Site Maintenance will take place from 4:00 PM on 2024-04-29 to 9:00 AM on 2024-05-01.
Please do not make any content change during this time, otherwise all the changes will be lost.

Select Publications

Journal articles

Italiano ML; Guo T; Lovell NH; Tsai D, 2022, 'Improving the spatial resolution of artificial vision using midget retinal ganglion cell populations modeled at the human fovea', Journal of Neural Engineering, 19, http://dx.doi.org/10.1088/1741-2552/ac72c2

Fetanat M; Stevens M; Jain P; Hayward C; Meijering E; Lovell NH, 2022, 'Fully Elman Neural Network: A Novel Deep Recurrent Neural Network Optimized by an Improved Harris Hawks Algorithm for Classification of Pulmonary Arterial Wedge Pressure', IEEE Transactions on Biomedical Engineering, 69, pp. 1733 - 1744, http://dx.doi.org/10.1109/TBME.2021.3129459

Almasri RM; Abed AA; Wei Y; Wang H; Firth J; Poole-Warren LA; Ladouceur F; Lehmann T; Lovell NH, 2022, 'Impedance Properties of Multi-Optrode Biopotential Sensing Arrays', IEEE Transactions on Biomedical Engineering, 69, pp. 1674 - 1684, http://dx.doi.org/10.1109/TBME.2021.3126849

Indraratna P; Biswas U; Liu H; Redmond SJ; Yu J; Lovell NH; Ooi SY, 2022, 'Process Evaluation of a Randomised Controlled Trial for TeleClinical Care, a Smartphone-App Based Model of Care', Frontiers in Medicine, 8, http://dx.doi.org/10.3389/fmed.2021.780882

Indraratna P; Biswas U; McVeigh J; Mamo A; Magdy J; Vickers D; Watkins E; Ziegl A; Liu H; Cholerton N; Li J; Holgate K; Fildes J; Gallagher R; Ferry C; Jan S; Briggs N; Schreier G; Redmond SJ; Loh E; Yu J; Lovell NH; Ooi SY, 2022, 'A Smartphone-Based Model of Care to Support Patients With Cardiac Disease Transitioning From Hospital to the Community (TeleClinical Care): Pilot Randomized Controlled Trial', JMIR mHealth and uHealth, 10, http://dx.doi.org/10.2196/32554

Argha A; Celler BG; Lovell NH, 2022, 'Artificial Intelligence Based Blood Pressure Estimation from Auscultatory and Oscillometric Waveforms: A Methodological Review', IEEE Reviews in Biomedical Engineering, 15, pp. 152 - 168, http://dx.doi.org/10.1109/RBME.2020.3040715

Argha A; Celler BG; Alinejad-Rokny H; Lovell NH, 2022, 'Blood Pressure Estimation From Korotkoff Sound Signals Using an End-to-End Deep-Learning-Based Algorithm', IEEE Transactions on Instrumentation and Measurement, 71, http://dx.doi.org/10.1109/TIM.2022.3217865

Hasmat S; Suaning GJ; Lovell NH; (Hubert) Low TH; Clark JR, 2022, 'Facial nerve paralysis: A review on the evolution of implantable prosthesis in restoring dynamic eye closure', Journal of Plastic, Reconstructive and Aesthetic Surgery, 75, pp. 248 - 257, http://dx.doi.org/10.1016/j.bjps.2021.08.039

Bakir AA; Al Abed A; Lovell NH; Dokos S, 2022, 'Multiphysics Computational Modelling of the Cardiac Ventricles', IEEE Reviews in Biomedical Engineering, 15, pp. 309 - 324, http://dx.doi.org/10.1109/RBME.2021.3093042

Labani M; Afrasiabi A; Beheshti A; Lovell NH; Alinejad-Rokny H, 2022, 'PeakCNV: A multi-feature ranking algorithm-based tool for genome-wide copy number variation-association study', Computational and Structural Biotechnology Journal, 20, pp. 4975 - 4983, http://dx.doi.org/10.1016/j.csbj.2022.09.001

Hoang TT; Phan PT; Thai MT; Davies J; Nguyen CC; Phan H-P; Lovell NH; Nho T; Do TN, 2022, 'Magnetically Engineered Conductivity of Soft Liquid Metal Composites for Robotic, Wearable Electronic, and Medical Applications', Advanced Intelligent Systems, 4, http://dx.doi.org/10.1002/aisy.202270059

Eggenberger SC; James NL; Ho C; Eamegdool SS; Tatarinoff V; Craig NA; Gow BS; Wan S; Dodds CWD; La Hood D; Gilmour A; Donahoe SL; Krockenberger M; Tumuluri K; da Cruz MJ; Grigg JR; McCluskey P; Lovell NH; Madigan MC; Fung AT; Suaning GJ, 2021, 'Implantation and long-term assessment of the stability and biocompatibility of a novel 98 channel suprachoroidal visual prosthesis in sheep', Biomaterials, 279, http://dx.doi.org/10.1016/j.biomaterials.2021.121191

