Australian Institute of Health Innovation

Research output

Research output per year 1985 2018 2019 2020 2021 2022 2023 2024 2025

• 1691 Article
• 301 Review article
• 175 Chapter
• 172 Abstract
• 819 More
  • 147 Conference proceeding contribution
  • 114 Poster
  • 81 Commissioned report
  • 79 Other report
  • 75 Meeting abstract
  • 47 Comment/opinion
  • 45 Letter
  • 38 Editorial
  • 29 Paper
  • 23 Conference abstract
  • 20 Edited Book/Anthology
  • 20 Website contribution
  • 20 Preprint
  • 18 Other
  • 16 Other contribution
  • 14 Conference paper
  • 11 Foreword/postscript/introduction
  • 6 Book
  • 3 Short survey
  • 3 Doctoral Thesis
  • 3 Master (Research) Thesis
  • 2 Book/Film/Article/Exhibition review
  • 1 Entry for encyclopedia/dictionary/reference book
  • 1 Textbook contribution
  • 1 Other journal contribution
  • 1 Web publication/site
  • 1 Working paper

Research output per year

Research output per year

Search results

• 2024

  AI in neuro-oncology: predicting EGFR amplification in glioblastoma from Whole Slide Images using Weakly Supervised Deep Learning

  Danaei Mehr, H., Noorani, I., Rana, P., Di Ieva, A. & Liu, S., 2024, Artificial Intelligence in Medicine: 22nd International Conference, AIME 2024 Proceedings, Part II. Finkelstein, J., Moskovitch, R. & Parimbelli, E. (eds.). Switzerland: Springer, Springer Nature, p. 21-29 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14845 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

• A multi-information dual-layer cross-attention model for esophageal fistula prognosis

  Zhang, J., Xiong, H., Jin, Q., Feng, T., Ma, J., Xuan, P., Cheng, P., Ning, Z., Ning, Z., Li, C., Wang, L. & Cui, H., 2024, Medical Image Computing and Computer Assisted Intervention – MICCAI 2024: 27th International Conference, Proceedings, Part V. Linguraru, M. G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K. & Schnabel, J. A. (eds.). Switzerland: Springer, Springer Nature, p. 25-35 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15005 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

• A real-time dashboard approach to decision support: an exercise in co-design

  Li, J., Scowen, C., Loten, C., Eigenstetter, A., Thomas, J., Prgomet, M., Baysari, M. & Georgiou, A., 22 Aug 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems: Proceedings of MIE 2024 . Mantas, J., Hasman, A., Demiris, G., Saranto, K., Marschollek, M., Arvanitis, T. N., Ognjanović, I., Benis, A., Gallos, P., Zoulias, E. & Andrikopoulou, E. (eds.). Amsterdam: IOS Press, p. 137-141 5 p. (Studies in Health Technology and Informatics; vol. 316).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File
  42 Downloads (Pure)

• Assessing the safety of a new clinical decision support system for a national helpline

  Luckraj, N., Strazzari, R., Coiera, E. & Magrabi, F., 25 Jan 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 514-518 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Clinical Decision Support Systems 100%
  • Decision support systems 78%
  • Safety 44%
  • Testing 9%
  • Triage 6%
  116 Downloads (Pure)

• A temporospatial analysis of activity patterns for fall risk assessment in older adults with comorbid type 2 diabetes

  Afzal, N., Nguyen, A. & Lau, A. Y. S., 24 Sept 2024, Health. Innovation. Community: It starts with us: Papers from the 28th Australian Digital Health and Health Informatics Conference (HIC 2024). Bichel-Findlay, J. (ed.). Amsterdam: IOS Press, p. 178-179 2 p. (Studies in Health Technology and Informatics; vol. 318).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File
  7 Downloads (Pure)

• Automated extraction of physical examination interactions in general practice consultations: a multi-modal using images and text base approaches

  Waheed, M., Xiong, H. & Lau, A. Y. S., 24 Sept 2024, Health. Innovation. Community: It starts with us: Papers from the 28th Australian Digital Health and Health Informatics Conference (HIC 2024). Bichel-Findlay, J. (ed.). Amsterdam: IOS Press, p. 190-191 2 p. (Studies in Health Technology and Informatics; vol. 318).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File
  6 Downloads (Pure)

