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Charles Sturt University
Charles Sturt University

Photo of Dr Herbert Jelinek F. Dr Herbert Jelinek F.

BSc(Human Genetics)(Hons), GradDip(Neurosci), PhD(Neuroscience), GradCertTeach&Learn

Herbert Jelinek graduated in Human Genetics (Honours) from UNSW, Sydney and received a GradDip(Neurosci) from ANU (Canberra) followed by a PhD (University of Sydney ). His research is in diabetes and diabetic complications focusing on strategies for automated identification of cognitive, cardiac, peripheral vascular and retinal complications using biosignal and image processing. He has established a one stop screening unit for diabetes and cardiovascular disease at Charles Sturt University, Albury.

Currently Dr Jelinek has an adjunct position as clinical associate professor at the Australian School of Advanced Medicine, Macquarie University and The Rural Clinical School, University of New South Wales in Sydney, Australia as well as being an honorary senior research fellow with the Centre for Informatics and Optimization at Federation University, Ballarat, Australia.

Positions and Roles
  • Senior Lecturer in Biomedical Science
  • School Research Higher Degree Coordinator
  • Chair School Research Committee
  • Member School Ethics Committee
  • Member Biosafety Committee

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Teaching

Dr Jelinek has been teaching for over 15 years in Anatomy, Physiology, Pharmacology, Neuroscience, Chronic Disease and Molecular Biology. He is a member of the Physiotherapy and Speech Pathology Course Development Committees and continues to develop Anatomy, Physiology, Biology, Pharmacology and Neurosience subjects for the Allied Health Courses offered by School of Community Health. Dr Jelinek works with both intenal as well as distence education.

Subject Delivery
  • BMS255 Neuroscience for Health Professionals
  • BMS350 Health and Chronic Disease
Innovations in Teaching
  • Student participation in diabetes screening research to develop communication skills and exerpertise in data collection and interpretation
  • Patient-based laboratory sessions in Neuroscience
  • Development of online review questions and self-assessment for neuroscience subject content

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Research and Publications

Dr Jelinek has been involved in diabetes and its complications research since 2002, which has as its main investigating change in cognitive function, cardiac, renal and nervous system genetics, physiology and biochemistry. He is an expert in nonlinear analysis of 2D images and biosignal processing. He has been involved in diabetes complications screening for over 10 years. He has contributed to the development of automated diabetic retinopathy screening tools, ECG analysis applications as well as web-based image analysis tools (Fractop V3). He is involved in developing engineering solutions in cardiac and stroke rehabilitation, as well as in rural and remote diabetes complications screening using engineering technology.

List of Publications

Total Publications

Books=2; Book Chapters=12; Journals= 95; Conference papers= 90; Total Google Citations=1477; H-index=19

Recent: Within 5 years (2009 - 2013)

Books

  • Jelinek, H.F. and Cree, M.J. (eds) (2010) Automated image detection of retinal pathology, CRC Press, New York.

Book Chapters

  • Jelinek, H.F., Milošević, N.T., Karperien, A. and Krstonošić, B. (2013) Box-Counting and Multifractal Analysis in Neuronal and Glial Classification. Advances in Intelligent Systems and Computing, Ed. Dumitrache, L. Springer Verlag, Vol. 187, pp 177-189. (DOI: 10.1007/978-3-642-32548-9_13; ISBN: 978-3-642-32547-2)
  • Milošević, N. T., Olujić, M., Oros, A. and Jelinek, H.F. (2013) Retinopathy of Prematurity: Fractal Analysis of Images in Different Stages of the Disease, in Advances in Intelligent Control Systems and Computer Science. Vol. 187, L. Dumitrache, Ed. Springer Berlin Heidelberg, 2013, pp. 91-101. (DOI: 10.1007/978-3-642-32548-9_13; ISBN: 978-3-642-32547-2)
  • Karperien, A. Jelinek, H.F. and Milošević, N.T. (2013) Reviewing lacunarity analysis and classification of microglia in neuroscience. In Waliszewski, P. (Ed.) Fractals and Complexity, pp. 50-55, Firma Format, Wroclaw, Poland. ISBN 978-83-936598-0-7.
  • Jelinek, H.F., Ristanovic, D., Milošević, N.T. and Cornforth, D. (2012) Image Processing in the Analysis of Neuronal Dendritic Branching Patterns: Does Structure Follow Function Across Different Species? Chapter 7. Ed. Carvalho, V.H. Image Processing: Methods, Applications and Challenges, Nova Publishing, New York. ISBN: 978-1-62081-844-2.
  • Jelinek H.F. and Cornforth, D. (2012) Fractal Analysis in Clinical Screening and Investigation, In Mitchell, E.W. and Murray, S.R. (Eds.) Classification and Application of Fractals, pp. 277-301, Nova Science Publishers, Inc., ISBN 978-1-61324-104-2.
  • Cornforth, D. and Jelinek, H.F. (2012) Monofractal and Multifractal Analysis for Interpretation of Function-Structure Relationships in Finite Size Biological Material, In Mitchell, E.W. and Murray, S.R. (Eds.) Classification and Application of Fractals, pp. 303-324, Nova Science Publishers, Inc., ISBN 978-1-61324-104-2.
  • Cree, M.J. and Jelinek, H.F. (2011) Image Analysis of Retinal Images. In: Medical Image Processing:  Techniques  and  Applications, G. Dougherty (ed). (Springer Verlag, Berlin. Chapter 11, pp.249-268. (ISSN: 1618-7210; ISBN: 978-1-4419-9769-2.
  • Jelinek, H.F. and Cree, M.J. (2010) Introduction, Jelinek, H.F. and Cree, M.J. (eds) (2010) Automated image detection of retinal pathology, CRC Press, New York, p1-13.
  • Cornforth, D.J., Jelinek, H.F., Cree, M.J., Leandro, J.J.G., Soares, J.V.B., Cesar, Jr., R.M. Evolution of retinal blood vessel segmentation methodology using wavelet transforms for assessment of diabetic retinopathy. Intelligent and Evolutionary Systems. Studies in Computational Intelligence. Eds. Gen, M., Green, D., Katai, O., McKay, B., Namatame, A., Sarker, R.A., Zhang, B.-T. Springer Verlag, Heidelberg, p.171-182. DOI: 10.1007/978-3-540-95978-6.

