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Publications

Books

Dong, X, Kedziora, DJ, Musial, K & Gabrys, B 2024, Automated Deep Learning: Neural Architecture Search Is Not the End, Now Publishers.
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Kedziora, DJ, Musial, K & Gabrys, B 2024, AutonoML: Towards an Integrated Framework for Autonomous Machine Learning, Now Publishers.
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Chapters

Choi, AH, Choi, G & Ben-Nissan, B 2024, 'Surface modification and its influence on osseointegration of implants' in Multiscale Cell-Biomaterials Interplay in Musculoskeletal Tissue Engineering and Regenerative Medicine, Elsevier, pp. 93-111.
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Sheng, H, Yu, X, Li, X & Golzan, M 2024, 'Context-Based Masking for Spontaneous Venous Pulsations Detection' in Lecture Notes in Computer Science, Springer Nature Singapore, pp. 520-532.
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Tran, HV, McGregor, C & Kennedy, PJ 2024, 'Detecting Stress from Multivariate Time Series Data Using Topological Data Analysis' in Lecture Notes in Computer Science, Springer Nature Singapore, pp. 341-353.
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Valls Miro, J 2024, 'Robots for Underground Pipe Condition Assessment', Wiley, pp. 221-242.
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Journal articles

Ambrosio, L, Vadalà, G, Tavakoli, J, Scaramuzzo, L, Brodano, GB, Lewis, SJ, Kato, S, Cho, SK, Yoon, ST, Kim, H-J, Gary, MF & Denaro, V 2024, 'Surgeon Preference Regarding Wound Dressing Management in Lumbar Fusion Surgery: An AO Spine Global Cross-Sectional Study', Neurospine, vol. 21, no. 1, pp. 204-211.
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Bahatheg, G, Kuppusamy, R, Yasir, M, Bridge, S, Mishra, SK, Cranfield, CG, StC. Black, D, Willcox, M & Kumar, N 2024, 'Dimeric peptoids as antibacterial agents', Bioorganic Chemistry, vol. 147, pp. 107334-107334.
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Banerjee, S, Huang, Z, Lyu, J, Leung, FHF, Lee, T, Yang, D, Zheng, Y, McAviney, J & Ling, SH 2024, 'Automatic Assessment of Ultrasound Curvature Angle for Scoliosis Detection Using 3-D Ultrasound Volume Projection Imaging', Ultrasound in Medicine & Biology, vol. 50, no. 5, pp. 647-660.
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Boyton, I, Valenzuela, SM, Collins-Praino, LE & Care, A 2024, 'Neuronanomedicine for Alzheimer’s and Parkinson’s disease: Current progress and a guide to improve clinical translation', Brain, Behavior, and Immunity, vol. 115, pp. 631-651.
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Burton, AL, O’Loughlin, I, Rogers, K & Newton-John, TRO 2024, 'Development and validation of the Pain-Induced Comfort Eating Scale in a chronic pain sample', Canadian Journal of Pain, vol. 8, no. 1.
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Daub, BD, McLean, BD, Heishman, AD, Peak, KM & Coutts, AJ 2024, 'The Relationship Between Mental Fatigue and Shooting Performance Over the Course of a National Collegiate Athletic Association Division I Basketball Season', Journal of Strength and Conditioning Research, vol. 38, no. 2, pp. 334-341.
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Dios, KD, Huynh, N, Tran, TS, Center, JR & Nguyen, TV 2024, 'Association between Fat Mass and Obesity-Related Transcript Polymorphisms and Osteoporosis Phenotypes', Journal of Bone Metabolism, vol. 31, no. 1, pp. 48-55.
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Dong, X, Kedziora, DJ, Musial, K & Gabrys, B 2024, 'Automated Deep Learning: Neural Architecture Search Is Not the End', Foundations and Trends® in Machine Learning, vol. 17, no. 5, pp. 767-920.