• Automating the identification of safety events involving machine learning-enabled medical devices

  Wang, Y., Lyell, D., Coiera, E. & Magrabi, F., 25 Jan 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 604-608 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Biomedical equipment 95%
  • Machine learning 64%
  • Classifiers 62%
  • Equipment and Supplies 52%
  38 Downloads (Pure)

• AuxSegCount: auxiliary seg-Attention based network for wheat ears counting in field conditions

  Zhang, J., Xiong, H., Zang, H., Zhou, M., Liu, D., Liu, Z. & Shen, H., 2024, 2024 IEEE International Conference on Multimedia and Expo, ICME 2024. Canada: Institute of Electrical and Electronics Engineers (IEEE), 6 p. (Proceedings - IEEE International Conference on Multimedia and Expo).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

• A work-sampling approach for assessing adequate availability of computers on hospital wards

  Prgomet, M. & Westbrook, J., 22 Aug 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems: Proceedings of MIE 2024 . Mantas, J., Hasman, A., Demiris, G., Saranto, K., Marschollek, M., Arvanitis, T. N., Ognjanović, I., Benis, A., Gallos, P., Zoulias, E. & Andrikopoulou, E. (eds.). Amsterdam: IOS Press, p. 1135-1139 5 p. (Studies in Health Technology and Informatics; vol. 316).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File
  30 Downloads (Pure)

• Blood culture ordering after sepsis alerts and subsequent patient outcomes: an electronic health record-based study

  Li, L., Rathnayake, K., Walter, S., Fullick, M., Shetty, A., Hudson, P., Lander, H. & Westbrook, J. I., 25 Jan 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 314-318 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Blood Culture 100%
  • Electronic Health Records 99%
  • Blood 89%
  • Sepsis 78%
  • Health 71%
  62 Downloads (Pure)

• Built environment design knowledge framework supportive of resilient healthcare

  Ransolin, N., Saurin, T. A., Formoso, C. T., Clay-Williams, R. & Rapport, F., Jun 2024, Proceedings of the 32nd Annual Conference of the International Group for Lean Construction (IGLC32). Costa, D. B., Drevland, F. & Florez-Perez, L. (eds.). Auckland: International Group for Lean Construction (IGLC), p. 60-71 12 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • Environment Design 100%
  • Built Environment 86%
  • Delivery of Health Care 37%
  • Workflow 26%
  • Health Services 21%

• Cross-modality synthesis of T1c MRI from non-contrast images using GANs: implications for brain tumor research

  Tabassum, M., Rana, P., Suero Molina, E., Di Ieva, A. & Liu, S., 2024, Artificial Intelligence in Medicine: 22nd International Conference, AIME 2024 Proceedings, Part II. Finkelstein, J., Moskovitch, R. & Parimbelli, E. (eds.). Switzerland: Springer, Springer Nature, p. 60-69 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14845 LNAI).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

• Deep fusion of shifted MLP and CNN for medical image segmentation

  Yuan, C., Xiong, H., Shangguan, G., Shen, H., Liu, D., Zhang, H., Liu, Z., Qian, K., Hu, B., Schuller, B. W., Yamamoto, Y. & Berkovsky, S., 2024, 2024 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2024: Proceedings. Korea: Institute of Electrical and Electronics Engineers (IEEE), p. 1676-1680 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review
  1 Citation (Scopus)

• Designing an informatics infrastructure for a National Aged Care Medication Roundtable

  Westbrook, J. I., Seaman, K., Wabe, N., Raban, M. Z., Urwin, R., Badgery-Parker, T., Mecardo, C., Mumford, V., Nguyen, A. D., Root, J., Balmer, S., Waugh, K., Pinto, S., Burge, B., Aldeguer, E., Dunstan, T., Jorgensen, M., Gray, L., Bucknall, T., Etherton-Beer, C., & 5 othersNewell, B., Caughey, G., Beattie, E., Xenos, K. & Cumming, A., 25 Jan 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 404-408 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Medication Systems 100%
  • Informatics 83%
  • Benchmarking 71%
  • Quality of Life 42%
  • Health 32%
  3 Citations (Scopus)