Refereed Papers

     
  • El Hajj Chehadeh, Sarah W., Jelinek, H.F., Al Mahmeed, Wael A., Tay, Guan K., Odama, Unini O., Elghazali, Gehad E.B. and Al Safar, Habiba S. (2016) Relationship between MTHFR C677T and A1298C gene polymorphisms and complications of type 2 diabetes mellitus in an Emirati population.
  • Meta GeneTrucco, E., Ruggeri, A., Karnowski, T., Giancardo, L., Chaum, E., Hubschman, J.P., al-Diri,B., Cheung, C.Y., Wong, D., Abr`amoff, M., Lim, G., Kumar, D., Burlina, P., Bressler, N.M., Jelinek, H.F.,
  • Meriaudeau, F., Quellec, G., MacGillivray, T. and Dhillon, B. (2013) Validating retinal fundus image analysis algorithms: issues and proposal. Investigative Ophthalmology and Visual Science (IOVS). 54:3546–3559. DOI:10.1167/iovs.12-10347 (IF = 3.597).
  • Karperien, A., Ahammer, H., & Jelinek, H. F. (2013). Quantitating the Subtleties of Microglial Morphology with Fractal Analysis. [Review]. Frontiers in Cellular Neuroscience, 7, http://www.frontiersin.org/Cellular_Neuroscience/10.3389/fncel.2013.00003/abstract. doi: 10.3389/fncel.2013.00003 (IF = 4.171) (ISSN:1662-5102) 2013;7:http://www.frontiersin.org/Cellular_Neuroscience/10.3389/fncel.2013.00003/abstract.
  • Kelarev, A.V., Stranieri, A., Yearwood, J.L. and Jelinek, H.F. (2013) Empirical study of decision trees and ensemble classifiers for monitoring of diabteses patients in pervasive healthcare. International Journal of Data Warehousing and Mining (IJDWM) (submitted) (IF = 0.2)
  • Jelinek, H.F., Prinz, M. and Wild, T.  (2013) A digital assessment and documentation tool evaluated for daily podiatric wound practice. Wounds 01/2013; 25(1):1-6. (IF= 0.34)
  • Stranieri, A., Abawajy, J., Kelarev, A., Huda, S., Chowdhury, M. and Jelinek, H.F. (2013) An Approach for Ewing Test Selection to Support the Clinical Assessment of Cardiac Autonomic Neuropathy. Artificial Intelligence in Medicine (AIIM) http://www.aiimjournal.com/article/S0933-3657(0913)00070-00075/. (IF=1.583)
  • Karmakar, C.K., Khandoker, A.H., Jelinek, H.F., M Palaniswami, M. (2013) Risk stratification of cardiac autonomic neuropathy based on multi-scale Tone-Entropy. Medical & Biological Engineering & Computing. 51(5):537-46. doi: 10.1007/s11517-012-1022-5012-1022-5; Epub 2013 Jan 24. (Springer Verlag, Berlin; ISSN: 1741-0444; IF=1.878)
  • Matthews, S., Jelinek, H.F., Vafaeiafraz, S. and McLachlan, C.S. (2012) Heart rate stability and decreased parasympathetic heart rate variability in healthy young adults during perceived stress. International Journal of Cardiology, Vol.156(3):337-338. (Elsevier, ISSN: 0167-52730167-5273) (IF: 6.802)
  • Ng, E., Lu, Y., Hambly, B. Jelinek, H.F., Yu, B. Matthews, S. and McLachlan, C.S. (2012) Angiotensin-converting enzyme gene DD genotype is associated with increased systolic blood pressure in an Australian rural type 2 diabetic cohort. Hypertension Research, Vol.36:381-382. DOI: 0916-9626/1210.1038/hr.2012.195. ISSN: 0916-9636 (IF=2.5)
  • Rocha, A., Carvalho, T., Jelinek, H.F., Goldenstein, S. and Wainer, J. (2012) Points of interest and visual dictionaries for automatic retinal lesion detection. IEEE Transactions on Biomedical Engineering, Vol.59(8):244-2253244-2253. DOI: 10.1109/TBME.2012.2201717. (IF=2.347) 
  • Khandoker, A.H., Imam, M.A., Couderc, J-P. Palaniswami, M. and Jelinek, H.F. (2011) QT variability index changes with severity of cardiovascular autonomic neuropathy.  Transactions on Information Technology in BioMedicine IEEE Press, Vol.16(5):900-906. DOI: 10.1109/TITB.2012.2205010. (ISSN: 1089- 7771; IF=3.2)
  • Matthews, S., Succar, P., Jelinek, H.F., McParland, B., Buckland, M. and McLachlan, C.S. (2012) Diagnosis of oligodendroglioma: Molecular and classical histological assessment in the twenty-first century. Asia-Pacific Journal of Clinical Oncology, Online. (DOI: 10.1111/j.1743-7563.2012.01527.x ; ISSN: 1743-7563), (IF. 0.296)
  • Kemp, A.H., Quintana, D.S., Felmingham, K.L., Matthews, S. and Jelinek, H.F. (2012) Heart rate variability in unmedicated depressed patients without comorbid cardiovascular disease. Plos ONE 7(2): e30777. DOI:10.1371/journal.pone.0030777 (ISSN:1932-6203; IF = 4.41)
  • Kelarev, A.V., Stranieri, A., Yearwood, J.L. and Jelinek, H.F. (2012) A comparison of machine learning algorithms for multilabel classification of CAN. Advances in Computer Science and Engineering, (ACSE). Vol.9(1):1-4. (Pushpa Publishing, 9:(1):1-4. ISSN: 0973-6999)