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Douville, C, Lahouel, K, Kuo, A, Grant, H, Avigdor, BE, Curtis, SD, Summers, M, Cohen, JD, Wang, Y, Mattox, A, Dudley, J, Dobbyn, L, Popoli, M, Ptak, J, Nehme, N, Silliman, N, Blair, C, Romans, K, Thoburn, C, Gizzi, J, Schoen, RE, Tie, J, Gibbs, P, Ho-Pham, LT, Tran, BNH, Tran, TS, Nguyen, TV, Goggins, M, Wolfgang, CL, Wang, T-L, Shih, I-M, Lennon, AM, Hruban, RH, Bettegowda, C, Kinzler, KW, Papadopoulos, N, Vogelstein, B & Tomasetti, C 2024, 'Machine learning to detect the SINEs of cancer', Science Translational Medicine, vol. 16, no. 731.
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Folder, N, Power, E, Rietdijk, R, Christensen, I, Togher, L & Parker, D 2024, 'The Effectiveness and Characteristics of Communication Partner Training Programs for Families of People With Dementia: A Systematic Review', The Gerontologist, vol. 64, no. 4, p. gnad095.
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Gillovic, B, McIntosh, A, Cockburn-Wootten, C & Darcy, S 2024, 'Intellectual disability and care during travel', Annals of Tourism Research, vol. 105, pp. 103694-103694.
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Goss, DM, Vasilescu, SA, Vasilescu, PA, Cooke, S, Kim, SHK, Sacks, GP, Gardner, DK & Warkiani, ME 2024, 'Evaluation of an artificial intelligence-facilitated sperm detection tool in azoospermic samples for use in ICSI', Reproductive BioMedicine Online, pp. 103910-103910.
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Grabowski, S, Darcy, S, Maxwell, H & Onyx, J 2024, 'Inclusive Practice and Comparative Social Impact of Disability Arts: A Qualitative and Abductive Approach', International Journal of Qualitative Methods, vol. 23.
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Gunawan, C, Fleming, C, Irga, PJ, Jien Wong, R, Amal, R, Torpy, FR, Mojtaba Golzan, S & McGrath, KC 2024, 'Neurodegenerative effects of air pollutant Particles: Biological mechanisms implicated for Early-Onset Alzheimer’s disease', Environment International, vol. 185, pp. 108512-108512.
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Guo, K, Cheng, A, Li, Y, Li, J, Duffield, R & Su, SW 2024, 'Cooperative Markov Decision Process model for human–machine co-adaptation in robot-assisted rehabilitation', Knowledge-Based Systems, vol. 291, pp. 111572-111572.
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He, LX, Deng, K, Wang, J, Zhang, X, Wang, L, Zhang, HP, Xie, M, Chen, ZH, Zhang, J, Chen-Yu Hsu, A, Zhang, L, Oliver, BG, Wark, PAB, Qin, L, Gao, P, Wan, HJ, Liu, D, Luo, FM, Li, WM, Wang, G & Gibson, PG 2024, 'Clinical Subtypes of Neutrophilic Asthma: A Cluster Analysis From Australasian Severe Asthma Network', The Journal of Allergy and Clinical Immunology: In Practice, vol. 12, no. 3, pp. 686-698.e8.
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Hemsley, B, Dann, S, Reddacliff, C, Smith, R, Given, F, Gay, V, Leong, TW, Josserand, E, Skellern, K, Bull, C, Palmer, S & Balandin, S 2024, 'Views on the usability, design, and future possibilities of a 3D food printer for people with dysphagia: outcomes of an immersive experience', Disability and Rehabilitation: Assistive Technology, vol. 19, no. 3, pp. 527-536.
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Hussain, MS, Altamimi, ASA, Afzal, M, almalki, WH, Kazmi, I, Alzarea, SI, Saleem, S, Prasher, P, Oliver, B, Singh, SK, MacLoughlin, R, Dua, K & Gupta, G 2024, 'From carcinogenesis to therapeutic avenues: lncRNAs and mTOR crosstalk in lung cancer', Pathology - Research and Practice, vol. 253, pp. 155015-155015.
