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enhance learning » enhancing learning (Expand Search), instance learning (Expand Search), enhancement learning (Expand Search)
enhance learning » enhancing learning (Expand Search), instance learning (Expand Search), enhancement learning (Expand Search)
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Enhancement of photoacoustic imaging systems for biomedical applications
Published 2021“…The results demonstrated that improvement in imaging depth in breast tissue by NIR-II waves is due to the increased MPE in this region. To further enhance PA images, deep learning (DL) method was suggested to improve the out-of-focus resolution of AR-PAM systems. …”
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Thesis-Doctor of Philosophy -
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Efficient rare event sampling with unsupervised normalizing flows
Published 2025“…Classical computational methods to sample rare events remain prohibitively inefficient and are bottlenecks for enhanced samplers that require prior data. Here we introduce a physics-informed machine learning framework, normalizing Flow enhanced Rare Event Sampler (FlowRES), which uses unsupervised normalizing flow neural networks to enhance Monte Carlo sampling of rare events by generating high-quality non-local Monte Carlo proposals. …”
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Journal Article -
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Exploring employee working productivity: initial insights from machine learning predictive analytics and visualization
Published 2023“…To address these challenges, this research aims to develop a predictive model using machine learning techniques to determine employee productivity within organizations. …”
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The development and validation of digital medical education environment (digimee) instrument in measuring online learning environment for undergraduate medical students
Published 2024“…The study was designed as a multi-phase mixed- methods research project conducted in online settings involving a diverse group of experts, teachers, and instructional designers and multiple medical colleges in Pakistan ( Phase 2 and 3), spanning 18 months. In Phase 1, experts in medical education and technology-enhanced learning identified and validated components of online learning environments through a scoping review and a modified e-Delphi study. …”
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Thesis -
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Beyond MELD Score: Association of Machine Learning-derived CT Body Composition with 90-Day Mortality Post Transjugular Intrahepatic Portosystemic Shunt Placement
Published 2024“…Materials and Methods This retrospective multi-center cohort study included patients who underwent TIPS from 1995 to 2018 and had a contrast-enhanced CT abdomen within 9 months prior to TIPS and at least 90 days of post-procedural clinical follow-up. …”
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Report on industrial attachment with Autodesk
Published 2009“…Through this precious experience it has enhanced my personal development and opened a new avenue to discovering my personal competencies, and more importantly given me the learning opportunity to work as a team with professional all over the world. …”
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Predicting future fallers in Parkinson’s disease using kinematic data over a period of 5 years
Published 2024“…Wearable sensors combined with machine learning can effectively predict fall risk, enhancing PD management and prevention strategies.…”
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Acquisition of Thai as a foreign language through watching subtitled drama series
Published 2019“…Even though, the use of multimedia materials is increasing, it often serves as an enhancement for language learning within classroom contexts (Chan & Wong, 2017; Wang 2012). …”
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Final Year Project (FYP) -
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Addressing inequities in research for early to mid-career women scientists in low- and middle-income countries: “Supporting Women in Science” programme
Published 2024“…Phase I involves online self-learning courses covering a core and elective curriculum over 6 months which is then evaluated in Phase II. …”
Journal article