  • Jelinek, H.F. and Barnden, R. (2012) Superficial cold and heat application during transcutaneous electrical stimulation may not change perceived sensation of pain. Pain, Symptom Control and Palliative Care. Vol.9(1). DOI: 10.5580/2aa6.  http://archive.ispub.com/journal/the-internet-journal-of-pain-symptom-control-and-palliative-care/volume-9-issue-1/superficial-cold-and-heat-application-during-transcutaneous-electrical-stimulation-may-not-change-perceived-sensation-of-pain.html#sthash.hSXGQtKL.dpbs (ISPUB, ISSN: 1528-8277)
  • Jelinek, H.F. and Stocker, R.C. (2012) Review of Complex Linguistic and Neurobiological Function in Client Outcomes: The Relevance of Communication in Occupational Therapy. The Internet Journal of Rehabilitation. 2012 Volume 2 Number 1. DOI: 10.5580/2aab - See more at: http://archive.ispub.com/journal/the-internet-journal-of-rehabilitation/volume-2-number-1/review-of-complex-linguistic-and-neurobiological-function-in-client-outcomes-the-relevance-of-communication-in-occupational-therapy.html#sthash.iqzvKtdr.dpuf
  • Jelinek. H.F., Thompson, L. and Tinley, P. (2011) Normative data for pulse palpitation, the Edinburgh Claudication Questionnaire and ankle-brachial pressure index in a younger age group. The Journal of Foot and Ankle Surgery India. Vol.26(1):57-66. (ISSN: 0970-5708)
  • Jelinek, H. F., D. Ristanović and N. T. Milošević (2011). The morphology and classification of alpha ganglion cells in the rat retinae: A fractal analysis study. Journal of Neuroscience Methods 201: 281-287. (Elsevier, ISSN: 0165-02700165-0270; IF=2.26)
  • Al-Aubaidy, H.A. and Jelinek, H.F. (2011) Oxidative DNA damage and obesity in type 2 diabetes mellitus. Eur J Endocrinol. Vol.164:899-904. (ISSN 0804-4643; IF = 3.92)
  • Al-Aubaidy, H.A. and Jelinek, H.F. (2011) Oxidative DNA damage; antioxidant response in postprandial hyperglycaemia in type 2 diabetes mellitus. British Journal of Diabetes and Vascular Disease. Vol.11:87-91, March/April. (Sage, Bristol, ISSN 1474-6514)
  • Milošević, N.T., Marić, D. and Jelinek, H.F. (2011) Fractal analysis of macroradiographic images: Legg-Calvé-Perthes disease. Journal of Concrete and Applicable Mathematics, Vol.9(1):60-67. (Eudoxus Press, Memphis, ISSN 1548-5390)
  • Jelinek, H.F. and Warner (2011) Digoxin therapy in the elderly: Pharmacokinetic considerations in nursing. Geriatric Nursing. Vol. DOI: 10.1016/j.gerinurse.2011.03.004. (Elsevier, Amsterdam, ISSN 0197-45720197-4572; IF = 1.04)
  • Lasker S.P., McLachlan C.S., Wang L., Ali S.M.K., Jelinek H.F. (2011) Oxidative stress causes cardio myocyte apoptosis: May be the determinant of development of myocardial disarray in diabetes. Journal of Diabetology, 3(2 (October), http://www.journalofdiabetology.org/. (ISSN: 2078-7685)
  • Jelinek, H.F., Cornforth, D.J. and Blackmore, K. (2011) Visualisation in biomedicine as a means of data evaluation. J Visualisation. Vol.14:353-359. (DOI: 10.1007/s12650-011-0098-6) (Springer Verlag, Berlin; ISSN: 1343-88751343-8875)
  • Currie G.M., Iqbal B., Wheat J.M., Wang L., Trifunovic M., Jelinek H.F., Kiat H. (2011) Risk stratification in heart failure using 123I-MIBG. Journal of Nuclear Medicine Technology. Vol. 39:295-301. (SNM Journals, Reston, Virginia; ISSN: 0161-55050161-5505). (DOI: 10.2967/jnmt.111.088369)
  • Khandoker, A.H., Jelinek, H.F., Moritani, T. and Palaniswami, M. (2010) Association of cardiac autonomic neuropathy with alteration of sympatho-vagal balance through heart rate variability analysis. Med Eng Phys, Vol. 32:161-167. (ISSN 1350-4533) (IF = 1.886)
  • Lasker, S.P., C.S. McLachlan, L. Wang, S.M.K. Ali, and Jelinek, H.F. (2010) Discovery, treatment and management of diabetes. Journal of Diabetology, 1: http://www.journalofdiabetology.org/Pages/Releases/FullTexts/FirstIssue/RA-1-JOD-09-001.aspx
  • Al-Aubaidy, H.A. and Jelinek, H.F. (2010) 8-Hydroxy-2-deoxy-Guanosine identifies oxidative DNA damage in a rural prediabetes cohort. Redox Report, Vol.15(3):1-7. (IF = 1.887)
  • White, F. Wang, L. and Jelinek, H.F. (2010) Management of Hypertension in Patients with Diabetes Mellitus. Experimental & Clinical Cardiology. Vol.15(1):5-8. (1205-6626) (IF = 2.184)
  • Jelinek, H.F., Milošević, N.T. and Ristanović, D. (2010) The morphology of alpha ganglion cells in mammalian species: a fractal analysis study. Journal of Control Engineering and Applied Informatics, (JCEAI), Vol.1(12, March):3-9.(ISSN 1454-8658) (IF = 0.338)
