2022

• H. Fu, L. Bi, A. Kumar, M. Fulham, J. Kim, “An attention-enhanced cross-task network to analyse lung nodule attributes in CT images”, Pattern Recognition, Volume 126, June 2022, 108576 https://doi.org/10.1016/j.patcog.2022.108576
• H. Fu, L. Bi, A. Kumar, M. Fulham, and J. Kim, “Graph-Based Intercategory and Intermodality Network for Multilabel Classification and Melanoma Diagnosis of Skin Lesions in Dermoscopy and Clinical Images”, IEEE Transactions on Medical maging, 2022 Jun 9. https://doi: 10.1109/TMI.2022.3181694
• Bi, M. Fulham, J. Kim, “Hyper-fusion network for semi-automatic segmentation of skin lesions”, Medical Image Analysis, Vol 76, February 2022, 102334 https://doi.org/10.1016/j.media.2021.102334
• M.Ferguson, A. Entezari, J.G. Fang, Q. Li, “Optimal placement of fixation system for scaffold-based mandibular reconstruction”, Journal of the Mechanical Behavior of Biomedical Materials, Volume 126, February 2022, 104855 https://doi.org/10.1016/j.jmbbm.2021.104855
• K.K. Zheng, N. Yoda, J. Chen, Z. Liao, J.X. Zhong, C. Wu, B. Wan, S. Koyama, K. Sasaki, C. Peck, M. Swain, Q. Li,  “Bone remodeling following mandibular reconstruction using fibula free flap” Journal of Biomechanics, Volume 133, March 2022, 110968 https://doi.org/10.1016/j.jbiomech.2022.110968
• Lesani, G. Singh, Z.F. Lu, M.Mirkhalaf, E.New, H. Zreiqat, “Two-photon ratiometric carbon dot-based probe for real-time intracellular pH monitoring in 3D environment”, Chemical Engineering Journal, Volume 433, Part 3, 1 April 2022, 133668 https://doi.org/10.1016/j.cej.2021.133668
• I. Roohani, Y.J.No, B. Zuo, SD.Xiang, Z.F. Lu, H.W. Liu, M. Plebanski, H. Zreiqat, “Low-Temperature Synthesis of Hollow β-Tricalcium Phosphate Particles for Bone Tissue Engineering Applications”, ACS Biomater. Sci. Eng.2022, 8, 5, 1806–1815 https://doi.org/10.1021/acsbiomaterials.1c01018
• M.Viray, B.V.Magill, H.Zreiqat, Y. Ramaswamy, “Stereolithographic Visible-Light Printing of Poly (l-glutamic acid) Hydrogel Scaffolds”, ACS Biomater. Sci. Eng.2022, 8, 3, 1115–1131 https://doi.org/10.1021/acsbiomaterials.1c01519
• Q.Pham, S. Gangadoo, Z.F.Lu, C.Berndt, E.T.Newson, H.Zreiqat, V.K.Truong, A.S.M.Ang, “Strontium-doped hardystonite plasma sprayed coatings with robust antimicrobial activity”, Materials Today Chemistry, Vol 24, June 2022, 100822 https://doi.org/10.1016/j.mtchem.2022.100822

