Select Publications

Journal articles

Fetanat M; Stevens M; Hayward C; Lovell NH, 2021, 'A Sensorless Control System for an Implantable Heart Pump Using a Real-Time Deep Convolutional Neural Network', IEEE Transactions on Biomedical Engineering, vol. 68, pp. 3029 - 3038, http://dx.doi.org/10.1109/TBME.2021.3061405

Phan P; Hoang T; Thai MT; Low H; Lovell N; Do TN, 2021, 'Twisting and Braiding Fluid-Driven Soft Artificial Muscle Fibers for Robotic Applications', Soft Robotics, http://dx.doi.org/10.1089/soro.2021.0040

Sy LW; Lovell NH; Redmond SJ, 2021, 'Estimating Lower Body Kinematics Using a Lie Group Constrained Extended Kalman Filter and Reduced IMU Count', IEEE Sensors Journal, vol. 21, pp. 20969 - 20979, http://dx.doi.org/10.1109/JSEN.2021.3096078

Thai MT; Phan PT; Hoang TT; Low H; Lovell N; Do TN, 2021, 'Correction to "Design, Fabrication, Hysteresis Modeling of Soft Microtubule Artificial Muscle (SMAM) for Medical Applications', IEEE Robotics and Automation Letters, http://dx.doi.org/10.1109/LRA.2021.3108243

Allen B; Canuto K; Evans JR; Lewis E; Gwynn J; Radford K; Delbaere K; Richards J; Lovell N; Dickson M; Macniven R, 2021, 'Facilitators and barriers to physical activity and sport participation experienced by aboriginal and torres strait islander adults: A mixed method review', International Journal of Environmental Research and Public Health, vol. 18, pp. 9893 - 9893, http://dx.doi.org/10.3390/ijerph18189893

Afrasiabi A; Keane JT; Ik-Tsen Heng J; Palmer EE; Lovell NH; Alinejad-Rokny H, 2021, 'Quantitative neurogenetics: Applications in understanding disease', Biochemical Society Transactions, vol. 49, pp. 1621 - 1631, http://dx.doi.org/10.1042/BST20200732

Lv M; Li W; Tao R; H. Lovell N; Yang Y; Tu T; Li W, 2021, 'Spatial-Spectral Density Peaks-Based Discriminant Analysis for Membranous Nephropathy Classification Using Microscopic Hyperspectral Images', IEEE Journal of Biomedical and Health Informatics, vol. 25, pp. 3041 - 3051, http://dx.doi.org/10.1109/JBHI.2021.3050483

Indraratna P; Biswas U; Yu J; Schreier G; Ooi SY; Lovell NH; Redmond SJ, 2021, 'Trials and Tribulations: mHealth Clinical Trials in the COVID-19 Pandemic', Yearbook of medical informatics, vol. 30, pp. 272 - 279, http://dx.doi.org/10.1055/s-0041-1726487

Hasmat S; Cleary J; Suaning GJ; Lovell NH; Low THH; Clark JR, 2021, 'Dynamic facial reanimation using active implantable prosthesis: Restoring blink', Journal of Plastic, Reconstructive and Aesthetic Surgery, vol. 74, pp. 1633 - 1701, http://dx.doi.org/10.1016/j.bjps.2021.01.001

Weerasinghe NH; Lovell NH; Welsh AW; Stevenson GN, 2021, 'Multi-Parametric Fusion of 3D Power Doppler Ultrasound for Fetal Kidney Segmentation Using Fully Convolutional Neural Networks', IEEE Journal of Biomedical and Health Informatics, vol. 25, pp. 2050 - 2057, http://dx.doi.org/10.1109/JBHI.2020.3027318

Hoang TT; Quek JJS; Thai MT; Phan PT; Lovell NH; Do TN, 2021, 'Soft robotic fabric gripper with gecko adhesion and variable stiffness', Sensors and Actuators, A: Physical, vol. 323, pp. 112673 - 112673, http://dx.doi.org/10.1016/j.sna.2021.112673

Argha A; Celler BG; Lovell NH, 2021, 'A novel automated blood pressure estimation algorithm using sequences of korotkoff sounds', IEEE Journal of Biomedical and Health Informatics, vol. 25, pp. 1257 - 1264, http://dx.doi.org/10.1109/JBHI.2020.3012567

Ji N; Xiang T; Bonato P; Lovell NH; Ooi SY; Clifton DA; Akay M; Ding XR; Yan BP; Mok V; Fotiadis DI; Zhang YT, 2021, 'Recommendation to Use Wearable-Based mHealth in Closed-Loop Management of Acute Cardiovascular Disease Patients during the COVID-19 Pandemic', IEEE Journal of Biomedical and Health Informatics, vol. 25, pp. 903 - 908, http://dx.doi.org/10.1109/JBHI.2021.3059883