  50 Downloads (Pure)

• Fast and efficient brain extraction with recursive MLP based 3D UNet

  Shangguan, G., Xiong, H., Liu, D. & Shen, H., 2024, Neural Information Processing: 30th International Conference, ICONIP 2023, Proceedings, Part III. Luo, B., Cheng, L., Wu, Z-G., Li, H. & Li, C. (eds.). Singapore: Springer, Springer Nature, p. 578-588 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 14449 LNCS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

• Fast online adaptation of visual SLAM via Variational Information Transfer and Preservation

  Xu, S., Xiong, H., Wu, Q., Wang, Z., Berkovsky, S. & Wang, Z., 5 Dec 2024, Proceedings of the 6th ACM International Conference on Multimedia in Asia. New York, NY: Association for Computing Machinery (ACM), p. 1-7 7 p. 51

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

• How well do AI-enabled decision support systems perform in clinical settings?

  Susanto, A. P., Lyell, D., Widyantoro, B., Berkovsky, S. & Magrabi, F., 25 Jan 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 279-283 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Machine Learning 100%
  • Clinical Decision Support Systems 96%
  • Decision support systems 90%
  • Machine learning 64%
  • Bibliographic Databases 20%
  59 Downloads (Pure)

• Meta-transfer learning for few-shot meningioma segmentation

  Yan, S., Liu, S., Di Ieva, A., Pagnucco, M. & Song, Y., 2024, IEEE International Symposium on Biomedical Imaging, ISBI 2024: Conference Proceedings. Athens: Institute of Electrical and Electronics Engineers (IEEE), 4 p. (Proceedings - International Symposium on Biomedical Imaging).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

• Proponents as the means to increase the uptake of recommendations

  Matsushima, R., Hijikata, Y. & Berkovsky, S., 22 Jun 2024, UMAP 2024 - Proceedings of the 32nd ACM Conference on User Modeling, Adaptation and Personalization. USA: Association for Computing Machinery, Inc, p. 255-260 6 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

• Stepped-wedge cluster RCT to assess the effects of an electronic medication system on medication administration errors

  Westbrook, J. I., Li, L., Woods, A., Badgery-Parker, T., Mumford, V. & Raban, M. Z., 25 Jan 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 329-333 5 p. ( Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Medication Systems 100%
  • Medication Errors 83%
  • Odds Ratio 25%
  • Pediatrics 19%
  • Pediatric Hospitals 15%
  85 Downloads (Pure)

• The Health Innovation Series: translating research evidence into practice

  Raban, M. Z., Merchant, A., Clay, C., Fitzpatrick, E. & Westbrook, J. I., 25 Jan 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 339-343 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Translating 100%
  • Medication Systems 94%
  • Electronic mail 68%
  • Health 45%
  • Managers 26%
  37 Downloads (Pure)

• The impact and usability of the eRIC system in the ICU: a qualitative study

  Li, J., Hardie, R-A., Dahm, M. R. & Georgiou, A., 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 1096-1100 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Intensive care units 100%
  • Critical Care 66%
  • Intensive Care Units 62%
  • Information Systems 49%
  • Information systems 36%
  70 Downloads (Pure)

• Understanding workflow nuances that affect the use of a laboratory test ordering support tool

  Li, J., Scowen, C., Loten, C., Saffi Franco, G., Eigenstetter, A., Thomas, J., Prgomet, M., Baysari, M. T. & Georgiou, A., 24 Sept 2024, Health. Innovation. Community: It starts with us: Papers from the 28th Australian Digital Health and Health Informatics Conference (HIC 2024). Bichel-Findlay, J. (ed.). Amsterdam: IOS Press, p. 96-101 6 p. (Studies in Health Technology and Informatics; vol. 318).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File
  6 Downloads (Pure)