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Iqbal, H, Zheng, J, Chai, R & Chandrasekaran, S 2024, 'Electric powered wheelchair control using user-independent classification methods based on surface electromyography signals', Medical & Biological Engineering & Computing, vol. 62, no. 1, pp. 167-182.
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Jessamine, V, Mehndiratta, S, De Rubis, G, Paudel, KR, Shetty, S, Suares, D, Chellappan, DK, Oliver, BG, Hansbro, PM & Dua, K 2024, 'The application of nanoparticles as advanced drug delivery systems in Attenuating COPD', Heliyon, vol. 10, no. 3, pp. e25393-e25393.
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Kedziora, DJ, Musial, K & Gabrys, B 2024, 'AutonoML: Towards an Integrated Framework for Autonomous Machine Learning', Foundations and Trends® in Machine Learning, vol. 17, no. 4, pp. 590-766.
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Kedziora, DJ, Nguyen, T-D, Musial, K & Gabrys, B 2024, 'On taking advantage of opportunistic meta-knowledge to reduce configuration spaces for automated machine learning', Expert Systems with Applications, vol. 239, pp. 122359-122359.
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Khuat, TT, Bassett, R, Otte, E, Grevis-James, A & Gabrys, B 2024, 'Applications of machine learning in antibody discovery, process development, manufacturing and formulation: Current trends, challenges, and opportunities', Computers & Chemical Engineering, vol. 182, pp. 108585-108585.
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Kokkinis, S, Singh, M, Paudel, KR, De Rubis, G, Bani Saeid, A, Jessamine, V, Datsyuk, J, Singh, SK, Vishwas, S, Adams, J, Hansbro, PM, Oliver, B, Gupta, G, Dureja, H & Dua, K 2024, 'Plant-based therapeutics for chronic obstructive pulmonary diseases: Nanoformulation strategies to overcome delivery challenges', Food Bioscience, vol. 58, pp. 103761-103761.
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Kourouche, S, Curtis, K, Considine, J, Fry, M, Mitchell, R, Shaban, RZ, Sivabalan, P & Bedford, D 2024, 'Does improved patient care lead to higher treatment costs? A multicentre cost evaluation of a blunt chest injury care bundle', Injury, vol. 55, no. 5, pp. 111393-111393.
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Kutson, CW, Russell, JL, Strack, D, Coutts, AJ & McLean, BD 2024, 'External Load Fluctuations Across an Amateur Athletic Union Basketball Season', Journal of Strength & Conditioning Research, vol. 38, no. 3, pp. 592-598.
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Liu, T, Zhang, W, Wang, L, Ueland, M, Forbes, SL, Zheng, WX & Su, SW 2024, 'Numerical Differentiation From Noisy Signals: A Kernel Regularization Method to Improve Transient-State Features for the Electronic Nose', IEEE Transactions on Systems, Man, and Cybernetics: Systems, pp. 1-15.
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Lobb, E, Maccallum, F, Phillips, JL, Agar, M, Hosie, A, Breen, LJ, Tieman, J, DiGiacomo, M, Luckett, T, Philip, J, Ivynian, S, Chang, S, Dadich, A, Harlum, J, Gilmore, I, Kinchin, I, Grossman, C & Glasgow, N 2024, 'The COVID-19 Pandemic: Bereavement Experiences Between Hospital and Home Deaths in Palliative Care', Journal of Pain and Symptom Management, vol. 67, no. 2, pp. 147-156.
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Maccallum, F, Breen, LJ, Phillips, JL, Agar, MR, Hosie, A, Tieman, J, DiGiacomo, M, Luckett, T, Philip, J, Ivynian, S, Chang, S, Dadich, A, Grossman, CH, Gilmore, I, Harlum, J, Kinchin, I, Glasgow, N & Lobb, EA 2024, 'The mental health of Australians bereaved during the first two years of the COVID-19 pandemic: a latent class analysis', Psychological Medicine, vol. 54, no. 7, pp. 1361-1372.