Emmanuel S; Stevens M; Vazquez GM; Fetanat M; Al Abed A; Lovell N; Hayward CS, 2021, 'Using the Sinoatrial Node to Induce Pulsatility in Mechanical Circulatory Support Devices', JOURNAL OF HEART AND LUNG TRANSPLANTATION, vol. 40, pp. S186 - S186, http://dx.doi.org/10.1016/j.healun.2021.01.544

Thai MT; Phan PT; Hoang TT; Low H; Lovell N; Do TN, 2021, 'Design, Fabrication, Hysteresis Modeling of Soft Microtubule Artificial Muscle (SMAM) for Medical Applications', IEEE Robotics and Automation Letters, http://dx.doi.org/10.1109/LRA.2021.3072599

Petrides G; Clark JAR; Low H; Lovell N; Eviston TJ, 2021, 'Three-dimensional scanners for soft-tissue facial assessment in clinical practice', Journal of Plastic, Reconstructive and Aesthetic Surgery, vol. 74, pp. 605 - 614, http://dx.doi.org/10.1016/j.bjps.2020.08.050

Ahmadbakir A; Al Abed A; Lovell NH; Dokos S, 2021, 'Multiphysics computational modelling of the cardiac ventricles', IEEE Reviews in Biomedical Engineering, vol. PP, http://dx.doi.org/10.1109/RBME.2021.3093042

Ding X; Clifton D; Ji N; Lovell NH; Bonato P; Chen W; Yu X; Xue Z; Xiang T; Long X; Xu K; Jiang X; Wang Q; Yin B; Feng G; Zhang YT, 2021, 'Wearable Sensing and Telehealth Technology with Potential Applications in the Coronavirus Pandemic', IEEE Reviews in Biomedical Engineering, vol. 14, pp. 48 - 70, http://dx.doi.org/10.1109/RBME.2020.2992838

Hasmat S; Wanasinghe DL; Cheng K; Suaning GJ; Lovell NH; Low T-HH; Clark JR, 2021, 'Characterization of temporal soft tissue space to aid the design of implants aimed at restoring function in facial paralysis', Plastic and Aesthetic Research, http://dx.doi.org/10.20517/2347-9264.2020.221

Hasmat S; Suaning GJ; Lovell NH; Low T-HH; Clark JR, 2021, 'Facial nerve paralysis: a review on the evolution of implantable prosthesis in restoring dynamic eye closure', Journal of Plastic, Reconstructive & Aesthetic Surgery, http://dx.doi.org/10.1016/j.bjps.2021.08.039

Indraratna P; Biswas U; Liu H; Lovell N; Ooi S, 2021, 'Process Evaluation of the TeleClinical Care Randomised Controlled Trial', Heart, Lung and Circulation, vol. 30, pp. S290 - S290, http://dx.doi.org/10.1016/j.hlc.2021.06.436

Phan PT; Thai MT; Hoang TT; Lovell NH; Do TN, 2020, 'HFAM: Soft Hydraulic Filament Artificial Muscles for Flexible Robotic Applications', IEEE Access, vol. 8, pp. 226637 - 226652, http://dx.doi.org/10.1109/access.2020.3046163

Bird K; Chan G; Lu H; Greeff H; Allen J; Abbott D; Menon C; Lovell NH; Howard N; Chan WS; Fletcher RR; Alian A; Ward R; Elgendi M, 2020, 'Assessment of Hypertension Using Clinical Electrocardiogram Features: A First-Ever Review', Frontiers in Medicine, vol. 7, http://dx.doi.org/10.3389/fmed.2020.583331

Nan Y; Lovell NH; Redmond SJ; Wang K; Delbaere K; van Schooten KS, 2020, 'Deep learning for activity recognition in older people using a pocket-worn smartphone', Sensors (Switzerland), vol. 20, pp. 1 - 14, http://dx.doi.org/10.3390/s20247195

Hoang TT; Phan PT; Thai MT; Lovell NH; Do TN, 2020, 'Bio-Inspired Conformable and Helical Soft Fabric Gripper with Variable Stiffness and Touch Sensing', Advanced Materials Technologies, vol. 5, http://dx.doi.org/10.1002/admt.202000724

Sy LWF; Lovell NH; Redmond SJ, 2020, 'Estimating lower limb kinematics using a lie group constrained extended Kalman filter with a reduced wearable IMU count and distance measurements', Sensors (Switzerland), vol. 20, pp. 1 - 28, http://dx.doi.org/10.3390/s20236829

Sy LW; Lovell N; Redmond S, 2020, 'Estimating Lower Limb Kinematics using a Lie Group Constrained Extended Kalman Filter with a Reduced Wearable IMU Count and Distance Measurements', , http://dx.doi.org/10.20944/preprints202011.0166.v1