  • Warner, P. Jelinek, H.F. Davidson, P. (2010) A university clinic: an innovative model for improving clinical practice. Australian Journal of Advanced Nursing Vol. 27(4):32-38 (ISSN 1447-4328)
  • Jelinek, H.F. and McIntyre, R. (2010). Electric pulse frequency and magnitude of perceived sensation during electrocutaneous forearm stimulation. Archives of Physical and Medical Rehabilitation. Vol.91:1378-1382. (IF= 2.761) (ISSN 0003-9993)
  • Nwose, E.U, Richards, R.S, McDonald, S., Jelinek, H.F., Kerr, P.G.  and Tinley, P. (2010). Assessment of diabetic macrovascular complications: a prediabetes model. British Journal of Biomedical Research. Vol.67(2):59-66. (ISSN 0967-4845)
  • Jelinek, H.F., Munro, J. and Tinley, P. (2010) Dynamic first metatarsophalangeal joint movement in diabetes foot assessment of type II diabetic women. Journal of Diabetic Foot Complications, Vol.2(3/1):51-56.
  • Bouwstra, R.J., Nielen, J., Newbold, J.R., Jansen, E.H.J.M., Jelinek, H.F. and van Werven, T. (2010) Vitamin E supplementation during the dry period in dairy cattle. Part II: Oxidative stress following vitamin E supplementation may increase clinical mastitis incidence postpartum.  Journal of Dairy Science Vol.93(12):5696-5706. (IF= 2.463) (ISSN 0022-0302)
  • Jelinek, H.F., de Mendonça, M., Oréfice, F., Garcia, C., Nogueira, R., Soares, J. and Cesar, R.M.Jr. (2010)
  • Fractal analysis of the normal human retinal vasculature, The Internet Journal of Ophthalmology and Visual Science.Vol.8(2): http://www.ispub.com/journal/the_internet_journal_of_ophthalmology_and_visual_science/volume_8_number_2_28/article/fractal-analysis-of-the-normal-human-retinal-vasculature.html
  • Touma, F., Chew, V.S.P., Chua, W.C., Jelinek, H.F., Wong, P.T., Spence, I., McLachlan, C.S. (2009) Chronic high dose captopril decreases total heart rate variability and increases heart rate in C57BL/6J mice. Int. J. Cardiol. 136(2):211-3 (IF = 2.879) DOI: 10.1016/j.ijcard.2008.03.082. (IF=6.8)
  • McLachlan, C.S., Lasker, S., Keramat, Shah, Md., A. Wang, L., and Jelinek, H.F. (2009) The absence of pathological myofiber disarray in the diabetic heart: is it a paradox? Acta Cardiologica Apr; 64(2):267-268. (IF = 0.65)
  • Nwose, E.U., Jelinek, H.F., Richards, R., Tinley, P. and Kerr, P.G. (2009) Atherothrombosis and oxidative stress: the connection and correlation in diabetes. Redox Report. Vol.14(2):55-60. (IF = 1.887)
  • Ristanović, D., Milošević, N.T., Jelinek, H.F., and Stefanovic, I.B. (2009) The mathematical modelling of neuronal dendritic branching patterns in two dimensions: application to retinal ganglion cells in the cat and rat. Biol. Cybern. 100:97-108. DOI 10.1007/s00422-008-0271-8 (IF = 1.58)
  • Khandoker, A., Jelinek, H.F. and Palaniswami, M. (2009) Identifying diabetic patients with cardiac autonomic neuropathy by heart rate variability. Biomedical Engineering Online, 8(3). doi:10.1186/1475-925X-8-3 (IF = 1.119)
  • Wilkinson, J.M. and Jelinek, H.F. (2009) Complementary medicine use among attendees at a rural health screening clinic. Complementary Therapies in Clinical Practice, 15:80-84. doi:10.1016/j.ctcp.2008.12.005
  • Milošević, N.T., Ristanović, D. Jelinek, H.F. and Rajkovic, K. (2009) Quantitative analysis of dendritic morphology of the alpha and delta retinal ganglion cells in the rat: a cell classification study. Journal of Theoretical Biology, 259:142-150 (IF = 2.49)
  • Jelinek, H.F. and Fox, D. (2009) Foot Health and Elevated Body Mass Index. Foot and Ankle Online Journal, 2(8): 4.
  • Russell, J., Hijazi, S., Edington, L., Spence, I., Jelinek, H.F. (2009) Cardiovascular complications and sudden death associated with eating disorders. Internet Journal of Cardiovascular Research, 7(1): http://www.ispub.com/journal/the_internet_journal_of_cardiovascular_research/current.html
  • White F, Wang LX, Jelinek H. (2009) Awareness and pharmacotherapy of hypertension in a rural community. Medical Principles and Practice; 18 (4):261-265.
  • Khandoker, A., Jelinek, H.F. Moritani, T. and Palaniswami, M. (2009) Association of cardiac autonomic neuropathy with alteration of sympatho-vagal balance through heart rate variability analysis. Medical Engineering and Physics, Vol.32:161-167. (IF = 1.623)

