clarity On Multidimensional Task Performance, Steven D. Smith, Tyler F. Thomas
The Effects Of Strategic Alignment And Strategic Clarity On Multidimensional Task Performance, Steven D. Smith, Tyler F. Thomas
Faculty Publications
The alignment of a firm’s performance measures with its strategic objectives is fundamental to effective management control, at least in part because performance measures and stated strategy represent separate sources of information that workers can rely on to guide their efforts. We experimentally examine the effects of strategic alignment and strategic clarity (i.e., the specificity with which strategic objectives are communicated) on workers’ performance on a multidimensional task. We predict and find that alignment improves performance under a vague strategy statement but impairs performance under a clear strategy statement. These results are consistent with strategic clarity and performance measure alignment …
The Effects Of Preharvest Silicon Treatment And Passive Map On Quality And Shelf Life Of White Button Mushrooms In Thermoformed Recycled Pet Packaging System, Tigist T. Shonte, Helen Grogan, Jesus Maria Frias Celayeta, Francesco S. Giordano, Andrew Reynolds, Orla O'Halloran, Lorraine Foley, Shivani Pathania
The Effects Of Preharvest Silicon Treatment And Passive Map On Quality And Shelf Life Of White Button Mushrooms In Thermoformed Recycled Pet Packaging System, Tigist T. Shonte, Helen Grogan, Jesus Maria Frias Celayeta, Francesco S. Giordano, Andrew Reynolds, Orla O'Halloran, Lorraine Foley, Shivani Pathania
Articles
A crop pretreatment with silicon was combined with passive modified atmosphere packaging (PMAP) in a thermoformed recycled PET packaging format as a novel approach to minimize the quality degradation in mushrooms. This study was aimed to evaluate the effects of (a) two preharvest treatments, namely preharvest control (PHTC) and preharvest silicon treatment (PHTS) and (b) four packaging lid formats, namely PMAP1: a single hole of 1.1 mm size, PMAP2: two holes of 0.53 mm size, PMAP3: three holes of 0.53 mm size, and PMAPC: OMNI-PW micro perforated cling film as a control on the quality and shelf life of mushrooms …
A Comprehensive Review Of Cured Meat Products In The Irish Market: Opportunities For Reformulation And Processing, Jan Roland G. Molina, Jesús M. Frías-Celayeta, Declan J. Bolton, Cristina Botinestean
A Comprehensive Review Of Cured Meat Products In The Irish Market: Opportunities For Reformulation And Processing, Jan Roland G. Molina, Jesús M. Frías-Celayeta, Declan J. Bolton, Cristina Botinestean
Articles
No abstract provided.
Structure-Function Relationship Of Oat Flour Fractions When Blended With Wheat Flour: Instrumental And Nutritional Quality Characterization Of Resulting Breads, Mahmoud Said Rashed, Milica Pojić, Ciara Mcdonagh, Eimear Gallagher, Jesus M. Frias, Shivani Pathania
Structure-Function Relationship Of Oat Flour Fractions When Blended With Wheat Flour: Instrumental And Nutritional Quality Characterization Of Resulting Breads, Mahmoud Said Rashed, Milica Pojić, Ciara Mcdonagh, Eimear Gallagher, Jesus M. Frias, Shivani Pathania
Articles
Abstract: The present work investigated the structure-function relationship of dry fractionated oat flour (DFOF) as a techno-functional ingredient using bread as a model system. Mechanically, DFOF fractions (F), that is, F1: <224 µm, F2: 250–280 µm, F3: 280–500 µm, F4: 500–600 µm, and whole oat flour (F5) were blended with white wheat flour at 10%, 30%, and 50% substitution levels for bread making. The blended flours, doughs, and bread samples were assessed for their techno-functional, nutritional, and structural characteristics. The results of Mixolab and the Rapid Visco Analyzer show that the 50% substituted F3 fraction exhibits the highest water absorption properties (69.53%), whereas the 50% F1 fraction exhibits the highest peak viscosity of the past slurry. Analysis of bread samples revealed a lower particle size of DFOF fractions and higher supplementation levels, increased β-glucan levels (0.13–1.29 g/100 bread (db), reduced fermentable monosaccharides, that is, glucose (1.44–0.33 g/100 g), and fructose (1.06–0.28 g/100 g). The effect of particle size surpassed the substitution level effect on bread volume reduction. The lowest hardness value for F1 is 10%, and the highest value for F2 is 50%. The total number of cells in the bread slice decreased from the control to the F4 fraction (50%). Multi-criteria analysis indicated that DFOF fractions produced breads with similar structure and higher nutritional value developed from white wheat flour. Practical Application: The use of mechanically fractionated oat flours fractions in white wheat flour breads can improve the nutritional profile without affecting the physical properties of the bread product. Based on the oat flour fractions, bakers and food processing companies can tailor the bread formulations for high β-glucan, high fiber, and low reduced sugar claims.