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Mahmodi, H, Poulton, CG, Leslie, MN, Oldham, G, Ong, HX, Langford, SJ & Kabakova, IV 2024, 'Principal component analysis in application to Brillouin microscopy data', Journal of Physics: Photonics, vol. 6, no. 2, pp. 025009-025009.
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Manandhar, B, Paudel, KR, Clarence, DD, De Rubis, G, Madheswaran, T, Panneerselvam, J, Zacconi, FC, Williams, KA, Pont, LG, Warkiani, ME, MacLoughlin, R, Oliver, BG, Gupta, G, Singh, SK, Chellappan, DK, Hansbro, PM & Dua, K 2024, 'Zerumbone-incorporated liquid crystalline nanoparticles inhibit proliferation and migration of non-small-cell lung cancer in vitro', Naunyn-Schmiedeberg's Archives of Pharmacology, vol. 397, no. 1, pp. 343-356.
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Mascio, R, Lynch, S, Phillips, JL, Hosie, A & Best, M 2024, 'Nurses’ models of spiritual care: A cross-sectional survey of American nurses', Palliative and Supportive Care, vol. 22, no. 2, pp. 314-324.
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Mehmood, A, Raja, MAZ, Jalili, M & Ling, SH 2024, 'Identification of fractional Hammerstein model for electrical stimulated muscle: An application of fuzzy-weighted differential evolution.', Biomed. Signal Process. Control., vol. 87, pp. 105545-105545.

Musial, J, Stebel, K, Czeczot, J, Nowak, P & Gabrys, B 2024, 'Application of self-improving Q-learning controller for a class of dynamical processes: Implementation aspects', Applied Soft Computing, vol. 152, pp. 111250-111250.
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Nguyen, HG, Nguyen, HT, Nguyen, LTT, Tran, TS, Ho-Pham, LT, Ling, SH & Nguyen, TV 2024, 'Development of a shape-based algorithm for identification of asymptomatic vertebral compression fractures: A proof-of-principle study', Osteoporosis and Sarcopenia, vol. 10, no. 1, pp. 22-27.
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Passarelli, N, Palomba, S, Kabakova, I & de Sterke, CM 2024, 'Rational design of an integrated directional coupler for wideband operation', Applied Optics, vol. 63, no. 14, pp. D28-D28.
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Paudel, KR, Clarence, DD, Panth, N, Manandhar, B, De Rubis, G, Devkota, HP, Gupta, G, Zacconi, FC, Williams, KA, Pont, LG, Singh, SK, Warkiani, ME, Adams, J, MacLoughlin, R, Oliver, BG, Chellappan, DK, Hansbro, PM & Dua, K 2024, 'Zerumbone liquid crystalline nanoparticles protect against oxidative stress, inflammation and senescence induced by cigarette smoke extract in vitro', Naunyn-Schmiedeberg's Archives of Pharmacology, vol. 397, no. 4, pp. 2465-2483.
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Pham, NHT, Joglekar, MV, Wong, WKM, Nassif, NT, Simpson, AM & Hardikar, AA 2024, 'Short-chain fatty acids and insulin sensitivity: a systematic review and meta-analysis', Nutrition Reviews, vol. 82, no. 2, pp. 193-209.
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Razavi Bazaz, S, Sayyah, A, Hazeri, AH, Salomon, R, Abouei Mehrizi, A & Ebrahimi Warkiani, M 2024, 'Micromixer research trend of active and passive designs', Chemical Engineering Science, vol. 293, pp. 120028-120028.
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Rennie, C, Sives, C, Boyton, I, Diaz, D, Gorrie, C, Vittorio, O, Collins‐Praino, L & Care, A 2024, 'In Vivo Behavior of Systemically Administered Encapsulin Protein Nanocages and Implications for their use in Targeted Drug Delivery', Advanced Therapeutics, vol. 7, no. 2.