Song X; Guo T; Shivdasani MN; Dokos S; Lovell NH; Li X; Qiu S; Li T; Zheng S; Li L, 2020, 'Creation of virtual channels in the retina using synchronous and asynchronous stimulation - A modelling study', Journal of Neural Engineering, vol. 17, http://dx.doi.org/10.1088/1741-2552/abc3a9

Goh CH; Tan LK; Lovell NH; Ng SC; Tan MP; Lim E, 2020, 'Robust PPG motion artifact detection using a 1-D convolution neural network', Computer Methods and Programs in Biomedicine, vol. 196, http://dx.doi.org/10.1016/j.cmpb.2020.105596

Afrasiabi A; Alinejad-Rokny H; Lovell N; Xu Z; Ebrahimi D, 2020, 'Insight into the origin of 5’UTR and source of CpG reduction in SARS-CoV-2 genome', , http://dx.doi.org/10.1101/2020.10.23.351353

Yang G; Pang Z; Rahmani AM; Dong M; Zhang YT; Deen MJ; Lovell N, 2020, 'Guest Editorial Enabling Technologies in Health Engineering and Informatics for the New Revolution of Healthcare 4.0', IEEE Journal of Biomedical and Health Informatics, vol. 24, pp. 2442 - 2443, http://dx.doi.org/10.1109/JBHI.2020.3015298

Yang G; Pang Z; Jamal Deen M; Dong M; Zhang YT; Lovell N; Rahmani AM, 2020, 'Homecare Robotic Systems for Healthcare 4.0: Visions and Enabling Technologies', IEEE Journal of Biomedical and Health Informatics, vol. 24, pp. 2535 - 2549, http://dx.doi.org/10.1109/JBHI.2020.2990529

Muralidharan M; Guo T; Shivdasani MN; Tsai D; Fried S; Li L; Dokos S; Morley JW; Lovell NH, 2020, 'Neural activity of functionally different retinal ganglion cells can be robustly modulated by high-rate electrical pulse trains', Journal of Neural Engineering, vol. 17, pp. 045013, http://dx.doi.org/10.1088/1741-2552/ab9a97

Qiao L; Benzigar MR; Subramony JA; Lovell NH; Liu G, 2020, 'Advances in Sweat Wearables: Sample Extraction, Real-Time Biosensing, and Flexible Platforms', ACS Applied Materials and Interfaces, vol. 12, pp. 34337 - 34361, http://dx.doi.org/10.1021/acsami.0c07614

Sy L; Lovell NH; Redmond SJ, 2020, 'Estimating Lower Limb Kinematics using Distance Measurements with a Reduced Wearable Inertial Sensor Count', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, vol. 2020-July, pp. 4858 - 4862, http://dx.doi.org/10.1109/EMBC44109.2020.9175684

Indraratna P; Tardo D; Yu J; Delbaere K; Brodie M; Lovell N; Ooi SY, 2020, 'Mobile phone technologies in the management of ischemic heart disease, heart failure, and hypertension: systematic review and meta-analysis', JMIR mHealth and uHealth, vol. 8, pp. e16695, http://dx.doi.org/10.2196/16695

Alharbi Y; Otton J; Muller DWM; Geelan-Small P; Lovell NH; Al Abed A; Dokos S, 2020, 'Predicting the outcome of transcatheter mitral valve implantation using image-based computational models', Journal of Cardiovascular Computed Tomography, vol. 14, pp. 335 - 342, http://dx.doi.org/10.1016/j.jcct.2019.11.016

Thai MT; Phan PT; Hoang TT; Wong S; Lovell NH; Do TN, 2020, 'Advanced Intelligent Systems for Surgical Robotics', Advanced Intelligent Systems, http://dx.doi.org/10.1002/aisy.201900138

Nestler F; Timms DL; Stevens M; Bradley AP; Wilson SJ; Kleinheyer M; Lovell N; Frazier OH; Cohn WE, 2020, 'Investigation of the inherent left-right flow balancing of rotary total artificial hearts by means of a resistance box', Artificial Organs, vol. 44, pp. 584 - 593, http://dx.doi.org/10.1111/aor.13631

Peng S; Wu S; Yu Y; Xia B; Lovell NH; Wang CH, 2020, 'Multimodal Capacitive and Piezoresistive Sensor for Simultaneous Measurement of Multiple Forces', ACS Applied Materials and Interfaces, vol. 12, pp. 22179 - 22190, http://dx.doi.org/10.1021/acsami.0c04448