2021

Publications from Centre Projects

• Pham D, Berndt C, Cizek J, Gbureck V, Zreiqat H, Lu Z,  Baghdadite coating formed by hybrid water-stabilized plasma spray for bioceramic applications: Mechanical and biological evaluations. Materials Science and Engineering: C, 2021, 122, 111873. https://doi.org/10.1016/j.msec.2021.111873
• X Fu, L Bi, A Kumar, M Fulham, J Kim. Multimodal Spatial Attention Module for Targeting Multimodal PET-CT Lung Tumor Segmentation.IEEE JBHI 2021, http://doi.org/1109/JBHI.2021.3059453
• C Wu, A Entezari, K Zheng, J Fang, H Zreiqat, G Steven, M Swain and Q Li, A machine learning-based multiscale model to predict bone formation in scaffolds, Nature computational Science, 1(8), 532-541 2021. DOI:10.1038/s43588-021-00115-x
• Lesani P , Lu Z, Singh G, Mursi M, Mirkhalaf M, New EJ, Zreiqat H, Influence of carbon dot synthetic parameters on photophysical and biological properties. Nanoscals, 13, 11138., 2021. DOI:10.1039/D1NR01389K
• C Wu, JG Fang, A Entezari, GY Sun, MV Swain, YN Xu, GP Steven, Q Li. A time-dependent mechanobiology-based topology optimization to enhance bone growth in tissue scaffolds. Journal of Biomechanics, 2021, 117, 110233. https://doi.org/10.1016/j.jbiomech.2021.110233
• L Bi, M. Fulham, N. Li, Q. Liu, S. Song, D. Feng, J. Kim, Recurrent Feature Fusion Learning for Multi-Modality PET-CT Tumor Segmentation, Computer Methods and Programs in Biomedicine, Volume 203,May 2021, 106043, https://doi.org/10.1016/j.cmpb.2021.106043
• Yige Peng, Lei Bi, Ashnil Kumar, Michael Fulham, Dagan Feng, and Jinman Kim, Predicting Distant Metastases in Soft-Tissue Sarcomas from PET-CT scans using Constrained Hierarchical Multi-Modality Feature Learning, Phys Med Biol 2021 Dec 7;66(24).DOI: 10.1088/1361-6560/ac3d17
• D. Truong, Y. Yang, C. Maher, L. Kuhlmann, A. McEwan, A. Nikpour, O. Kavehei, “Seizure Susceptibility Prediction in Uncontrolled Epilepsy,” Frontiers in Neuroinformatics, Front Neurol, 2021 Sep 13;12:721491. DOI: 10.3389/fneur.2021.721491
• Guo, L. Bi, Z. Zhu, D. Feng, R. Zhang, Q. Wang, J. Kim, Automatic Left Ventricular Cavity Segmentation via Deep Spatial Sequential Network in 4D Computed Tomography, Computerized Medical Imaging and Graphics (CMIG), Volume 91, July 2021, 101952, https://doi.org/10.1016/j.compmedimag.2021.101952
• No Y, Nguyen,T, Lu Z, Mirkhalaf M, Fei, F, Foley, F, Zreiqat H. Development of a bioactive and radiopaque bismuth doped baghdadite ceramic for bone tissue engineering. Bone, 153,Dec, 116147, 2021 https://doi.org/10.1016/j.bone.2021.116147
• Ramaswamy Y, Roohani I, No Y, Madafiglio G, Chang F, Zhang F, Lu Z, Zreiqat H. Nature-inspired topographies on hydroxyapatite surfaces regulate stem cells behaviour will be published in Bioactive Materials, Bioactive Materials, Volume 6, Issue 4, April 2021, Pages 1107-1117,  https://doi.org/10.1016/j.bioactmat.2020.10.001