• Using clinical simulation to evaluate AI-enabled decision support

  Lyell, D., Lustig, A., Denyer, K., Vedantam, S. & Magrabi, F., 25 Jan 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 299-303 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Clinical Decision Support Systems 100%
  • Clinical Studies 17%
  • Health Care Outcome Assessment 16%
  46 Downloads (Pure)

• Utilising mobile health apps: a comparison of GP perceptions across Australia and Germany

  Schroeder, T., Nguyen, A. D., Seaman, K., Gewald, H. & Georgiou, A., 25 Jan 2024, MEDINFO 2023 - The future is accessible: Proceedings of the 19th World Congress on Medical and Health Informatics. Bichel-Findlay, J., Otero, P., Scott, P. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 424-428 5 p. (Studies in Health Technology and Informatics; vol. 310).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Mobile Applications 100%
  • mHealth 98%
  • Telemedicine 84%
  • Application programs 68%
  • Germany 68%
  51 Downloads (Pure)

• Video consultations and environmental sustainability: usability's impact on long-term use

  Muli, I., Cajander, Å., Rahimi Ardabili, H., Taloyan, M. & Hägglund, M., 22 Aug 2024, Digital Health and Informatics Innovations for Sustainable Health Care Systems: Proceedings of MIE 2024 . Mantas, J., Hasman, A., Demiris, G., Saranto, K., Marschollek, M., Arvanitis, T. N., Ognjanović, I., Benis, A., Gallos, P., Zoulias, E. & Andrikopoulou, E. (eds.). Amsterdam: IOS Press, p. 291-295 5 p. (Studies in Health Technology and Informatics; vol. 316).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File
  1 Citation (Scopus)

  24 Downloads (Pure)
• 2023

  A Deep Learning Framework for skull stripping in brain MRI

  Tabassum, M., Suman, A. A., Russo, C., Di Ieva, A. & Liu, S., 1 Jul 2023, IEEE EMBC 2023. Sydney: Institute of Electrical and Electronics Engineers (IEEE), p. 1-4 4 p. (Ieee Engineering In Medicine And Biology Society Conference Proceedings).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  • Deep Learning 100%
  • Skull 71%
  • Datasets 35%
  • Brain 35%
  • Neurofeedback 26%
  2 Citations (Scopus)

• Classification of Long COVID from general practitioner diagnosis text

  Kamalakkannan, A., Sezgin, G., McLeod, A., Pearce, C., Georgiou, A., Prgomet, M. & Weeding, S., 22 Jun 2023, Context Sensitive Health Informatics and the Pandemic Boost: All Systems Go!. Bamgboje-Ayodele, A., Prgomet, M., Kuziemsky, C. E., Elkin, P. & Nøhr, C. (eds.). Amsterdam: IOS Press, p. 124-125 2 p. (Studies in Health Technology and Informatics; vol. 304).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • General Practitioners 100%
  • Risk Management 59%
  1 Citation (Scopus)

  43 Downloads (Pure)

• Denoising cough sound recordings using neural networks

  Jose, L., Berkovsky, S., Xiong, H., Mascolo, C. & Sharan, R. V., 11 Dec 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Conference (EMBC): Proceedings. USA: Institute of Electrical and Electronics Engineers (IEEE), 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • Sound recording 100%
  • Cough 60%
  • Acoustic waves 49%
  • Neural networks 38%
  • Signal processing 20%
  2 Citations (Scopus)

• Detecting childhood pneumonia using handcrafted and deep learning cough sound features and multilayer perceptron

  Sharan, R. V., Qian, K. & Yamamoto, Y., Jul 2023, 2023 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference (EMBC): Proceedings. USA: Institute of Electrical and Electronics Engineers (IEEE), 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • Deep Learning 100%
  • Computer Neural Networks 94%
  • Pulmonary diseases 78%
  • Multilayer neural networks 74%
  • Cough 69%
  3 Citations (Scopus)

• Domain-specific pre-training improves confidence in whole slide image classification

  Rohit Chitnis, S., Liu, S., Dash, T., Verlekar, T., Di Ieva, A., Berkovsky, S., Vig, L. & Srinivasan, A., 26 Jul 2023, IEEE EMBC 2023. Sydney: Institute of Electrical and Electronics Engineers (IEEE), Vol. 2023. p. 1-4 4 p. (Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  • Image classification 100%
  • Glioma 87%
  • Learning 69%
  • Deep Learning 43%
  • Pathology 39%