Referenced Conference Proceedings

  • Jelinek, H.F., Pires, R., Padilha, R., Goldenstein, S., Wainer, J. and Rocha, A. (2013) Quality control and multi-lesion detection in automated classification using a visual words dictionary. 35th Annual International Conference of the IEEE EMBS Osaka, Japan, 3 - 7 July, 2013. P.5857-5860. ISBN: 978-1-4577-0214-3.
  • Tarvainen, M.P., Cornforth, D.J., Kuoppa, P., Lipponen, J.A. and Jelinek, H.F. (2013) Complexity of heart rate variability in type 2 diabetes - effect of hyperglycemia. 35th Annual International Conference of the IEEE EMBS Osaka, Japan, 3 - 7 July, 2013. P.5558-5561. ISBN: 978-1-4577-0214-3.
  • Cornforth, D.J., Tarvainen, M.P., and Jelinek, H.F. (2013) Using Renyi Entropy to Detect Early Cardiac Autonomic Neuropathy. 35th Annual International Conference of the IEEE EMBS Osaka, Japan, 3 - 7 July, 2013. P.5562-5565. ISBN: 978-1-4577-0214-3.
  • Marzbanrad, F., Jelinek, H.F., Hambly, E., McLachlan, C., Matthews, S., Palaniswami, S. and Khandoker, A.H. (2013) The Effect of Automated Preprocessing of RR Interval Tachogram on Discrimination Capability of Heart Rate Variability Parameters. Computing in Cardiology, Zaragosa, Spain. (accepted)
  • Jelinek, H.F., Al-Aubaidy, H., Khalaf, K. and Khandoker A.H. (2013) Association of ankle brachial pressure index with heart rate variability, Computing in Cardiology, Zaragosa, Spain. (accepted)
  • Karmakar, C., Khandoker, A.H., Jelinek, H.F. and Palaniswami, M. (2013) Finding optimal degree and data length of RR time-series network for detecting cardiac autonomic neuropathy. Computing in Cardiology, Zaragosa, Spain. (accepted)
  • Imam, Md. H., Karmakar, C., Khandoker, A.H., Jelinek, H.F. and Palaniswami. M. (2013) Detection of Cardiac Autonomic Neuropathy using Linear Parametric Modeling of QT dynamics. Computing in Cardiology, Zaragosa, Spain. (accepted)
  • Milošević, N.T., Ristanović, D., Rajković, D. and Jelinek, H.F. (2013) Richardson's method of segment counting versus box-counting in 2-dimensional image analysis. IAFA 2013. Bucharest, Romania. 19th International Conference on Control Systems and Computer Science. IAFA 2013 Bucharest, Romania. IEEE Press, p.299-305. (DOI: 10.1109/CSCS.2013.52).
  • Marić, D.L., Milošević, N.T., Jelinek, H.F. and Rajković, K. (2013) Neurons of the human dentate nucleus: box-count method in the quantitative analysis of cell morphology. 19th International Conference on Control Systems and Computer Science. IAFA 2013 Bucharest, Romania. IEEE Press, p.319-324. (DOI: 10.1109/CSCS.2013.52).
  • Cornforth, D.J., Tarvainen, M. and Jelinek, H.F. (2013) Computational intelligence methods for the identification of early cardiac autonomic neuropathy. Pp.929-934. ICIEA 2013.
  • Da Silva, D. Burnstock, F. Stranieri, A. and Jelinek. H.F. (2013) Multivariate Data-Driven Decision Guidance for Clinical Scientists. 29th IEEE International Conference on Data Engineering. ICDE Workshop on Data-Driven Decision Support and Guidance Systems (DGSS 2013). (in print)
  • Jelinek, H.F., Pires, R., Padilha, R., Goldenstein, S., Wainer, J. and Rocha, A. (2012). Data fusion for multi-lesion diabetic retinopathy detection. 25th IEEE International Symposium on Computer-Based Medical Systems (CBMS) DOI: 10.1109/CBMS.2012.6266342.
  • Bossomaier, T., Barnett, L., Thiruvarudchelvan, V. and Jelinek, H.F. (2012) Energy saving accounts for the suppression of sensory detail. COGNITIVE 2012. The Fourth International Conference on Advanced Cognitive Technologies and Applications, Nice, France. p.14-18. IARIA Press. (ISBN 978-1-61208-218-9)
  • Stranieri, A., Abawajy, J., Kelarev, A., Huda, S., Jelinek, H. F., & Chowdhury, M. (2012). A Decision Tree Approach for Ewing Test Selection to Support the Clinical Assessment of Cardiac Autonomic Neuropathy. Australian Datamining Conference (AusDM 2012). http://ceur-ws.org/Vol-944/cihealth1.pdf
