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121
Simultaneous super-resolution and classification of lung disease scans
Published 2023“…To address this gap, we present a computer-aided diagnostic system for chest X-ray and CT images of several common pulmonary diseases, including COVID-19, viral pneumonia, bacterial pneumonia, tuberculosis, lung opacity, and various types of carcinoma. …”
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Journal Article -
122
Deep neural network technique for automated detection of ADHD and CD using ECG signal
Published 2024“…Hence allowing biosignal-based computer-aided diagnostic (CAD) tools to be implemented in healthcare and ambulatory settings, as ECG can be easily obtained via wearable devices such as smartwatches.…”
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Journal Article -
123
Tac2Pose: Tactile object pose estimation from the first touch
Published 2024“…We show that even in the presence of model uncertainty, Tac2Pose is able to achieve fine accuracy comparable to when the object model is the manufacturer’s CAD (computer-aided design) model. Finally, we demonstrate the advantages of Tac2Pose compared with three baseline methods for tactile pose estimation: directly regressing the object pose with a neural network, matching an observed contact to a set of possible contacts using a standard classification neural network, and direct pixel comparison of an observed contact with a set of possible contacts. …”
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Article -
124
New multi-target based therapeutics against an opportunistic superbug
Published 2013“…The second part of the project involved hypothesis driven multi-target drug design against P. aeruginosa and computational evaluation of the designed hybrid compounds using various computer-aided drug design methodologies combining homology modelling, physico-chemical, stereo-electronic properties predictions, molecular docking and dynamics simulations. …”
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Thesis -
125
Development of advanced Fe-based oxygen carriers for chemical looping applications
Published 2024“…The study also presents a computer-aided oxygen carrier design approach that can significantly accelerate the search for optimal oxygen carrier formulations. 2. …”
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Thesis-Doctor of Philosophy -
126
Improving the productivity of high-level synthesis by advancing reuseability and verifiability
Published 2017“…Next, the hardware design is specified in register-transfer level (RTL) description using hardware description languages (HDL) such as Verilog and VHDL. Computer-aided design (CAD) tools then verify functionality and synthesize the RTL into a netlist of circuits, which is further placed and routed into physical design for the implementation. …”
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Thesis -
127
Effects of suction heating on a compressor performance
Published 2010“…To aid the study, models of the compressor such as thermodynamic, friction, heat transfer, leakage, valve reed and geometrical models were reviewed. A computer model to simulate the overall performance of a rolling piston compressor has been developed. …”
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Final Year Project (FYP) -
128
Biologically-inspired evolving fuzzy ensemble
Published 2012“…A newly computational model that integrates fuzzy system and neural network is proposed named eFE(evolving Fuzzy Ensemble). …”
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Final Year Project (FYP) -
129
Molecular docking-aided identification of small molecule inhibitors targeting β-catenin-TCF4 interaction
Published 2022“…Specifically, we developed and optimized a computational model of β-cat using publicly available β-cat protein crystal structures, and existing β-cat-TCF4 interaction inhibitors as the training set. …”
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Journal Article -
130
Computational framework for the simulation of multi material laser powder bed fusion
Published 2022“…In this regard, here we present a computational model to simulate the L-PBF of multiple materials. …”
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Journal Article -
131
Understanding the ideal wound healing mechanistic behavior using in silico modelling perspectives: a review
Published 2024“…In this context, biologically-realistic mathematical and computational models emerge as a valuable framework that can effectively address this need. …”
Article -
132
Classifying sarcoma cancer using deep neural networks based on multi-omics data
Published 2022“…Nowadays, the advancement of computational models, especially deep learning, offered promising approaches in solving high-level omics of data with faster processing speed. …”
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Article -
133
The enduring importance of the “fine cuts” approach to psychology: EPS Mid-Career Award Lecture 2024
Published 2024“…I hope the review shows that it is still necessary to consider cognition, despite the exciting advances in Big Data, Artificial Intelligence, and computational modelling characterising our field.…”
Journal article -
134
An integrated knowledge-based system for mechanical design (VOL 1)
Published 2009“…A computational model for solving shafting system design problems has been developed. …”
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Thesis -
135
Mechanical properties of composite materials
Published 2017“…The aim of the project is to develop a computational model using ABAQUS and analyse unidirectional fibre reinforced composites (GFRP). …”
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Final Year Project (FYP) -
136
Exploring quantum discord.
Published 2011“…More specifically, it was shown that entanglement may not be essential for a mixed state computational model called "Determnistic Quantum Computation with one quantum bit" (DQC1). …”
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Final Year Project (FYP) -
137
AcceleNetor: FPGA-accelerated neural network implementation for side-channel analysis
Published 2023“…This project aims to explore existing open-source research on FPGA accelerators and optimize them using a more effective computation model. The accelerator will also be implemented such that it can defend against some Side-Channel Attacks. …”
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Final Year Project (FYP) -
138
Taming nonclassical carbocations to control small ring reactivity
Published 2024“…Reaction outcomes are rationalized using computational models, resulting in a flowchart to predict product formation from a given cation precursor.…”
Journal article -
139
Driver behavior profiling: An investigation with different smartphone sensors and machine learning
Published 2021“…Usually driver behavior profiling tasks involve automated collection of driving data and application of computer models to generate a classification that characterizes the driver aggressiveness profile. …”
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Article -
140
E-learning software package for introduction of modern radar technology
Published 2014“…To let students better understand the module "Introduction to Modern Radar", computational models based on Matlab program are developed. …”
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Final Year Project (FYP)