| A Robust Volumetric Transformer for Accurate 3D Tumor Segmentation H Peiris, M Hayat, Z Chen, G Egan, M Harandi Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 …, 2022 | 398* | 2022 |
| Uncertainty-guided dual-views for semi-supervised volumetric medical image segmentation H Peiris, M Hayat, Z Chen, G Egan, M Harandi Nature Machine Intelligence 5 (7), 724-738, 2023 | 140 | 2023 |
| Duo-SegNet: adversarial dual-views for semi-supervised medical image segmentation H Peiris, Z Chen, G Egan, M Harandi International Conference on Medical Image Computing and Computer-Assisted …, 2021 | 90 | 2021 |
| Reciprocal adversarial learning for brain tumor segmentation: a solution to BraTS challenge 2021 segmentation task H Peiris, Z Chen, G Egan, M Harandi International MICCAI Brainlesion Workshop, 171–181, 2022 | 82 | 2022 |
| Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge M Zenk, U Baid, S Pati, A Linardos, B Edwards, M Sheller, P Foley, ... Nature communications 16 (1), 6274, 2025 | 34 | 2025 |
| Semi-supervised segmentation for construction and demolition waste recognition in-the-wild: Adversarial dual-view networks D Sirimewan, M Harandi, H Peiris, M Arashpour Resources, Conservation and Recycling 202, 107399, 2024 | 28 | 2024 |
| Hybrid window attention based transformer architecture for brain tumor segmentation H Peiris, M Hayat, Z Chen, G Egan, M Harandi International MICCAI Brainlesion Workshop, 173-182, 2022 | 25 | 2022 |
| Medical image computing and computer assisted intervention–MICCAI 2022: 25th international conference, Singapore, September 18–22, 2022 H Peiris, M Hayat, Z Chen, G Egan, M Harandi Proceedings, Part V. Springer, 162-172, 2022 | 21 | 2022 |
| Perivascular space identification nnUNet for generalised usage (PINGU) B Sinclair, W Pham, L Vivash, J Moses, M Lynch, K Dorfman, C Marotta, ... Medical Image Analysis, 103903, 2025 | 20 | 2025 |
| Low Field Pediatric Brain Magnetic Resonance Image Segmentation and Quality Assurance: Second MICCAI Challenge, LISA 2025, Held in Conjunction with MICCAI 2025, Daejeon, South … N Lepore, MG Linguraru Springer Nature, 2026 | 10 | 2026 |
| Co-Manifold learning for semi-supervised medical image segmentation H Peiris, Z Chen, G Egan, M Harandi Neurocomputing 639, 130208, 2025 | 7 | 2025 |
| MU-Diff: a mutual learning diffusion model for synthetic MRI with Application for brain lesions S Dayarathna, Y Wu, J Cai, TT Wong, M Law, KT Islam, H Peiris, Z Chen npj Artificial Intelligence 1 (1), 11, 2025 | 7 | 2025 |
| Bilateral Hippocampi Segmentation in Low Field MRIs Using Mutual Feature Learning via Dual-Views. H Peiris, Z Chen LISA@ MICCAI, 15-27, 2024 | 4 | 2024 |
| Motion‐Informed Deep Learning for Human Brain Magnetic Resonance Image Reconstruction Framework Z Chen, K Pawar, KT Islam, H Peiris, G Egan, Z Chen NMR in Biomedicine 39 (1), e70209, 2026 | 3 | 2026 |
| D2Diff: a dual-domain diffusion model for accurate multi-contrast MRI synthesis S Dayarathna, H Peiris, KT Islam, TT Wong, Z Chen International Conference on Medical Image Computing and Computer-Assisted …, 2025 | 3 | 2025 |
| MedNet-PVS: A MedNeXt-Based Deep Learning Model for Automated Segmentation of Perivascular Spaces ZXB Low, R Zhang, H Min, W Pham, L Vivash, J Moses, M Lynch, ... arXiv preprint arXiv:2508.20256, 2025 | 2 | 2025 |
| Alternative Platform for Vision based Robot Navigation HA Peiris, RG Ranasinghe, TD Peiris International Journal of Engineering & Technology 7, 26-30, 2018 | 2 | 2018 |
| Enhancing ultra-low-field MRI with paired high-field MRI comparisons for brain imaging (ULF-EnC)(2025) T Islam Kh, S Zhong, H Peiris, P Zakavi, S Dayarathna, Z Chen URL https://doi. org/10.5281/zenodo 10688437, 0 | 2 | |
| Segment any tumour: an uncertainty-aware vision foundation model for whole-body analysis H Peiris, S Wang, G Egan, M Harandi, M Law, Z Chen Nature Communications 17 (1), 9640, 2026 | 1 | 2026 |
| Enhancing Ultra-Low-Field MRI with Paired High-Field MRI Comparisons for Brain Imaging: First International Challenge, ULF-EnC 2025, Held in Conjunction with MICCAI 2025 … Z Chen, S Dayarathna, KT Islam, H Peiris, P Zakavi, S Zhong Springer Nature, 2026 | 1 | 2026 |
Zhaolin ChenAssociate Professor in Medical Imaging, Monash UniversityVerified email at monash.edu
Gary EganMonash Biomedical Imaging, Monash UniversityVerified email at monash.edu
Mehrtash HarandiDepartment of Electrical and Computer Systems Engineering, Monash UniversityVerified email at monash.edu
Munawar HayatQualcommVerified email at qti.qualcomm.com
Professor Meng Law MBBS FRANZCR...Professor of Radiology, Monash UniversityVerified email at monash.edu
Kh Tohidul IslamResearch Fellow at Monash Biomedical Imaging, Monash University, AustraliaVerified email at monash.edu
Sanuwani DayarathnaMonash UniversityVerified email at monash.edu
Benjamin SinclairMonash UniversityVerified email at monash.edu
David K WrightDepartment of Neuroscience, School of Translational Medicine, Monash UniversityVerified email at monash.edu
Terence J. O'BrienThe Department of Neuroscience, Monash University; Department of Neurology, Alfred HealthVerified email at monash.edu
Tien-Tsin WongProfessor, Dept. of Data Science and Artificial Intelligence, Monash UniversityVerified email at monash.edu
Assoc. Professor Mehrdad ArashpourMonash University AustraliaVerified email at monash.edu
Diani SirimewanQueensland University of Technology (QUT)Verified email at qut.edu.au
Jianfei CaiProfessor of Data Science & AI, Monash UniversityVerified email at monash.edu
Yicheng (Eli) WuImperial | Monash | USYD | NWPUVerified email at imperial.ac.uk
Sizhe WangMonash UniversityVerified email at monash.edu
Zhifeng Chen (陈智峰)NEUs; Monash Biomed- Imaging, DSAI-FIT, Monash University; USC; MGH, Harvard Medical School, HarvardVerified email at zju.edu.cn
Kamlesh PawarMedical Imaging, Neuralink CorpVerified email at monash.edu
Rajitha Gayan RanasingheVerified email at monash.edu
A/Professor Helen KavnoudiasThe AlfredVerified email at alfred.org.au