https://ogma.newcastle.edu.au/vital/access/ /manager/Index en-au 5 A Proposed Framework for Early Prediction of Schistosomiasis https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50466 Wed 29 May 2024 15:19:39 AEST ]]> MRI Radiomic Signature of White Matter Hyperintensities Is Associated With Clinical Phenotypes https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:48705 Wed 29 Mar 2023 17:38:49 AEDT ]]> Retinopathy prediction in type 2 diabetes: Time-varying Cox proportional hazards and machine learning models https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54491 Wed 28 Feb 2024 16:25:16 AEDT ]]> Comparing Explainable Machine Learning Approaches With Traditional Statistical Methods for Evaluating Stroke Risk Models: Retrospective Cohort Study. https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52405 Wed 28 Feb 2024 15:54:25 AEDT ]]> A comparative evaluation of three consecutive artificial intelligence algorithms released by Techcyte for identification of blasts and white blood cells in abnormal peripheral blood films https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54124 Wed 28 Feb 2024 15:15:44 AEDT ]]> Discovery of Graphene Growth Alloy Catalysts Using High-Throughput Machine Learning https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54557 Wed 28 Feb 2024 10:25:41 AEDT ]]> Real-time monitoring and predictive analysis of VOC flux variations in soil vapor: Integrating PID sensing with machine learning for enhanced vapor intrusion forecasts https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54991 Wed 27 Mar 2024 16:32:43 AEDT ]]> Multi-instance partial-label learning: towards exploiting dual inexact supervision https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54989 Wed 27 Mar 2024 16:32:00 AEDT ]]> A Hybrid Approach to Tea Crop Yield Prediction Using Simulation Models and Machine Learning https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:45299 Wed 26 Oct 2022 18:58:15 AEDT ]]> A comparative analysis of active learning for biomedical text mining https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44992 Wed 26 Oct 2022 09:21:31 AEDT ]]> An Intelligent Literature Review: Adopting Inductive Approach to Define Machine Learning Applications in the Clinical Domain https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50446 Wed 26 Jul 2023 12:32:21 AEST ]]> A Brief Review of Acoustic and Vibration Signal-Based Fault Detection for Belt Conveyor Idlers Using Machine Learning Models https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50373 Wed 24 Apr 2024 11:12:32 AEST ]]> Coverage prediction for accelerating compiler testing https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:46475 Wed 23 Nov 2022 15:48:35 AEDT ]]> Particle classification of iron ore sinter green bed mixtures by 3D X-ray microcomputed tomography and machine learning https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:51160 Wed 23 Aug 2023 17:24:53 AEST ]]> Development of a Machine-Learning-Based Classifier for the Identification of Head and Body Impacts in Elite Level Australian Rules Football Players https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:48598 Wed 22 Mar 2023 08:46:57 AEDT ]]> Beyond occam's razor in system identification: Double-descent when modeling dynamics https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:43538 Wed 21 Sep 2022 12:28:20 AEST ]]> Comparing risk adjustment estimation methods under data availability constraints https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:51838 Wed 20 Sep 2023 16:11:40 AEST ]]> A primer on the use of machine learning to distil knowledge from data in biological psychiatry https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55726 Wed 19 Jun 2024 09:40:12 AEST ]]> A Method for Rapid Machine Learning Development for Data Mining with Doctor-inthe- Loop https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50396 Wed 15 May 2024 14:43:57 AEST ]]> Machine learning and mixture clustering methods for molecular drug discovery: prediction and characterisation of drugs and druggable targets https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:38918 Wed 13 Mar 2024 13:58:14 AEDT ]]> Past, current and future trends and challenges in non-deterministic fracture mechanics: A review https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50844 Wed 09 Aug 2023 09:17:33 AEST ]]> Multi-objective optimization designs of phase change material-enhanced building using the integration of the Stacking model and NSGA-III algorithm https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:51245 Wed 07 Feb 2024 14:42:07 AEDT ]]> Accurate multiple sclerosis detection and prediction using advanced image processing and deep learning https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:49100 Wed 06 Mar 2024 15:23:57 AEDT ]]> Deep learning for analysis of time-series in smart home environments https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:47790 Wed 06 Mar 2024 14:59:08 AEDT ]]> Topological Dynamics of Functional Neural Network Graphs During