Effects Of Cognitive And Social Demands On Linguistic Production For People With Moderate, Mild, Or No Aphasia, Tyson G. Harmon, Emily Mcdonald, Kyle Steele
Effects Of Cognitive And Social Demands On Linguistic Production For People With Moderate, Mild, Or No Aphasia, Tyson G. Harmon, Emily Mcdonald, Kyle Steele
Faculty Publications
Background: Most everyday communication occurs in situations where cognitive and social demands are present. These types of situations may compound language deficits for people with aphasia (PWA). An understanding of the language interference that may occur from cognitive and social demands is an important precursor for assessment and intervention that addresses everyday communication situations.
Aims: To determine how cognitively and socially demanding conditions affect micro- and macrolinguistic production for people with moderate, mild, or no aphasia during narrative discourse and to compare effects among groups.
Method: Thirty participants with mild (n = 9), moderate (n = 9), or no (n …
Elevato-Cdr: Speech Enhancement In Large Delay And Reverberant Assisted Living Scenarios, Swarnadeep Bagchi, Ruairí De Fréin
Elevato-Cdr: Speech Enhancement In Large Delay And Reverberant Assisted Living Scenarios, Swarnadeep Bagchi, Ruairí De Fréin
Conference papers
Speech enhancement algorithms are needed for Assisted Living (AL) environments, which are characterized by large inter-microphone spacings, significant phase-wraparound, and high reverberation times (T60). We contribute Elevato- CDR, which addresses the task of enhancing speech given the large relative delays and high levels of reverberation, which are characteristic of AL scenarios. The purpose of this paper is to evaluate Elevato-CDR’s performance and compare it with benchmark reverberation schemes, using speech mixtures which experience reverberation and background noise. Our findings indicate that Elevato-CDR successfully outperforms classical dereverberation algorithms in terms of subjective (MARS, PESQ) and objective (SDR, SRR) performance measures in …
5.Meeting The Attachment Needs Of Nursing Home Residents With Dementia, Lucia Carragher, Gemma Jones, Ann Marron, Laura Ballantine
5.Meeting The Attachment Needs Of Nursing Home Residents With Dementia, Lucia Carragher, Gemma Jones, Ann Marron, Laura Ballantine
Irish Journal of Applied Social Studies
No abstract provided.
The Impact Of Chief Audit Executive Turnover In Taiwan, Kenneth L. Bills, Hua-Wei Huang, Yi-Hung Lin, David A. Wood
The Impact Of Chief Audit Executive Turnover In Taiwan, Kenneth L. Bills, Hua-Wei Huang, Yi-Hung Lin, David A. Wood
Faculty Publications
This study adds to the emerging body of research showing the importance of internal audit to improve corporate governance and firm performance. Specifically, we test how the market reacts to the announcement of a turnover to the head of internal audit (i.e., the chief audit executive (CAE)). We find negative cumulative abnormal returns in the days surrounding the announcement of a CAE turnover and that the market holds a relatively negative perception of CAE turnover regardless of the reasons for the turnover event. We then study two reasons for why the market would react negatively to the CAE turnover and …
A Demonstration Of How Chatgpt Can Be Used In The Internal Auditing Process, Marc Eulerich, David A. Wood
A Demonstration Of How Chatgpt Can Be Used In The Internal Auditing Process, Marc Eulerich, David A. Wood
Faculty Publications
For the past several years, internal audit functions (IAFs) have been significantly increasing their digitization efforts to enhance the efficiency and effectiveness of the IAF. The introduction of ChatGPT has increased the potential for IAFs to have a more significant impact; however, there is little guidance on how ChatGPT can influence the day-to-day work of internal auditors. This paper demonstrates with specific examples how ChatGPT can be used to enhance all aspects of the audit process. While not comprehensive in nature, the detailed, illustrative examples should help internal auditors see actionable steps they can take to be more efficient and …
Reassessing Assurance In An Automated World: Insights From Board Members, Executives, And Internal Auditors, Scott Emett, Marc Eulerich, Jeffrey Pickerd, David A. Wood
Reassessing Assurance In An Automated World: Insights From Board Members, Executives, And Internal Auditors, Scott Emett, Marc Eulerich, Jeffrey Pickerd, David A. Wood
Faculty Publications
Technological advances that automate work continue to transform the accounting profession. We examine whether automation impacts resource allocation within the internal audit function (IAF), a unique setting that allows us to compare demand for assurance activities with demand for consulting activities. We conduct an experiment in which experienced board members, executives, and internal auditors make budget recommendations for a company’s IAF that developed automations that improved the efficiency of the IAF. Results show that across all groups, participants respond to these efficiencies by decreasing the IAF’s total budget but retaining the productive capacity of the IAF. The budget cuts are …
Disclosure Benchmarking By Lawyers: Evidence Fromthe Ipo Setting, Michael S. Drake, Jeff Mcmullin, Kenneth Merkley, Chase Potter, John Treu
Disclosure Benchmarking By Lawyers: Evidence Fromthe Ipo Setting, Michael S. Drake, Jeff Mcmullin, Kenneth Merkley, Chase Potter, John Treu