  • Abawajy, J., Kelarev, A., Stranieri, A. and Jelinek, H.F. (2012) Empirical Investigation of Multi-tier Ensembles for the Detection of Cardiac Autonomic Neuropathy Using Subsets of the Ewing Features. Eds. Al-Jumaily, A. Bennamoun, M. and Al-Ani A., CIHealth 2012. New Trends of Computational Intelligence in Health Applications. Proceedings of the Workshop on New Trends of Computational Intelligence in Health Applications (NTCIHA 2012), Vol.944:1-11. (ISSN: 1613-0073)
  • Kelarev, A., Stranieri, A. Yearwood, J. Jelinek, H.F. and Abawajy, J. (2012) Improving Classifications for Cardiac Autonomic Neuropathy Using Multi-level Ensemble Classifiers  and Feature Selection Based on Random Forest, n AusDM 2012 : Proceedings of the 10th Australasian Data Mining Conference, Australian Computer Society, Sydney, N.S.W.; pp.1-9.
  • Kelarev, A.V., Dazeley, R., Stranieri, A. Yearwood, J.L. and Jelinek, H.F. (2012) Detection of CAN by ensemble classifiers based on ripple down rules. The 15th International Conference on Principles and Practice of Multi-Agent Systems (PRIMA-2012), PKAW2012: Pacific Rim Knowledge Acquisition Workshop, 5-6 September, Kuching, Sarawak, Malaysia 2012, Lecture Notes in Computer Science 7457 (2012), 147-159. (ISBN: 978-3-642-32540-3; DOI: 10.1007/978-3-642-32541-0_13)
  • Kelarev, A.V. Stranieri, A., Yearwood, J.L. and Jelinek, H.F. (2012) Empirical study of decision trees and ensemble classifiers for monitoring of diabetes patients in pervasive healthcare. The First International Workshop on Cyber-Physical Systems, Applications and Technologies (CPS-AT) within The 15th International Conference on Networked-Based Information Systems (NBiS-2012). (26-28 September 2012, Melbourne, Australia) pp 441-446.
    http://www.takilab.org/conf/nbis/2012/ IEEEXplore library http://ieeexplore.ieee.org
  • Karmakar, C., Khandoker, A.H., Tulppo, M.P., Mäkikallio, T.H., Kiviniemi, A., Hautala, A., Huikuri, H.V., Palaniswami, M. and Jelinek, H.F. (2012) Dynamics of heart rate changes following moderate and high volume exercise training. Computing in Cardiology, Cracow, Poland. (in print)
  • Tarvainen, M.P., Lipponen, J.A., Al-Aubaidy, H. and Jelinek, H.F. (2012) Effect of Hyperglycemia on Cardiac Autonomic Function in T2DM patients. Computing in Cardiology, Cracow, Poland. (in print)
  • Jelinek, H.F., Tarvainen, M.P. and Cornforth, D.J. (2012) Renyi entropy in identification of cardiac autonomic neuropathy in diabetes. Computing in Cardiology, Cracow, Poland. (in print)
  • Khandoker, A.H., Boularaoui, S., Alhussein, G.M., Almatroushi, N.S.O., Osman, E.A.A., Widatalla, N.S.M., Khalaf, K. and Jelinek, H.F. (2012) Screening ST segments in patients with cardiac autonomic neuropathy. Computing in Cardiology, Cracow, Poland. p.405-408
  • Karmakar, C., Jelinek, H.F., Khandoker, A.H., Tulppo, M., Mäkikallio, T., Kiviniemi. A. and Palaniswami, M. (2012) Identifying increased risk of post-infarct people with diabetes using mulit-lag Tone-Entropy analysis. EMBC 2012 (in print)
  • Pires, R., Jelinek, H.F., Wainer, J. and Rocha, A. (2012) Retinal image quality analysis for automatic diabetic retinopathy detection. 25th Conference on Graphics, patterns and Images, (Sibgrapi 2012), Ouro Preto, Brazil. http://www.decom.ufop.br/sibgrapi2012/eproceedings/
  • Kelarev, A., Stranieri, A. Abawajy, J. Yearwood, J. Huda, S. Chowdhury, M. and Jelinek, H.F. (2012) Empirical Investigation of Consensus Clustering for Large ECG Data Sets. 25th IEEE International Smposium on Computer-Based Medical Systems, Rome. DOI: 10.1109/CBMS.2012.6266285
  • Ng, E., Hambly, B., McLachlan, C.S., Jelinek, H.F., Matthews, S. (2012) WEKA machine learning classification in identifying autonomic dysfunction parameters associated with ACE insertion/deletion genotypes. IASTED Biomedical Engineering, Innsbruck, (764-048), p.61-66.
