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A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus

Applied intelligence (Dordrecht, Netherlands), 2022-02, Vol.52 (3), p.2411-2422

2022

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Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network

PloS one, 2019-10, Vol.14 (10), p.e0211844-e0211844

2019

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Pedestrian Collision Avoidance Using Deep Reinforcement Learning

International Journal of Automotive Technology, 2022, 23(3), 127, pp.613-622

2022

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Road networks and socio-demographic factors to explore COVID-19 infection during its different waves

Scientific reports, 2024-01, Vol.14 (1), p.1551-1551, Article 1551

2024

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Autonomous assessment of spontaneous retinal venous pulsations in fundus videos using a deep learning framework

Scientific reports, 2023-09, Vol.13 (1), p.14445-14445, Article 14445

2023

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Hospital Readmission and Length-of-Stay Prediction Using an Optimized Hybrid Deep Model

Future internet, 2023-09, Vol.15 (9), p.304

2023

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Ensemble Learning for Disease Prediction: A Review

Healthcare (Basel), 2023-06, Vol.11 (12), p.1808

2023

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Potential diagnostic application of a novel deep learning- based approach for COVID-19

Scientific reports, 2024-01, Vol.14 (1), p.280-280, Article 280

2024

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EISI: Extended inter-spike interval for mental health patients clustering based on mental health services and medications utilisation

Medical engineering & physics, 2022-12, Vol.110, p.103780-103780, Article 103780

2022

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SSP: Early prediction of sepsis using fully connected LSTM-CNN model

Computers in biology and medicine, 2021-01, Vol.128, p.104110-104110, Article 104110

2021

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Comorbidity and multimorbidity prediction of major chronic diseases using machine learning and network analytics

Expert systems with applications, 2022-11, Vol.205, p.117761, Article 117761

2022

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Fast COVID-19 versus H1N1 screening using Optimized Parallel Inception

Expert systems with applications, 2022-10, Vol.204, p.117551-117551, Article 117551

2022

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3D Face Recognition Using Geodesic PZM Array from a Single Model per Person

IEICE Transactions on Information and Systems, 2011/07/01, Vol.E94.D(7), pp.1488-1496

2011

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P456 Defungi: direct mycological examination of microscopic fungi images

Medical mycology (Oxford), 2022-09, Vol.60 (Supplement_1)

2022

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Dynamic Texture Comparison Using Derivative Sparse Representation: Application to Video-Based Face Recognition

IEEE transactions on human-machine systems, 2017-12, Vol.47 (6), p.970-982

2017

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Surface geodesic pattern for 3D deformable texture matching

Pattern recognition, 2017-02, Vol.62, p.21-32

2017

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Video Classification Using Deep Autoencoder Network

Complex, Intelligent, and Software Intensive Systems, p.508-518

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A Survey on Privacy and Security in Mobile Cloud Computing

Web, Artificial Intelligence and Network Applications, p.1065-1076

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Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software

Software impacts, 2022-08, Vol.13, p.100337-100337, Article 100337

2022

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A machine learning software tool for multiclass classification

Software impacts, 2022-08, Vol.13, p.100383, Article 100383

2022

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2.5D face recognition using Patch Geodesic Moments

Pattern recognition, 2012-03, Vol.45 (3), p.969-982

2012

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Patterns and trends of potentially inappropriate high-density lipoprotein cholesterol testing in Australian adults at high risk of cardiovascular disease from 2008 to 2014: analysis of linked individual patient data from the Australian Medicare Benefits Schedule and Pharmaceutical Benefits Scheme

BMJ open, 2018-03, Vol.8 (3), p.e019041-e019041

2018

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Spatiotemporal Derivative Pattern: A Dynamic Texture Descriptor for Video Matching

Computer Vision -- ACCV 2014, p.626-641

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Polar Topographic Derivatives for 3D Face Recognition: Application to Internet of Things Security

Web, Artificial Intelligence and Network Applications, p.936-945

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Derivative variation pattern for illumination-invariant image representation

2013 IEEE International Conference on Image Processing, 2013, p.4210-4214

2013

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A patient network-based machine learning model for disease prediction: The case of type 2 diabetes mellitus

Predicting diabetes second-line therapy initiation in the Australian population via time span-guided neural attention network

Pedestrian Collision Avoidance Using Deep Reinforcement Learning

Road networks and socio-demographic factors to explore COVID-19 infection during its different waves

Autonomous assessment of spontaneous retinal venous pulsations in fundus videos using a deep learning framework

Hospital Readmission and Length-of-Stay Prediction Using an Optimized Hybrid Deep Model

Ensemble Learning for Disease Prediction: A Review

Potential diagnostic application of a novel deep learning- based approach for COVID-19

EISI: Extended inter-spike interval for mental health patients clustering based on mental health services and medications utilisation

SSP: Early prediction of sepsis using fully connected LSTM-CNN model

Comorbidity and multimorbidity prediction of major chronic diseases using machine learning and network analytics

Fast COVID-19 versus H1N1 screening using Optimized Parallel Inception

3D Face Recognition Using Geodesic PZM Array from a Single Model per Person

P456 Defungi: direct mycological examination of microscopic fungi images

Dynamic Texture Comparison Using Derivative Sparse Representation: Application to Video-Based Face Recognition

Surface geodesic pattern for 3D deformable texture matching

Video Classification Using Deep Autoencoder Network

A Survey on Privacy and Security in Mobile Cloud Computing

Source Code for Optimized Parallel Inception: A Fast COVID-19 Screening Software

A machine learning software tool for multiclass classification

2.5D face recognition using Patch Geodesic Moments

Patterns and trends of potentially inappropriate high-density lipoprotein cholesterol testing in Australian adults at high risk of cardiovascular disease from 2008 to 2014: analysis of linked individual patient data from the Australian Medicare Benefits Schedule and Pharmaceutical Benefits Scheme

Spatiotemporal Derivative Pattern: A Dynamic Texture Descriptor for Video Matching

Polar Topographic Derivatives for 3D Face Recognition: Application to Internet of Things Security

Derivative variation pattern for illumination-invariant image representation

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