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Predicting cardiac autonomic neuropathy category for diabetic data with missing values
- Abawajy, Jemal, Kelarev, Andrei, Chowdhury, Morshed, Stranieri, Andrew, Jelinek, Herbert
Empirical investigation of multi-tier ensembles for the detection of cardiac autonomic neuropathy using subsets of the Ewing features
- Abawajy, Jemal, Kelarev, Andrei, Stranieri, Andrew, Jelinek, Herbert
ECG reduction for wearable sensor
- Allami, Ragheed, Stranieri, Andrew, Balasubramanian, Venki, Jelinek, Herbert
A count data model for heart rate variability forecasting and premature ventricular contraction detection
- Allami, Ragheed, Stranieri, Andrew, Balasubramanian, Venki, Jelinek, Herbert
Atrial fibrillation analysis for real time patient monitoring
- Allami, Ragheed, Stranieri, Andrew, Marzbanrad, Faezeh, Balasubramanian, Venki, Jelinek, Herbert
Multivariate data-driven decision guidance for clinical scientists
- Burstein, Frada, De Silva, Daswin, Jelinek, Herbert, Stranieri, Andrew
Addressing the complexities of big data analytics in healthcare : The diabetes screening case
- De Silva, Daswin, Burstein, Frada, Jelinek, Herbert, Stranieri, Andrew
Exploring novel features and decision rules to identify cardiovascular autonomic neuropathy using a hybrid of wrapper-filter based feature selection
- Huda, Shamsul, Jelinek, Herbert, Ray, Biplob, Stranieri, Andrew, Yearwood, John
- Jelinek, Herbert, Kelarev, Andrei, Robinson, Dean, Stranieri, Andrew, Cornforth, David
Rule-based classifiers and meta classifiers for identification of cardiac autonomic neuropathy progression
- Jelinek, Herbert, Kelarev, Andrei, Stranieri, Andrew, Yearwood, John
Association of ankle brachial pressure index with heart rate variability in a rural screening clinic
- Jelinek, Herbert, De Silva, Daswin, Burstein, Frada, Stranieri, Andrew, Khalaf, Kinda, Khandoker, Ahsan, Al-Aubaidy, Hayder
Diagnostic with incomplete nominal/discrete data
- Jelinek, Herbert, Yatsko, Andrew, Stranieri, Andrew, Venkatraman, Sitalakshmi, Bagirov, Adil
Data analytics identify glycated haemoglobin co-markers for type 2 diabetes mellitus diagnosis
- Jelinek, Herbert, Stranieri, Andrew, Yatsko, Andrew, Venkatraman, Sitalakshmi
Personalised measures of obesity using waist to height ratios from an Australian health screening program
- Jelinek, Herbert, Stranieri, Andrew, Yatsko, Anderw, Venkatraman, Sitalakshmi
Novel data mining techniques for incompleted clinical data in diabetes management
- Jelinek, Herbert, Yatsko, Andrew, Stranieri, Andrew, Venkatraman, Sitalakshmi
Detection of CAN by ensemble classifiers based on Ripple Down rules
- Kelarev, Andrei, Dazeley, Richard, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert
A comparison of machine learning algorithms for multilabel classification of CAN
- Kelarev, Andrei, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert
Empirical investigation of consensus clustering for large ECG data sets
- Kelarev, Andrei, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert
Empirical investigation of decision tree ensembles for monitoring cardiac complications of diabetes
- Kelarev, Andrei, Abawajy, Jemal, Stranieri, Andrew, Jelinek, Herbert
- Kelarev, Andrei, Stranieri, Andrew, Yearwood, John, Jelinek, Herbert
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