  • Matthews, S., Spence, I., McLachlan, C.S. and Jelinek, H.F. (2012) Neuron cell classification using machine learning algorithms: methodological considerations. IASTED Biomedical Engineering, Innsbruck (764-083), p.599-604.
  • Jelinek, H.F., Matthews, S., Succar, P., McLachlan, C.S., Ahammer, H. and Buckland, M. (2012) Establishing a reference range for oligodendroglioma classification using Higuchi dimension analysis. IASTED Biomedical Engineering, Innsbruck (764-039), p.25-28.
  • Abásolo, D. and Jelinek, H.F. (2012) Lempel-Zif complexity dynamics in early detection of cardiac autonomic neuropathy in diabetes. IASTED Biomedical Engineering, Innsbruck (764-036), p.16-20.
  • Jelinek, H.F., Khandoker, A.H. and Imam, H. (2011) Pulse wave analysis using tone-entropy algorithm in people with and without foot complaints in rural diabetes screening clinic. Proceedings of the Eighth IASTED International Conference on Bioengineering, (ed. C. Baumgartner), Innsbruck, p249-253. ISBN: 978-0-88986-866-3
  • Jelinek, H.F., Rocha, A. Carvalho, T., Goldenstein, S. and Wainer, J. (2011) Machine learning and pattern classification in identification of indigenous retinal pathology. 8th Engineering in Medicine and Biology Congress, Boston, U.S.A. pp.5951-5954. Ed. Lovell, N., IEEE Press, Boston) ISBN: 978-1-4244-4122-8/11/ DOI: 10.1109/IEMBS.2011.6089870) (ERA A).
  • Jelinek, H.F., August, K.G., Imam, Md.H., Khandoker, A.H., Koenig, A. and Riener, R. (2011) Cortical response to psycho-physiological changes in auto-adaptive robot assisted gait training. 8th Engineering in Medicine and Biology Congress, Boston, U.S.A. pp.7409-7412. (IEEE Press, Boston, ISBN: 978-1-4244-4122-8/11/) (ERA A).
  • Olujić, M., Milošević, N.T., Oros, A. and Jelinek, H.F. (2011) Aggressive posterior retinopathy of prematurity: Fractal analysis of images before and after laser surgery. Proceedings of the 18th International Conference on Control Systems and Computer Science: Interdisciplinary Approaches to Fractal Analysis, (IAFA 2011), Bucharest, Romania. (Politechnica Press, Bucharest). p.877-881.
  • Bagirov, A., Yatsko, A. Stranieri, A. Jelinek, H.F. Feature Selection using misclassification counts. Australian Datamining Conference, University of Ballarat. Conferences in Research and Practice in Information Technology (CRPIT), Vol. 121. Vamplew, A. Stranieri, K-L. Ong, P. Christen and P. Kennedy, Eds
  • Karperien, A. Jelinek, H.F. and Milosevic, N.T. (2011) Multifractals: a Review with an Application in Neuroscience. Proceedings of the 18th International Conference on Control Systems and Computer Science: Interdisciplinary Approaches to Fractal Analysis, (IAFA 2011), Bucharest, Romania. (Politechnica Press, Bucharest). p. 888-893.
  • Jelinek, H.F., August, K., Khandoker, A., Issam, H.M., Koenig, A. and Riener, R. (2011) Heart rate asymmetry in post stroke patients. Computing in Cardiology. Vol.38. ISBN 978-1-4244-4122-8/11
  • Jelinek, H.F., Khandoker, A., Quintana, D. Issam, H.M. and Kemp, A.H. (2011) Complex Correlation Measure as a sensitive indicator of risk for sudden cardiac death in patients with depression. Computing in Cardiology. China, IEEE Press . Vol.38. ISBN 978-1-4244-4122-8/11
  • Milošević N.T., Marić D., Jelinek H.F. (2011) Fractal analysis of macroradiographic images: Legg-Calvé-Perthes disease, 3rd International Interdisciplinary Chaos Symposium on CHAOS and COMPLEX SYSTEMS, Istanbul, 21-24 May 2010, Istanbul Kültur University Press, p.45-53.
  • Khandoker, A. H., Weiss, D. N., Skinner, J. E., Anchin, J. M., Imam, H. M.,  Jelinek, H. F. and Palaniswami, M.  (2011). PD2i heart rate complexity measure can detect cardiac autonomic neuropathy: an alternative test to Ewing battery. Computing in Cardiology. China, IEEE Press. Vol.38. ISBN 978-1-4244-4122-8/11