• Engaging stakeholders in a substantive and transparent way when implementing ethics in medical AI: a qualitative study

  Goirand, M., Austin, E. & Clay-Williams, R., 22 Jun 2023, Context sensitive health informatics and the pandemic boost: All systems go!. Bamgboje-Ayodele, A., Prgomet, M., Kuziemsky, C., Elkin, P. & Nohr, C. (eds.). Amsterdam: IOS Press, p. 101-102 2 p. (Studies in Health Technology and Informatics; vol. 304).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Medical Ethics 100%
  • Ethical aspects 94%
  • Ethics 74%
  • Stakeholder Participation 54%
  • Systems Analysis 41%
  42 Downloads (Pure)

• Identifying diagnostic stewardship mechanisms in the electronic test result management process: preliminary findings from a scoping review

  Li, J., Prgomet, M., Baysari, M. & Georgiou, A., 22 Jun 2023, Context sensitive health informatics and the pandemic boost: All systems go!. Bamgboje-Ayodele, A., Prgomet, M., Kuziemsky, C., Elkin, P. & Nohr, C. (eds.). Amsterdam: IOS Press, p. 72-73 2 p. (Studies in Health Technology and Informatics; vol. 304).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Health 100%
  • Posters 88%
  • Routine Diagnostic Tests 64%
  • Decision Making 56%
  • Decision making 49%
  46 Downloads (Pure)

• Implementing natural image quality evaluator for performance indicator on noise artefacts recovery in CT scan

  Gunawan, R., Tran, Y., Zheng, J., Nguyen, H. & Chai, R., 2023, EMBC 2023: 45th Annual International Conference of the IEEE Engineering in Medicine and Biology Conference: proceedings. Piscataway, NJ: Institute of Electrical and Electronics Engineers (IEEE), p. 1-4 4 p. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • Computerized tomography 100%
  • Artifacts 78%
  • Image quality 75%
  • Noise 74%
  • Signal-To-Noise Ratio 62%

• Online visual SLAM adaptation against catastrophic forgetting with cycle-consistent contrastive learning

  Xu, S., Xiong, H., Xu, Q., Yao, T., Wang, Z. & Wang, Z., 29 May 2023, 2023 IEEE International Conference on Robotics and Automation (ICRA). London: Institute of Electrical and Electronics Engineers (IEEE), p. 6196-6202 7 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • Deep learning 100%
  • Tuning 87%
  • Navigation 85%
  • Cameras 79%
  • Degradation 78%
  1 Citation (Scopus)

• Proceedings of the 28th International Conference on Intelligent User Interfaces: IUI 2023

  Chen, F., Billinghurst, M., Zhou, M. & Berkovsky, S., 27 Mar 2023, Proceedings of the 28th International Conference on Intelligent User Interfaces: IUI 2023. New York: Association for Computing Machinery

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • Domestic appliances 100%
  • Medical problems 92%
  • Decision support systems 86%
  • Recommender systems 83%
  • User interfaces 73%

• Speech emotion recognition using gammatone cepstral coefficients and deep learning features

  Sharan, R. V., 2023, Proceedings of the 2023 IEEE International Conference on Machine Learning and Applied Network Technologies: ICMLANT 2023. Cardona, M. & Solanki, V. K. (eds.). El Salvador: Institute of Electrical and Electronics Engineers (IEEE), 4 p. ( IEEE International Conference on Machine Learning and Applied Network Technologies).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • Speech recognition 100%
  • Deep learning 95%
  • Analysis of variance (ANOVA) 36%
  • Multilayer neural networks 36%
  • Human computer interaction 35%
  1 Citation (Scopus)

• Telehealth uptake and impact on care activities in Australian general practice during the COVID-19 pandemic