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Rennie, C, Sives, C, Boyton, I, Diaz, D, Gorrie, C, Vittorio, O, Collins‐Praino, L & Care, A 2024, 'In Vivo Behavior of Systemically Administered Encapsulin Protein Nanocages and Implications for their use in Targeted Drug Delivery (Adv. Therap. 2/2024)', Advanced Therapeutics, vol. 7, no. 2.
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Roberts, MJ, Conduit, C, Davis, ID, Effeney, RM, Williams, S, Martin, JM, Hofman, MS, Hruby, G, Eapen, R, Gianacas, C, Papa, N, Lourenço, RDA, Dhillon, HM, Allen, R, Fontela, A, Kaur, B & Emmett, L 2024, 'The Dedicated Imaging Post‐Prostatectomy for Enhanced Radiotherapy outcomes (DIPPER) trial protocol: a multicentre, randomised trial of salvage radiotherapy versus surveillance for low‐risk biochemical recurrence after radical prostatectomy', BJU International, vol. 133, no. S3, pp. 39-47.
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Sadeghirad, H, Yaghoubi Naei, V, O’Byrne, K, Warkiani, ME & Kulasinghe, A 2024, 'In situ characterization of the tumor microenvironment', Current Opinion in Biotechnology, vol. 86, pp. 103083-103083.
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Safarkhani, M, Farasati Far, B, Lima, EC, Jafarzadeh, S, Makvandi, P, Varma, RS, Huh, Y, Ebrahimi Warkiani, M & Rabiee, N 2024, 'Integration of MXene and Microfluidics: A Perspective', ACS Biomaterials Science & Engineering, vol. 10, no. 2, pp. 657-676.
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Salib, A, Jayatilleke, N, Seneviratne, JA, Mayoh, C, De Preter, K, Speleman, F, Cheung, BB, Carter, DR & Marshall, GM 2024, 'MYCN and SNRPD3 cooperate to maintain a balance of alternative splicing events that drives neuroblastoma progression', Oncogene, vol. 43, no. 5, pp. 363-377.
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Skarding, J, Gabrys, B & Musial, K 2024, 'On the Effectiveness of Heterogeneous Ensembles Combining Graph Neural Networks and Heuristics for Dynamic Link Prediction', IEEE Transactions on Network Science and Engineering, pp. 1-19.
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Skarding, J, Hellmich, M, Gabrys, B & Musial, K 2024, 'Corrections to “A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link Prediction”', IEEE Access, vol. 12, pp. 6912-6913.
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Stylianou, N, Sebina, I, Matigian, N, Monkman, J, Doehler, H, Röhl, J, Allenby, M, Nam, A, Pan, L, Rockstroh, A, Sadeghirad, H, Chung, K, Sobanski, T, O'Byrne, K, Almeida, ACSF, Rebutini, PZ, Machado‐Souza, C, Stonoga, ETS, Warkiani, ME, Salomon, C, Short, K, McClements, L, de Noronha, L, Huang, R, Belz, GT, Souza‐Fonseca‐Guimaraes, F, Clifton, V & Kulasinghe, A 2024, 'Whole transcriptome profiling of placental pathobiology in SARS‐CoV‐2 pregnancies identifies placental dysfunction signatures', Clinical & Translational Immunology, vol. 13, no. 2.