Reinforcement Learning https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54620 Wed 06 Mar 2024 10:45:24 AEDT ]]> Advancing Soil Health: Challenges and Opportunities in Integrating Digital Imaging, Spectroscopy, and Machine Learning for Bioindicator Analysis https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55521 Wed 05 Jun 2024 09:02:03 AEST ]]> The advanced design of bioleaching process for metal recovery: A machine learning approach https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52163 Wed 04 Oct 2023 10:49:42 AEDT ]]> BEKG: A built environment knowledge graph https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55025 Wed 03 Apr 2024 15:41:31 AEDT ]]> Longitudinal machine learning modeling of MS patient trajectories improves predictions of disability progression https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:45667 Wed 02 Nov 2022 15:59:08 AEDT ]]> A Comparative Study of Machine Learning and Deep Learning Techniques for Fake News Detection https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50718 Wed 02 Aug 2023 18:30:37 AEST ]]> Lifetime health costs of intimate partner violence: A prospective longitudinal cohort study with linked data for out-of-hospital and pharmaceutical costs https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54070 Tue 30 Jan 2024 14:10:12 AEDT ]]> Constraint guided beta-sheet refinement for protein structure prediction https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:51068 Tue 30 Apr 2024 09:15:12 AEST ]]> Machine learning and deep learning for safety applications: Investigating the intellectual structure and the temporal evolution https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54432 Tue 27 Feb 2024 14:05:24 AEDT ]]> Modelling Uncertainties and Sensitivity Analysis of Landslide Susceptibility Prediction under Different Environmental Factor Connection Methods and Machine Learning Models https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54447 Tue 27 Feb 2024 14:03:51 AEDT ]]> Natural Products Derived Porous Carbons for CO2 Capture https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54407 Tue 27 Feb 2024 13:49:25 AEDT ]]> A Novel Deep Learning-Based Approach for Malware Detection https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50418 Tue 25 Jul 2023 18:05:29 AEST ]]> A Multi-type Classifier Ensemble for Detecting Fake Reviews Through Textual-based Feature Extraction https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50412 Tue 25 Jul 2023 17:37:06 AEST ]]> NENYA: Cascade Reinforcement Learning for Cost-Aware Failure Mitigation at Microsoft 365 https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53307 Tue 21 Nov 2023 12:02:23 AEDT ]]> Effects of different landslide boundaries and their spatial shapes on the uncertainty of landslide susceptibility prediction https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:48954 Tue 18 Apr 2023 14:24:59 AEST ]]> Unveiling the dark side of influencer marketing: how social media influencers (human vs virtual) diminish followers’ well-being https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53467 Tue 16 Jan 2024 16:08:41 AEDT ]]> A Spatial Data-Driven Approach for Mineral Prospectivity Mapping https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53041 Tue 14 Nov 2023 11:50:37 AEDT ]]> An Artificial Intelligence Computer-vision Algorithm to Triage Otoscopic Images From Australian Aboriginal and Torres Strait Islander Children https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:46998 Tue 13 Dec 2022 10:38:29 AEDT ]]> Development of in silico methodology for siRNA lipid nanoparticle formulations https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:46983 Tue 13 Dec 2022 09:07:30 AEDT ]]> A practical approach to making use of uncertain species presence-only data in ecology: Reclassification, regularization methods and observer bias https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:51625 Tue 12 Sep 2023 14:38:02 AEST ]]> Artificial intelligence for template-free protein structure prediction: a comprehensive review https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53625 Tue 12 Dec 2023 15:26:22 AEDT ]]> Early Detection of Under-Performing Students Using Machine Learning Algorithms https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44353 Tue 11 Oct 2022 19:42:39 AEDT ]]> Enhanced embeddings in zero-shot learning for environmental audio https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55089 Tue 09 Apr 2024 15:28:34 AEST ]]> Automatic recognition of specific local cortical folding patterns https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:38092 Tue 03 Aug 2021 18:28:49 AEST ]]> An updating of landslide susceptibility prediction from the perspective of space and time https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50655 Tue 01 Aug 2023 12:17:37 AEST ]]> An Interpretable Artificial Intelligence Based Smart Agriculture System https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50648 Tue 01 Aug 2023 11:00:31 AEST ]]> Not all roads lead to the immune