  Prgomet, M., Hardie, R-A., Sezgin, G., Thomas, J., Pearce, C., McGuire, P., Weeding, S., McLeod, A. & Georgiou, A., 20 Oct 2023, Telehealth ecosystems in practice: Proceedings of the EFMI Special Topic Conference 2023. Giacomini, M., Stoicu-Tivadar, L., Balestra, G., Benis, A., Bonacina, S., Bottrighi, A., Deserno, T. M., Gallos, P., Lhotska, L., Marceglia, S., Pazos Sierra, A. C., Rosati, S. & Sacchi, L. (eds.). Amsterdam: IOS Press, p. 257-261 5 p. (Studies in Health Technology and Informatics; vol. 309).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Telemedicine 100%
  • Pandemics 96%
  • General Practice 88%
  • Workflow 19%
  • Patient Care 13%
  1 Citation (Scopus)

  63 Downloads (Pure)

• TPMIL: Trainable Prototype enhanced Multiple Instance Learning for whole slide image classification

  Yang, L., Mehta, D., Liu, S., Mahapatra, D., Di Ieva, A. & Ge, Z., 2023, Medical Imaging with Deep Learning 2023: PMLR volume 227. Oguz, I., Noble, J., Li, X., Styner, M., Baumgartner, C., Rusu, M., Heimann, T., Kontos, D., Landman, B. & Dawant, B. (eds.). United States: ML Research Press, p. 1655-1665 11 p. (Proceedings of Machine Learning Research; vol. 227).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Image Classification 100%
  • Prototype 67%
  • Image classification 65%
  • Learning 55%
  • Patch 43%
  2 Citations (Scopus)

  84 Downloads (Pure)

• Trace recovery: attacking and defending the user privacy in smart meter data analytics

  Sheikh, N. U., Lu, Z., Asghar, H. J. & Kaafar, M. A., 2023, E-Business and Telecommunications: 18th International Conference, ICETE 2021, virtual event, July 6–9, 2021, revised selected papers. Samarati, P., van Sinderen, M., Vimercati, S. D. C. D. & Wijnhoven, F. (eds.). Cham: Springer, Springer Nature, p. 305-333 29 p. (Communications in Computer and Information Science; vol. 1795).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • Privacy 100%
  • Data Analytics 85%
  • Energy Consumption 79%
  • Recovery 76%
  • Trace 62%
• 2022

  Adaptive unified contrastive learning for imbalanced classification

  Cong, C., Yang, Y., Liu, S., Pagnucco, M., Di Ieva, A., Berkovsky, S. & Song, Y., 2022, Machine Learning in Medical Imaging: 13th International Workshop, MLMI 2022, Held in Conjunction with MICCAI 2022, Proceedings. Lian, C., Cao, X., Rekik, I., Xu, X. & Cui, Z. (eds.). Cham, Switzerland: Springer, Springer Nature, p. 348-357 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13583).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • Learning 100%
  • Classifier 82%
  • Classifiers 77%
  • Medical Image 53%
  • Data storage equipment 33%
  7 Citations (Scopus)

• Detecting cough recordings in crowdsourced data using CNN-RNN

  Sharan, R. V., Xiong, H. & Berkovsky, S., 4 Nov 2022, 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI). Greece: Institute of Electrical and Electronics Engineers (IEEE), 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • cough 100%
  • Audio recordings 44%
  • recording 44%
  • Acoustic waves 44%
  • Recurrent Neural Networks 20%
  4 Citations (Scopus)

• Effectiveness of serious games for language processing amongst elderly population with cognitive impairment: a systematic review and meta-analysis

  Abd-Alrazaq, A., Hassan, A., Abuelezz, I., Khalifa, M., Ahmed, A., Aldardour, A., Al-Jafar, E., Alam, T., Shah, Z. & Househ, M., 29 Jun 2022, Advances in Informatics, Management and Technology in Healthcare. Mantas, J., Gallos, P., Zoulias, E., Hasman, A., Househ, M. S., Diomidous, M., Liaskos, J. & Charalampidou, M. (eds.). Amsterdam: IOS Press, p. 108-111 4 p. (Studies in Health Technology and Informatics; vol. 295).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Serious games 100%
  • Cognitive Dysfunction 64%
  • Language 62%
  • Meta-Analysis 58%
  • Systematic Reviews 58%
  2 Citations (Scopus)