Eggenberger SC; James NL; Ho C; Eamegdool SS; Tatarinoff V; Craig NA; Gow BS; Wan S; Dodds CWD; La Hood D; Gilmour A; Donahoe SL; Krockenberger M; Tumuluri K; da Cruz MJ; Grigg JR; McCluskey P; Lovell NH; Madigan MC; Fung AT; Suaning GJ, 2021, 'Safety and biocompatibility of a bionic eye: Imaging, intraocular pressure, and histology data', Data in Brief, 39, http://dx.doi.org/10.1016/j.dib.2021.107634

Phan PT; Hoang TT; Thai MT; Low H; Davies J; Lovell NH; Do TN, 2021, 'Smart surgical sutures using soft artificial muscles', Scientific Reports, 11, pp. 22420, http://dx.doi.org/10.1038/s41598-021-01910-2

Hoang TT; Sy L; Bussu M; Thai MT; Low H; Phan PT; Davies J; Nguyen CC; Lovell NH; Do TN, 2021, 'A wearable soft fabric sleeve for upper limb augmentation', Sensors, 21, pp. 7638, http://dx.doi.org/10.3390/s21227638

Indraratna P; Biswas U; McVeigh J; Mamo A; Magdy J; Briggs N; Gallgher R; Ferry C; Jan S; Schreier G; Redmond S; Loh E; Yu J; Lovell NH; Ooi S, 2021, 'A randomised control trial of TeleClinical Care - a smartphone-app based model of care for heart failure and acute coronary syndromes', EUROPEAN HEART JOURNAL, 42, pp. 3083 - 3083, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000720456903384&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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, 68, pp. 3029 - 3038, http://dx.doi.org/10.1109/TBME.2021.3061405

Indraratna P; Magdy J; Li J; McVeigh J; Briggs N; Mamo A; Biswas U; Yu J; Lovell NH; Ooi S, 2021, 'Patterns and predictors of smartphone ownership in a cardiology inpatient population', EUROPEAN HEART JOURNAL, 42, pp. 3111 - 3111, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000720456903412&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Indraratna P; Biswas U; Liu H; Lovell NH; Ooi S, 2021, 'Process evaluation of the TeleClinical Care pilot study', EUROPEAN HEART JOURNAL, 42, pp. 3100 - 3100, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000720456903401&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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, 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, 18, pp. 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, 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, 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, 30, pp. 272 - 279, http://dx.doi.org/10.1055/s-0041-1726487

Rezaie N; Bayati M; Tahaei MS; Hamidi M; Khorasani S; Lovell NH; Breen J; Rabiee HR; Alinejad-Rokny H, 2021, 'Somatic point mutations are enriched in long non-coding RNAs with possible regulatory function in breast cancer', , http://dx.doi.org/10.1101/2021.07.19.453012

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, 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, 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, 323, 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, 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, 25, pp. 903 - 908, http://dx.doi.org/10.1109/JBHI.2021.3059883

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, 74, pp. 605 - 614, http://dx.doi.org/10.1016/j.bjps.2020.08.050

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

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, 14, pp. 48 - 70, http://dx.doi.org/10.1109/RBME.2020.2992838

Fetanat M; Stevens M; Hayward C; Lovell N, 2021, 'Adaptive Sensorless Control of LVAD Using Deep Convolutional Neural Network', The Journal of Heart and Lung Transplantation, 40, pp. S172 - S172, http://dx.doi.org/10.1016/j.healun.2021.01.507

Fetanat M; Stevens M; Hayward C; Lovell N, 2021, 'Aortic Valve Status Detection for Heart Failure Patient with LVAD Using Deep Neural Networks', The Journal of Heart and Lung Transplantation, 40, pp. S178 - S178, http://dx.doi.org/10.1016/j.healun.2021.01.522

Indraratna P; Biswas U; Liu H; Lovell N; Ooi S, 2021, 'Process Evaluation of the TeleClinical Care Randomised Controlled Trial', Heart, Lung and Circulation, 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, 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, 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), 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, 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), 20, pp. 1 - 28, http://dx.doi.org/10.3390/s20236829

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, 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, 196, http://dx.doi.org/10.1016/j.cmpb.2020.105596

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, 24, pp. 2442 - 2443, http://dx.doi.org/10.1109/JBHI.2020.3015298

Yang G; Pang Z; Jamal Deen M; Mianxiong D; 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, 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, 17, 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, 12, pp. 34337 - 34361, http://dx.doi.org/10.1021/acsami.0c07614


Back to profile page