system: the genetic basis of multiple sclerosis severity https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52120 Thu 28 Sep 2023 15:04:45 AEST ]]> Virtual modelling aided safety assessment for ductile structures against high-velocity impact https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54704 Thu 28 Mar 2024 11:39:12 AEDT ]]> Prediction of Self-Healing of Engineered Cementitious Composite Using Machine Learning Approaches https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:45229 Thu 27 Oct 2022 12:20:18 AEDT ]]> Artificial intelligence (AI) and machine learning (ML) based decision support systems in mental health: An integrative review https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50507 Thu 27 Jul 2023 13:38:50 AEST ]]> Development of risk prediction models for severe periodontitis in a Thai population: statistical and machine learning approaches https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53976 Thu 25 Jan 2024 10:37:08 AEDT ]]> Performance study of iterative Bayesian filtering to develop an efficient calibration framework for DEM https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:46511 Thu 24 Nov 2022 15:36:29 AEDT ]]> Characterising the seasonal nature of meteorological drought onset and termination across Australia https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44707 Thu 20 Oct 2022 12:46:27 AEDT ]]> Machine learning segmentation of core and penumbra from acute stroke CT perfusion data https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52638 Thu 19 Oct 2023 15:12:05 AEDT ]]> A review of time-series anomaly detection techniques: a step to future perspectives https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:46384 Thu 17 Nov 2022 14:11:40 AEDT ]]> Subliminal Faces https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:39044 Thu 16 Nov 2023 12:19:44 AEDT ]]> A Comprehensive Review of Deep Learning Approaches for Animal Detection on Video Data https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54287 Thu 15 Feb 2024 14:45:20 AEDT ]]> A machine learning-based fuzzy framework for prediction problems https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55247 Thu 02 May 2024 15:46:22 AEST ]]> Uncertainty pattern in landslide susceptibility prediction modelling: Effects of different landslide boundaries and spatial shape expressions https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:46843 Thu 01 Dec 2022 17:00:25 AEDT ]]> What Complexity Science Predicts About the Potential of Artificial Intelligence/Machine Learning to Improve Primary Care https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55804 Sat 22 Jun 2024 12:53:39 AEST ]]> Sampling-Based Machine Learning Models for Intrusion Detection in Imbalanced Dataset https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55794 Sat 22 Jun 2024 12:47:31 AEST ]]> How to make use of unlabeled observations in species distribution modeling using point process models https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:45766 Sat 05 Nov 2022 12:13:57 AEDT ]]> Predicting Deflagration and Detonation in Detonation Tube https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52839 Mon 30 Oct 2023 09:41:40 AEDT ]]> A Machine Learning-Based Model for Stability Prediction of Decentralized Power Grid Linked with Renewable Energy Resources https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:49301 Mon 29 Jan 2024 18:22:50 AEDT ]]> Validating the knowledge represented by a self-organizing map with an expert-derived knowledge structure https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55416 Mon 27 May 2024 12:18:29 AEST ]]> Predicting Pulmonary Function From the Analysis of Voice: A Machine Learning Approach https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44823 Mon 24 Oct 2022 09:45:54 AEDT ]]> A Fuzzy-Based Ensemble Model for Improving Malicious Web Domain Identification https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50391 Mon 24 Jul 2023 14:40:29 AEST ]]> A country-wide assessment of Iran's land subsidence susceptibility using satellite-based InSAR and machine learning https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50385 Mon 24 Jul 2023 13:23:30 AEST ]]> Model identification and accuracy for estimation of suspended sediment load https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53269 Mon 20 Nov 2023 12:56:41 AEDT ]]> A comparative performance analysis of data resampling methods on imbalance medical data https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:48480 Mon 20 Mar 2023 09:25:44 AEDT ]]> Empowering remittance management in the digitised landscape: A real-time Data-Driven Decision Support with predictive abilities for financial transactions https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55694 Mon 17 Jun 2024 10:32:14 AEST ]]> Assessing anatomy education: A perspective from design. https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:46182 Mon 14 Nov 2022 10:26:51 AEDT ]]> Generation and multi-dimensional profiling of a childhood cancer cell line