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Tai, T-W, Chen, H-Y, Shih, C-A, Huang, C-F, McCloskey, E, Lee, J-K, Yeap, SS, Cheung, C-L, Charatcharoenwitthaya, N, Jaisamrarn, U, Kuptniratsaikul, V, Yang, R-S, Lin, S-Y, Taguchi, A, Mori, S, Li-Yu, J, Ang, SB, Chan, D-C, Chan, WS, Ng, H, Chen, J-F, Tu, S-T, Chuang, H-H, Chang, Y-F, Chen, F-P, Tsai, K-S, Ebeling, PR, Marin, F, Nistal Rodríguez, FJ, Shi, H, Hwang, KR, Kim, K-K, Chung, Y-S, Reid, IR, Chandran, M, Ferrari, S, Lewiecki, EM, Hew, FL, Ho-Pham, LT, Nguyen, TV, Nguyen, VH, Lekamwasam, S, Pandey, D, Bhadada, S, Chen, C-H, Hwang, J-S & Wu, C-H 2024, 'Asia-Pacific consensus on long-term and sequential therapy for osteoporosis', Osteoporosis and Sarcopenia, vol. 10, no. 1, pp. 3-10.
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Van Alboom, M, Baert, F, Bernardes, SF, Verhofstadt, L, Bracke, P, Jia, M, Musial, K, Gabrys, B & Goubert, L 2024, 'Examining the role of structural and functional social network characteristics in the context of chronic pain: An ego-centered network design', The Journal of Pain, pp. 104525-104525.
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van der Steen, JT, Nakanishi, M, Van den Block, L, Di Giulio, P, Gonella, S, in der Schmitten, J, Sudore, RL, Harrison Dening, K, Parker, D, Mimica, N, Holmerova, I, Larkin, P, Martins Pereira, S, Rietjens, JAC & Korfage, IJ 2024, 'Consensus definition of advance care planning in dementia: A 33‐country Delphi study', Alzheimer's & Dementia, vol. 20, no. 2, pp. 1309-1320.
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Villarosa, AR, Agar, M, Kong, A, Sousa, MS, Harlum, J, Parker, D, Srinivas, R, Wiltshire, J & George, A 2024, 'The perceptions of palliative care medical practitioners towards oral health: A descriptive qualitative study', Palliative Medicine, vol. 38, no. 3, pp. 310-319.
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White, S, Turbitt, E, Rogers, K, Tucker, K, McEwen, A, Best, M, Phillips, JL & Jacobs, C 2024, 'A survey of genetic and palliative care health professionals’ views of integrating genetics into palliative care', European Journal of Human Genetics, vol. 32, no. 1, pp. 109-116.
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Reports

Tsihlis, E, Woods, M, Ries, N, Somes, T, Parker, D, Debono, D, Carnemolla, P & Schofield-Georgeson, E University of Technology Sydney 2024, A New Aged Care Act: A Submission on the Aged Care Bill 2023 Exposure Draft and Consultation Paper No. 2, Sydney, Australia.

Other

Aung, HW, Li, JJ, An, Y & Su, SW 2024, 'EEG_GLT-Net: Optimising EEG Graphs for Real-time Motor Imagery Signals Classification'.

Catterns, A, Darcy, S, Methcalf, W & Ring, A 2024, 'Ageism in the travel industry', ABC Radio National.
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He, F, Mahmud, MAP, Kouzani, AZ, Anwar, A, Jiang, F & Ling, SH 2024, 'An Improved SLIC Algorithm for Segmentation of Microscopic Cell Images', Authorea, Inc..
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Kwan, B 2024, 'New study finds improved quality of life linked to physical activity for disability population', SBS News.
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Mahmodi, H, Poulton, CG, Lesley, MN, Oldham, G, Ong, HX, Langford, SJ & Kabakova, IV 2024, 'Principal Component Analysis in Application to Brillouin Microscopy Data'.

Ping, P, Su, S, Cai, X, Lan, T, Zhang, X, Peng, H, Pan, Y, Liu, W & Li, J 2024, 'Turn ‘noise’ to signal: accurately rectify millions of erroneous short reads through graph learning on edit distances', Cold Spring Harbor Laboratory.
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Sharp, T, Slattery, K, Coutts, AJ, Gogh, MV, Ralph, L & Wallace, L 2024, 'Solving the High-Intensity Multimodal Training Prescription Puzzle: A Systematic Mapping Review.', Research Square Platform LLC.
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