Faculty Publications
Lawyers play an important advisory role in drafting financial reports, yet empirical evidence documenting the influence of external legal counsel on this process remains sparse. This study focuses on a specific aspect of lawyers’ drafting process: the practice of reviewing disclosures previously filed by other issuers—a practice termed “disclosure benchmarking.” Using initial public offering (IPO) disclosures as the setting, we find that disclosure benchmarking is associated with amore efficient Securities and Exchange Commission (SEC) review process. We further find that it is associated with several measures of disclosure quality, including disclosures that are less likely to be revised in subsequent …
Alien Mystery Scavenger Hunt: Enhancing Intergenerational Interaction With Physical Web Technologies Through Location-Based Games, Folashade Fatima Badmos
Alien Mystery Scavenger Hunt: Enhancing Intergenerational Interaction With Physical Web Technologies Through Location-Based Games, Folashade Fatima Badmos
Conference papers
The Physical Web is a powerful, easy-to-implement and inexpensive way to bridge the gap between the digital and physical realms compared to other technologies used for web location-aware interaction. In this study, we propose a Physical Web for an inter-generational game through the Alien Mystery scavenger hunt. Through the design and implementation of a Physical Web for outdoor intergenerational games, we show the potential of Physical Web technologies in presenting different interactions between the web and the user’s physical environment. The game utilises the ubiquity of QR codes and NFC in modern mobile devices, enabling users to seamlessly interact with …
Myopia Progression Patterns Among Paediatric Patients In A Clinical Setting, Michael Moore, Gareth Lingham, Daniel Ian Flitcroft, James Loughman
Myopia Progression Patterns Among Paediatric Patients In A Clinical Setting, Michael Moore, Gareth Lingham, Daniel Ian Flitcroft, James Loughman
Articles
Purpose
This retrospective analysis of electronic medical record (EMR) data investigated the natural history of myopic progression in children from optometric practices in Ireland.
Methods
The analysis was of myopic patients aged 7–17 with multiple visits and not prescribed myopia control treatment. Sex- and age-specific population centiles for annual myopic progression were derived by fitting a weighted cubic spline to empirical quantiles. These were compared to progression rates derived from control group data obtained from 17 randomised clinical trials (RCTs) for myopia. Linear mixed models (LMMs) were used to allow comparison of myopia progression rates against outputs from a predictive …
Nonlinear Spatial Evolution Of Degenerate Quartets Of Water Waves, Conor Heffernan, Amin Chabchoub, Raphael Stuhlmeier
Nonlinear Spatial Evolution Of Degenerate Quartets Of Water Waves, Conor Heffernan, Amin Chabchoub, Raphael Stuhlmeier
School of Engineering, Computing and Mathematics
In this manuscript we investigate the Benjamin–Feir (or modulation) instability for the spatial evolution of water waves from the perspective of the discrete, spatial Zakharov equation, which captures cubically nonlinear and resonant wave interactions in deep water without restrictions on spectral bandwidth. Spatial evolution, with measurements at discrete locations, is pertinent for laboratory hydrodynamic experiments, such as in wave flumes, which rely on time-series measurements at fixed gauges installed along the facility. This setting is likewise appropriate for experiments in electromagnetic and plasma waves. Through a reformulation of the problem for a degenerate quartet, we bring to bear techniques of …
Climate Change And Sustainability Literacy: A Mixed-Methods Study Of Attitudes To Climate Education In Secondary Schools, Alison Anderson
Climate Change And Sustainability Literacy: A Mixed-Methods Study Of Attitudes To Climate Education In Secondary Schools, Alison Anderson
School of Law, Humanities and Social Sciences
Climate change and sustainability are inherently socio-political issues and education plays a key role in mobilising action on climate change and environment. This study builds on interdisciplinary work on youth and climate change education including science communication, environmental education, environmental psychology, and sociology. It reports on novel mixed-methods research on attitudes to climate change and sustainability education in secondary schools in the UK. The study was undertaken in conjunction with the British Science Association (BSA) Future Forums. Drawing on the findings of a national cross-sectional survey of young people aged 14-18 (n= 1000) and two follow up in-depth workshops (n= …
Privacy-Preserving Pedestrian Movement Analysis In Complex Public Spaces, Kunchala Anil
Privacy-Preserving Pedestrian Movement Analysis In Complex Public Spaces, Kunchala Anil
Doctoral
Every journey starts and ends with a walking phase. As a fundamental mode of transportation, it plays a crucial role in the functioning of urban societies. Cities should strive to create public spaces that promote walking by designing pedestrian-friendly infrastructure that is accessible, safe, and convenient for all. An essential step in designing pedestrian-friendly infrastructure is understanding pedestrian usage patterns and behaviour in existing public spaces and infrastructure.
