Himashi Peiris
LF Clinical Translation Scientist
Dr Himashi Peiris is a Research Fellow at Monash University working at the intersection of artificial intelligence, biomedical imaging and medical image analysis. Her research focuses on label-efficient learning, uncertainty-aware deep learning, multimodal medical foundation models and clinically translatable AI tools for imaging-based diagnosis and analysis. She completed her PhD in Biomedical Engineering at Monash University in 2024, where her work centred on learning with limited labels for medical image segmentation. Her current research spans segmentation, reconstruction, enhancement, synthesis, digital health and AI-enabled biomedical imaging applications.
Related News
Related Publications
Effect of [68Ga]Ga-PSMA-11 PET-CT in the diagnosis of prostate cancer in men with equivocal or clinically high-risk non-suspicious findings on multiparametric MRI (PRIMARY2): a multicentre, non-inferiority, phase 3, randomised controlled trial
James P Buteau MD, Daniel Moon MBBS, Michael T Fahey PhD, Matthew J Roberts PhD, Narjess Ayati MD, Nathan Papa PhD, Prof Declan G Murphy MBBCh, Prof Veeru Kasivisvanathan PhD, Prof Haryana M Dhillon PhD, Yang T Du MBBS, Philip Dundee FRACS, Jessica Foudoulis MHIM, David Hennes MD, Anthony C Hutton FRACS, Jordan Idiare MBBS, Greg Jack FRACS, Sheshang Kamath FRACS, Sophie N Lee PhD, Su-Faye Lee FRANZC, Prof Sze Ting Lee PhD, Alex Zheng
Read Publication
Population-based Brain Templates for Ultra-Low-Field MRI
Kh Tohidul Islam, Parisa Zakavi, Shenjun Zhong, Sanuwani Dayarathna, Himashi Peiris, Helen Kavnoudias, Yi Chao Foong, Anneke Van Der Walt, Juan F. Domínguez D, Karen Caeyenberghs, Gary F. Egan, Meng Law & Zhaolin Chen
Read Publication
A comprehensive framework for automated segmentation of perivascular spaces in brain MRI with the nnU-Net
William Pham, Alexander Jarema, Donggyu Rim, Zhibin Chen, Mohamed Khlif, Vaughan Macefield, Luke Henderson & Amy Brodtmann
Read Publication
Epileptogenic lesions in the Australian epilepsy project: A harmonized 3-T magnetic resonance imaging protocol and its diagnostic yield
David N. Vaughan, David F. Abbott, Amanda Anderson, Greg Fitt, Suyi Ooi, Heath Pardoe, Donna Parker, Yuliya Perchyonok, Eric Pierre, Chris Kokkinos, Robert E. Smith, Michael Stewart, Bahman Tahayori, Chris Tailby, Graeme D. Jackson, the Australian Epilepsy Project Investigators
Read Publication