Koh VCA; Pauls JP; Wu EL; Stevens MC; Ho YK; Lovell NH; Lim E, 2020, 'A centralized multi-objective model predictive control for a biventricular assist device: An in vitro evaluation', Biomedical Signal Processing and Control, vol. 59, http://dx.doi.org/10.1016/j.bspc.2020.101914

Hasmat S; McPherson S; Suaning GJ; Lovell NH; (Hubert) Low TH; Clark JR, 2020, 'Recreation of eyelid mechanics using the sling concept', Journal of Plastic, Reconstructive and Aesthetic Surgery, vol. 73, pp. 942 - 950, http://dx.doi.org/10.1016/j.bjps.2019.12.007

Fetanat M; Stevens M; Hayward C; Lovell NH, 2020, 'A Physiological Control System for an Implantable Heart Pump That Accommodates for Interpatient and Intrapatient Variations', IEEE Transactions on Biomedical Engineering, vol. 67, pp. 1167 - 1175, http://dx.doi.org/10.1109/TBME.2019.2932233

Welykholowa K; Hosanee M; Chan G; Cooper R; Kyriacou PA; Zheng D; Allen J; Abbott D; Menon C; Lovell NH; Howard N; Chan WS; Lim K; Fletcher R; Ward R; Elgendi M, 2020, 'Multimodal photoplethysmography-based approaches for improved detection of hypertension', Journal of Clinical Medicine, vol. 9, http://dx.doi.org/10.3390/jcm9041203

Lyu Q; Lu Z; Li H; Qiu S; Guo J; Sui X; Sun P; Li L; Chai X; Lovell NH, 2020, 'A Three-Dimensional Microelectrode Array to Generate Virtual Electrodes for Epiretinal Prosthesis Based on a Modeling Study', International Journal of Neural Systems, vol. 30, http://dx.doi.org/10.1142/S0129065720500069

Hosanee M; Chan G; Welykholowa K; Cooper R; Kyriacou PA; Zheng D; Allen J; Abbott D; Menon C; Lovell NH; Howard N; Chan WS; Lim K; Fletcher R; Ward R; Elgendi M, 2020, 'Cuffless single-site photoplethysmography for blood pressure monitoring', Journal of Clinical Medicine, vol. 9, http://dx.doi.org/10.3390/jcm9030723

Carter A; Richards LJ; Apthorp D; Azghadi MR; Badcock DR; Balleine B; Bekkers JM; Berk M; Bourne JA; Bradley AP; Breakspear M; Brichta A; Carter O; Castles A; Chakli K; Cohen-Woods S; Conn SJ; Cornish J; Cornish K; de Zubicaray G; Egan GF; Enticott PG; Fitzgibbon BM; Forlini C; Fornito A; Griffiths L; Gullifer J; Hall W; Halliday G; Hannan AJ; Harrer S; Harvey A; Hatherly C; Hickie IB; Kennett J; Kiernan M; Kilpatrick T; Kiral-Kornek I; Korgaonkar MS; Lawrence AJ; Leventer R; Levy N; Licinio J; Lovell N; Mackellar G; Malcolm L; Mason A; Mattingley JB; Medland SE; Michie PT; Nithianantharajah J; Parker J; Payne JM; Poole-Warren L; Sah P; Sarnyai Z; Schofield PR; Shimoni O; Shum DHK; Silk T; Slee M; Smith AE; Soulis T; Sriram S; Stuart GJ; Tapson J; Thompson MB; van Schaik A; Vincent NA; Vissel B; Waters A, 2020, 'Erratum: A Neuroethics Framework for the Australian Brain Initiative (Neuron (2019) 101(3) (365–369), (S0896627319300054), (10.1016/j.neuron.2019.01.004))', Neuron, vol. 105, pp. 201, http://dx.doi.org/10.1016/j.neuron.2019.12.019

Argha A; Celler BG; Lovell NH, 2020, 'Artificial Intelligence Based Blood Pressure Estimation From Auscultatory and Oscillometric Waveforms: A Methodological Review', IEEE Reviews in Biomedical Engineering, http://dx.doi.org/10.1109/RBME.2020.3040715

Huang Q; Li W; Zhang B; Li Q; Tao R; Lovell NH, 2020, 'Blood Cell Classification Based on Hyperspectral Imaging with Modulated Gabor and CNN', IEEE Journal of Biomedical and Health Informatics, vol. 24, pp. 160 - 170, http://dx.doi.org/10.1109/JBHI.2019.2905623

Lu W; Stevens MC; Wang C; Redmond SJ; Lovell NH, 2020, 'Smart Triggering of the Barometer in a Fall Detector Using a Semi-Permeable Membrane', IEEE Transactions on Biomedical Engineering, vol. 67, pp. 146 - 157, http://dx.doi.org/10.1109/TBME.2019.2909907


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