atlas defines new therapeutic opportunities https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:50946 Mon 14 Aug 2023 14:01:12 AEST ]]> A glimpse into the future: modelling global prevalence of hypertension https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53038 Mon 13 Nov 2023 09:02:15 AEDT ]]> Multi-modal neuroimaging signatures predict cognitive decline in multiple sclerosis: A 5-year longitudinal study. https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54737 90 % accuracy in this cohort (AUC=0.92, SE=0.86 - 0.94). Conclusion: Multi-modal MRI signatures can predict cognitive decline in a cohort of pwMS over 5 years with high accuracy. Future studies will benefit from the inclusion of even more MR modalities e.g., functional MRI, quantitative susceptibility mapping, magnetisation transfer imaging, as well as other potential predictors e.g., genetic and environmental factors. With further validation, this signature could be used in future trials with high-risk patients to personalise the management of cognitive decline in pwMS, even in the absence of relapses.]]> Mon 11 Mar 2024 14:19:33 AEDT ]]> Dementia Detection from Speech Using Machine Learning and Deep Learning Architectures https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52320 Mon 09 Oct 2023 10:24:36 AEDT ]]> An Innovative framework to improve course and student outcomes https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:40232 Mon 08 Aug 2022 13:40:29 AEST ]]> A textual-based featuring approach for depression detection using machine learning classifiers and social media texts https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:40123 Mon 08 Aug 2022 11:55:24 AEST ]]> Wind-speed Forecasting based on Smoothing Ensemble Empirical Mode Decomposition and LSTM https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55462 Mon 03 Jun 2024 08:51:11 AEST ]]> Utilising machine learning to investigate actor engagement in the sharing economy from a cross-cultural perspective https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54405 Fri 23 Feb 2024 08:38:14 AEDT ]]> A novel machine learning approach for detecting first-time-appeared malware https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55769 Fri 21 Jun 2024 12:02:26 AEST ]]> Data-driven Methods to Predict the Burst Strength of Corroded Line Pipelines Subjected to Internal Pressure https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52686 Fri 20 Oct 2023 10:05:32 AEDT ]]> Joint Resource Allocation to Minimize Execution Time of Federated Learning in Cell-Free Massive MIMO https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52672 Fri 20 Oct 2023 09:23:18 AEDT ]]> Destroy All Humans: The Dematerialisation of the Designer in an Age of Automation and its Impact on Graphic Design—A Literature Review https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53842 Fri 19 Jan 2024 10:19:30 AEDT ]]> A Review of the Recent Progress on Crowd Anomaly Detection https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:51078 Fri 18 Aug 2023 09:31:56 AEST ]]> Enhancing prediction accuracy of physical band gaps in semiconductor materials https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53200 Fri 17 Nov 2023 12:04:28 AEDT ]]> Bayesian Federated Learning: A Survey https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:53179 Fri 17 Nov 2023 11:37:08 AEDT ]]> The new machine age for English teachers: The pedagogical possibilities and pitfalls of artificial intelligence https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:39657 Fri 17 Jun 2022 14:01:12 AEST ]]> Building a Systematic Online Living Evidence Summary of COVID-19 Research https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:43405 Fri 16 Sep 2022 10:26:37 AEST ]]> The emerging role of artificial intelligence in multiple sclerosis imaging https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:44478 Fri 14 Oct 2022 08:50:55 AEDT ]]> Evaluating teachers’ effectiveness in classrooms: an ML-based assessment portfolio https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54668 Fri 08 Mar 2024 11:04:33 AEDT ]]> A design concept of big data analytics model for managers in hospitality industries https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:54650 Fri 08 Mar 2024 09:46:28 AEDT ]]> Whole-blood methylation signatures are associated with and accurately classify multiple sclerosis disease severity https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52991 Fri 03 Nov 2023 16:05:35 AEDT ]]> Utilizing the intelligence edge framework for robotic upper limb rehabilitation in home https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:52973 Fri 03 Nov 2023 15:31:29 AEDT ]]> An Embedded Machine Learning Fault Detection System for Electric Fan Drive https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:55260 Fri 03 May 2024 15:24:03 AEST ]]> Fast Outage Analysis of Large-Scale Production Clouds with Service Correlation Mining https://ogma.newcastle.edu.au/vital/access/ /manager/Repository/uon:39690 Fri 02 Sep 2022 08:42:46 AEST ]]>