2021

Other publications by Centre members

• Wu C, Fang JG, Zhou SW, Zhang ZP, Sun GY, Steven GP, Li Q, A path-dependent level set topology optimization with fracture criterion. Computers and Structures 249, 106515, 2021. https://doi.org/10.1016/j.compstruc.2021.106515
• Wu, L. Bi, M. Fulham, D. Feng, L. Zhou, J. Kim, Unsupervised Brain Tumor Segmentation using a Symmetric-driven Adversarial Network, Neurocomputing, Volume 455, 30 September 2021, Pages 242-254, https://doi.org/10.1016/j.neucom.2021.05.073
• Yuyu Guo, Lei Bi, Dongming Wei, Liyun Chen, Zhengbin Zhu, Dagan Feng, Ruiyan Zhang, Qian Wang, Jinman Kim, Unsupervised Landmark Detection Based Spatiotemporal Motion Estimation for 4D Dynamic Medical Images, IEEE Transactions on Cybernetics, 2021 (accepted).
• Mirkhalaf M, Goldsmith J, Ren J, Dao A, Newman P, Schindeler A, Woodruff M, Dunstan C, Zreiqat H. Highly substituted calcium silicates 3D printed with complex architectures to produce stiff, strong and bioactive scaffolds for bone regeneration, Applied Materialstoday, 25, 101230, 2021. https://doi.org/10.1016/j.apmt.2021.101230
• Mirkhalaf M*, Wang X, Entezari A, Dunstan CD, Jiang X*, and Zreiqat H. Redefining architectural effects in 3D printed scaffolds through rational design for optimal bone tissue regeneration. Applied Materialstoday, 25, 01168, 2021. https://doi.org/10.1016/j.apmt.2021.101168
• Mirkhalaf M, Dao A, Schindeler A, Little DG, Dunstan CR, and Zreiqat H, Personalized Baghdadite scaffolds: stereolithography, mechanics and in vivo testing, Acta Biomaterialia, 132, 217-226, 2021. https://doi.org/10.1016/j.actbio.2021.03.012
• Holzmeister, Weichhold J, Groll J, Zreiqat H, Gbureck U. Hydraulic reactivity and cement formation of baghdadite, Journal of the American Ceramic Society, 104(7), 3554-3561, 2021. https://doi.org/10.1111/jace.17727
• Nemec S, Lam J, Zhong JX, Heu C, Timpson P, Li Q, Youkhana J, Sharbeen G, Phillips PA, Kilian KA, Interfacial Curvature in Confined Coculture Directs Stromal Cell Activity with Spatial Corralling of Pancreatic Cancer Cells. Advanced Biology 6, 2000525, 2021. DOI: 10.1002/adbi.202000525
• Al-Zubaidi Y, Chen Y, Khalilur Rahman M, Umashankar B, Choucair H, Bourget K, Chung L, Qi Y, Witting PK, Anderson RL, O’Neill GM, Dunstan CR, Rawling T, Murray M. PTU, a novel ureido-fatty acid, inhibits MDA-MB-231 cell invasion and dissemination by modulating Wnt5a secretion and cytoskeletal signalling Biochem Pharmacol. 2021 Aug 10;192:114726.DOI: 10.1016/j.bcp.2021.114726
• Song X, Liu F, Qiu C, Coy E, Liu H, Aperador W, Lu Z et al. Nanosurfacing Ti alloy by weak alkalinity-activated solid-state dewetting (AAD) and its biointerfacial enhancement effect. Materials Horizons, 2021, 8,  912-924. DOI: 10.1039/d0mh01837f
• Zhou Y, Yang T, Namivandi-Zangeneh R, Boyer C, Liang K, Chandrawati R. Copper-doped metal–organic frameworks for the controlled generation of nitric oxide from endogenousS-nitrosothiols, Journal of Materials Chemistry B: 2021, 9, 1059. https://doi.org/1039/d0tb02709j.
• Kit-ying Chan, Ardeshir Baktash, Baris Demir, Edwin Mayes, Dan Yang, Duy Q. Pham, Keng-Te Lin, Adrian Mouritz, Andrew Ang, Bronwyn Fox, Bo Zhu, Han Lin, Baohua Jia, Kin-Tak Lau. Tailoring Mechanical and Electrical Properties of Graphene Oxide Film for Structural Dielectric Capacitors.Journal of Power Sources. 2021, 482, 229020.  https://doi.org/10.1016/j.jpowsour.2020.229020
• Guang-Yong Sun Sun, Keiichi Sasaki, Swain V Michael, Qing Li. On fatigue failure prediction of prosthetic devices through XFEM analysis. International Journal of Fatigue, 2021, 147, 106160.
• Yang E, Tran V, Barry T, McEwan A, Qian P, “Monitoring Tissue Temperature Using Antenna Return Loss Spectrum”, Heart, Lung and Circulation, Volume 30, Supplement 3, S257, Jan 01, 2021
• Wang, J. Lillia, M. Farhan, L. Bi, J. Kim, J. Burns, T. Cheng, “Digital mapping of a manual fabrication method for paediatric ankle–foot orthoses,” Scientific Reports, 2021 (accepted)