Using Content Analysis And Text Mining To Examine The Effects Of Asynchronous Online Tutoring On Revision, Susan Lang, Clinton Morrison Jr, Kathleen Brawley
Using Content Analysis And Text Mining To Examine The Effects Of Asynchronous Online Tutoring On Revision, Susan Lang, Clinton Morrison Jr, Kathleen Brawley
The Writing Center Journal
What do writers do with the feedback they receive? While the answer will vary depending on the writer’s experience and the rhetorical situation, understanding what writers do can provide important information for course redesign and professional development of tutors and instructors. In this first of two manuscripts, the authors examine how first-semester, first-year writing students use responses provided via asynchronous online tutoring (AOT) in revising their assignments. Our primary research question was: What was happening in—and after—those tutorials? We addressed this question by a process of narrowing and refining of data analysis toward increasingly precise inferences as we progressed from …
“Hopes And Fears”: What Do Writing Center Administrators Think Of Merging With Or Converting Into A Learning Center?, Jenny Goransson
“Hopes And Fears”: What Do Writing Center Administrators Think Of Merging With Or Converting Into A Learning Center?, Jenny Goransson
The Writing Center Journal
This article shares findings from a survey study (n = 73) focused on writing center administrator (WCA) perceptions of two phenomena we see on many secondary and postsecondary campuses in recent years: writing centers expanding to become learning centers, and writing centers consolidating or merging with other tutoring services on campus. Through analysis of the qualitative, open-ended survey responses, the study revealed that WCAs’ views of these trends are greatly impacted by local conditions and levels of autonomy, as well as WCAs’ beliefs about expertise. Also, consolidation and expansion are seen by WCAs as shifting writing center identity in …
Improving The Performance Of Hirep Lattice Simulations Software By Exploiting The Cpu Hardware Architecture Details And Algorithm Characteristics, Md Rahman
School of Engineering, Computing and Mathematics Theses
In the scientific exploration of Quantum Chromodynamics (QCD)—the theory governing the strong interaction among quarks and gluons—large-scale numerical simulations are per formed using the framework of lattice gauge theories. Lattice Gauge Theory (LGT) simulations involve the formulation of gauge field theories on a space-time lattice. HiRep is a simulation suite designed for running lattice simulations, leveraging high-performance computing platforms. HiRep is designed to be flexible enough to study a wide range of strongly interacting systems, particularly those pertinent to novel physics investigations at CERN’s Large Hadron Collider (LHC). However, improving the execution time of HiRep is a challenging and non-trivial …
Explainable Deep Learning For Medical Imaging Classification, Megan Courtman
Explainable Deep Learning For Medical Imaging Classification, Megan Courtman
School of Engineering, Computing and Mathematics Theses
Machine learning is increasingly being applied to medical imaging tasks. However, the "black box'' nature of techniques such as deep learning has inhibited the interpretability and trustworthiness of these methods, and therefore their clinical utility. In recent years, explainability methods have been developed to allow better interrogation of these approaches.This thesis presents the novel application of explainable deep learning to several medical imaging tasks, to investigate its potential in patient safety and research. It presents the novel application of explainable deep learning to the detection of aneurysm clips in CT brains for MRI safety. It also presents the novel application …