  45 Downloads (Pure)

• Effectiveness of serious games for visuospatial abilities in elderly population with cognitive impairment: a systematic review and meta-analysis

  Abd-Alrazaq, A., Abuelezz, I., Hassan, A., Khalifa, M., Ahmed, A., Aldardour, A., Al-Jafar, E., Alam, T., Shah, Z. & Househ, M., 29 Jun 2022, Advances in Informatics, Management and Technology in Healthcare. Mantas, J., Gallos, P., Zoulias, E., Hasman, A., Househ, M. S., Diomidous, M., Liaskos, J. & Charalampidou, M. (eds.). Amsterdam: IOS Press, p. 112-115 4 p. (Studies in Health Technology and Informatics; vol. 295).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Serious games 100%
  • Cognitive Dysfunction 64%
  • Meta-Analysis 58%
  • Systematic Reviews 58%
  • Aptitude 53%
  4 Citations (Scopus)

  93 Downloads (Pure)

• Experience does not protect against missed incidental findings in radiology

  Williams, L. H., Mills, M., Carrigan, A., Rich, A. N. & Drew, T., 4 Apr 2022, Medical Imaging 2022: image perception, observer performance, and technology assessment. Mello-Thoms, C. R. & Taylor-Phillips, S. (eds.). Bellingham, Washington: SPIE, p. 120350T-2-120350T-15 15 p. 120350T. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 23, no. 51).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • radiology 100%
  • Radiology 97%
  • Liver 92%
  • Incidental Findings 91%
  • abnormalities 80%
  1 Citation (Scopus)

• Few-shot fine-tuning SOTA summarization models for medical dialogues

  Fraile Navarro, D., Dras, M. & Berkovsky, S., Jul 2022, The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Proceedings of the Student Research Workshop. Stroudsburg, PA, USA: Association for Computational Linguistics (ACL), p. 254-266 13 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Tuning 100%
  9 Citations (Scopus)

  115 Downloads (Pure)

• Fixing the plane while flying: formative evaluation feedback loops (FEFLs) to orchestrate revolutionary and evolutionary change in dynamic, complex healthcare systems

  Braithwaite, J., Churruca, K., Ellis, L. A., Long, J. C., Sarkies, M., Zurynski, Y. & Clay-Williams, R., 27 May 2022, (Accepted/In press) Organisational Behaviour in Health Care (OBHC) conference.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

• Health workforce planning in Australia: evolution or devolution?

  Zurynski, Y., Dammery, G., Smith, C. & Braithwaite, J., 7 Jun 2022, (Accepted/In press) Organisational Behaviour in Health Care (OBHC) conference.

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

• Imbalanced histopathology image classification using deep feature graph attention network

  Cong, C., Yang, Y., Liu, S., Pagnucco, M. & Song, Y., 28 Mar 2022, IEEE ISBI 2022 Proceedings: 2022 IEEE International Symposium on Biomedical Imaging. Kolkata: Institute of Electrical and Electronics Engineers (IEEE), p. 1-4 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2022-March).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  • Image classification 100%
  • Tumors 96%
  • Deep learning 83%
  • Experiments 33%
  • Deep Learning 32%
  4 Citations (Scopus)

• Just talk to me: a qualitative study of patient satisfaction in emergency departments

  Haug, M., Dahm, M., Gewald, H. & Georgiou, A., 6 Jun 2022, MEDINFO 2021: One world, one health - Global Partnership for Digital Innovation - Proceedings of the 18th World Congress on Medical and Health Informatics. Otero, P., Scott, P., Martin, S. Z. & Huesing, E. (eds.). Amsterdam: IOS Press, p. 385-389 5 p. (Studies in Health Technology and Informatics; vol. 290).

  Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding contribution › peer-review

  Open Access

  File

  • Patient Satisfaction 100%
  • Hospital Emergency Service 85%
  • Communication 53%
  • Health 38%
  • Health Literacy 26%
  1 Citation (Scopus)

  161 Downloads (Pure)