2020

• Q. Pham, C.C. Berndt, A.Sadeghpour, H. Zreiqat, and A.S.M. Ang. “Novel Bioceramic Coating for Applications of Orthopaedic Implants: Strontium-Hardystonite-Gahnite”. Materials Innovations in Surface Engineering 2020 (MISE 2020). Swinburne University in Melbourne, Australia, 10-12 February 2020, paper no. 90253.
• Q. Pham, S. Gangadoo, A. Elbourne, C.C. Berndt, J. Chapman, V.K. Truong and A.S.M. Ang. “Assessing the Antibacterial Performance of Thermal Spray Coatings for Orthopaedic Implants”. Materials Innovations in Surface Engineering 2020 (MISE 2020). Swinburne University in Melbourne, Australia, 10-12 February 2020, paper no. 90429.
• Conference proceeding from OARSI 2020: Li J.J., Little C. (2020). An in vitro study to investigate the effects of stem cell therapy for treating osteoarthritis. Osteoarthritis and Cartilage, 28: S503-S504. DOI: 10.1016/j.joca.2020.02.790
• Rona Chandrawati, International Conference on Nanoscience and Nanotechnology, Australia 2020 (keynote)
• Rona Chandrawati, World Biomaterials Congress, Online 2020
• Y Guo, L Bi, E Ahn, D Feng, Q Wang, and J Kim. A Spatiotemporal Volumetric Interpolation Network for 4D Dynamic Medical Image,” in IEEE Conference on Computer Vision and Pattern Recognition (CVPR), (accepted), 2020.
• Peng, L. Bi, M. Fulham, D. Feng and J. Kim, “Multi-Modality Information Fusion for Radiomics-based Neural Architecture Search,” in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), (Accepted) 2020.
• Li, L. Bi, J. Kim, T. Li, B. Sheng and D. Feng, “Malocclusion Treatment Planning via PointNet based Spatial Transformation Network,” in International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), (Accepted) 2020.
• Wu, L. Bi, M. Fulham, J. Kim, “Unsupervised Positron Emission Tomography Tumor Segmentation via GAN based Adversarial Auto-Encoder ,” in International Conference on Control, Automation, Robotics and Vision (ICARCV), (accepted), 2020.
• Cao, L. Bi, D. Feng, J. Kim, “Improving PET-CT Image Segmentation via Deep Multi-Modality Data Augmentation,” in MICCAI Machine Learning for Medical Image Reconstruction Workshop, (accepted), 2020.

2019

• Bi, D. Feng, M. Fulham, and J. Kim, “”Improving Skin Lesion Segmentation via Stacked Adversarial Learning,”” in International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), 2019.
• Peng, L. Bi, Y. Guo, D. Feng, M. Fulham, and J. Kim, “”Deep multi-modality collaborative learning for distant metastases predication in PET-CT soft-tissue sarcoma studies”” in Engineering in Medicine and Biology Conference (EMBC), 2019.
• JJ Li, CR Dunstan, A Entezari, Q Li, R Steck, S Saifzadeh, A Sadeghpour, J Field, A Akey, D Bell, M Vielreicher, O Friedrich, S Roohani-Esfahani, H Zreiqat. Bioceramic bone substitute for repairing large bone defects: A sheep study. Tissue Engineering & Regenerative Medicine International Society (TERMIS) – Asia Pacific Chapter and the 7th Asian Biomaterials Congress; 14–17 October 2019; Brisbane Convention & Exhibition Centre, Brisbane, QLD, Australia.
• JJ Li, C Little. Stem cell therapy for osteoarthritis – Does it work? Australian & New Zealand Orthopaedic Research Society (ANZORS) 25th Annual Scientific Meeting; 4–6 October 2019; The John Curtin School of Medical Research, Australian National University, Canberra, ACT, Australia.
• JJ Li, C Little. To treat or not to treat osteoarthritis with stem cell therapy. New Horizons 2019, 36th Combined Health Science Conference; 14–15 November 2019; University of Technology Sydney, Sydney, NSW, Australia
• L Bi, D Feng, M Fulham, J Kim. Improving Skin Lesion Segmentation via Stacked Adversarial Learning, International Symposium on Biomedical Imaging: From Nano to Macro (ISBI), 2019, http://doi.org/10.1109/ISBI.2019.8759479