  • Sidek, K.A., Jelinek, H.F. and Khalil I. (2011) Identification of cardiac autonomic neuropathy patients using cardioid based graph for ECG biometric. Computing in Cardiology. China, IEEE Press. Vol.38: 3772–3775. (ISBN 978-
    1-4244-4122-8/11)
  • Jelinek, H.F., Khandoker, A. Palaniswami, M. and McDonald, S. (2010) Heart rate variability and QT dispersion in a cohort of diabetes patients. Computers in Cardiology, Belfast, UK. (CinC 2010), Vol.37:613-616  (ERA: A)
  • Jelinek, H.F., Khandoker, A. Palaniswami, M. and McDonald, S. (2010) Tone-entropy as a cardiac risk stratification tool. Computers in Cardiology, Belfast, UK. (CinC 2010), Vol.37:955-958  (ERA: A)
  • Huda, S., Jelinek, H.F., Ray, B., Stranieri, A. and Yearwood, J. (2010)  Exploring novel features and decision rules to identify cardiovascular autonomic neuropathy using a Hybrid of Wrapper-Filter based feature selection. ISSNIP 2010. Eds. S. Marusic, M. Palaniswami, J. Gubbi, P. Corke. IEEE Press, Sydney. p.297-302. (DOI: 10.1109/ISSNIP.2010.5706804, ISBN 978-1-4244-7176-8)
  • Collins, T., Smith, M. and Jelinek, H.F. (2009) Heart rate variability analysis as an indicator of heart health following a rural cardiac rehabilitation program. Ed. Dobrescu, R. 17th International Conference on Control Systems and Computer Science (CSCS17). Interdisciplinary Approaches in Fractal Analysis (IAFA 2009) Politechnica Press, Bucharest. Vol 3(2):42-44. (ISSN 2066-4451)
  • Jelinek, H.F., Milošević, N.T. and Ristanović, D. (2009) Fractal analysis of the alpha retinal ganglion cells in various species. Ed. Dobrescu, R. 17th International Conference on Control Systems and Computer Science (CSCS17). Interdisciplinary Approaches in Fractal Analysis (IAFA 2009) Politechnica Press, Bucharest. Vol 3(2):49-53. (ISSN 2066-4451)
  • Milošević, N.T., Ristanović, D., Jelinek, H.F., Gudović, R., Marić, D.L., Popov, I. (2009) The morphology and cell classification in the human dendate nucleus: a fractal analysis study. Ed. Dobrescu, R. 17th International conference on Control Systems and Computer Science (CSCS17). Interdisciplinary Approaches in Fractal Analysis (IAFA 2009) Politehnica Press, Bucharest. Vol 3(2):54-57. (ISSN 2066-4451)
  • Jelinek, H.F., Al-Saedi, K. and Bäcklund, L.B. (2009) Computer Assisted 'Top-Down' Assessment of Diabetic Retinopathy. World Congress of Biophysics and Biomedical Engineering, Munich (Sept 7-12). Proceedings of the International Federation for Medical and Biological Engineering (IFMBE). Eds. Dössel, O. and Schlegel, W.C. Springer-Verlag, Heidelberg. Vol.25/ XI, p. 127 ff. (ISBN 978-3-642-03881-5)
  • Jelinek, H.F., Prinz, M., Farquhar, H. and Wild, T. (2009) Automated Assessment of Wound Pathology in Clinical Practice. World Congress of Biophysics and Biomedical Engineering, Munich (Sept 7-12). Proceedings of the International Federation for Medical and Biological Engineering (IFMBE). Eds. Dössel, O. and Schlegel, W.C. Springer-Verlag, Heidelberg. Vol.25/ p. 828 ff.  (ISBN 978-3-642-03881-5)
  • Khandoker, A., Jelinek, H.F. (2009) Cardiac autonomic neuropathy associated alteration of sympatho-vagal balance through tone entropy analysis of heart periods. Computers in Cardiology, Salt Lake City, Utah. Session 7-3 Physiological Oscillations, pp. 373-376.

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Community Engagement

Dr Jelinek primarily contributes to providing a diabetes and cardiovascular health screening research program for rural communities. He offers an all-in-one, one-stop diabetes screening oportunity to the Border (Albury-Wdonga) community He is currently working in the UAE investigating depression, diabetes and cardiovascular disease in Emirati and Bedouin populations.

Memberships and Affiliations
  • IEEE Enginering in Biology and Medicine Society
  • Australian Diabetes Association

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