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Mehrtash Harandi

monash university

44H-index
341Paper Count
7.5KCitation Count
Published Papers 44
Publication Date
Segment any tumour: an uncertainty-aware vision foundation model for whole-body analysis
err2026-08-11
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errOAAI
errHimashi Peiris; Sizhe Wang; Gary Egan; Mehrtash Harandi; Meng Law; Zhaolin Chen
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Toward a deeper understanding of tropical cyclone precipitation: insights from SHAP-based AI attribution
err2026-08-06
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errOAAI
errWeiqing Qi; Bin Yong; Elizabeth A. Ritchie; J. Scott Tyo; Josh May; Jian Shi; Dae-hui Kim; Mehrtash Tafazzoli Harandi
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Artificial intelligence and microscopy: A systematic review of deep learning in microalgae and cyanobacteria species identification
err2026-02-18
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errOAAI
errNegar Taheriashtiani; Zongyuan Ge; Mehrtash Harandi; Nicholas D. Crosbie; Glenn B. McGregor; Li Gao; Chao Chen; Linda Blackall; Michael Burch; Anna Lintern; Arash Zamyadi
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Curvature Learning for Generalization of Hyperbolic Neural Networks
err2025-09-01
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PREAI
errXiaomeng Fan; Yuwei Wu; Zhi Gao; Mehrtash Harandi; Yunde Jia
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Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
err2025-07-08
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errOAAI
errMaximilian Zenk; Ujjwal Baid; Sarthak Pati; Akis Linardos; Brandon Edwards; Micah Sheller; Patrick Foley; Alejandro Aristizabal; David Zimmerer; Alexey Gruzdev; Jason Martin; Russell T. Shinohara; Annika Reinke; Fabian Isensee; Santhosh Parampottupadam; Kaushal Parekh; Ralf Floca; Hasan Kassem; Bhakti Baheti; Siddhesh Thakur; Verena Chung; Kaisar Kushibar; Karim Lekadir; Meirui Jiang; Youtan Yin; Hongzheng Yang; Quande Liu; Cheng Chen; Qi Dou; Pheng-Ann Heng; Xiaofan Zhang; Shaoting Zhang; Muhammad Irfan Khan; Mohammad Ayyaz Azeem; Mojtaba Jafaritadi; Esa Alhoniemi; Elina Kontio; Suleiman A. Khan; Leon Mächler; Ivan Ezhov; Florian Kofler; Suprosanna Shit; Johannes C. Paetzold; Timo Loehr; Benedikt Wiestler; Himashi Peiris; Kamlesh Pawar; Shenjun Zhong; Zhaolin Chen; Munawar Hayat; Gary Egan; Mehrtash Harandi; Ece Isik Polat; Gorkem Polat; Altan Kocyigit; Alptekin Temizel; Anup Tuladhar; Lakshay Tyagi; Raissa Souza; Nils D. Forkert; Pauline Mouches; Matthias Wilms; Vishruth Shambhat; Akansh Maurya; Shubham Subhas Danannavar; Rohit Kalla; Vikas Kumar Anand; Ganapathy Krishnamurthi; Sahil Nalawade; Chandan Ganesh; Ben Wagner; Divya Reddy; Yudhajit Das; Fang F. Yu; Baowei Fei; Ananth J. Madhuranthakam; Joseph Maldjian; Gaurav Singh; Jianxun Ren; Wei Zhang; Ning An; Qingyu Hu; Youjia Zhang; Ying Zhou; Vasilis Siomos; Giacomo Tarroni; Jonathan Passerrat-Palmbach; Ambrish Rawat; Giulio Zizzo; Swanand Ravindra Kadhe; Jonathan P. Epperlein; Stefano Braghin; Yuan Wang; Renuga Kanagavelu; Qingsong Wei; Yechao Yang; Yong Liu; Krzysztof Kotowski; Szymon Adamski; Bartosz Machura; Wojciech Malara; Lukasz Zarudzki; Jakub Nalepa; Yaying Shi; Hongjian Gao; Salman Avestimehr; Yonghong Yan; Agus S. Akbar; Ekaterina Kondrateva; Hua Yang; Zhaopei Li; Hung-Yu Wu; Johannes Roth; Camillo Saueressig; Alexandre Milesi; Quoc D. Nguyen; Nathan J. Gruenhagen; Tsung-Ming Huang; Jun Ma; Har Shwinder H. Singh; Nai-Yu Pan; Dingwen Zhang; Ramy A. Zeineldin; Michal Futrega; Yading Yuan; Gian Marco Conte; Xue Feng; Quan D. Pham; Yong Xia; Zhifan Jiang; Huan Minh Luu; Mariia Dobko; Alexandre Carré; Bair Tuchinov; Hassan Mohy-ud-Din; Saruar Alam; Anup Singh; Nameeta Shah; Weichung Wang; Chiharu Sako; Michel Bilello; Satyam Ghodasara; Suyash Mohan; Christos Davatzikos; Evan Calabrese; Jeffrey Rudie; Javier Villanueva-Meyer; Soonmee Cha; Christopher Hess; John Mongan; Madhura Ingalhalikar; Manali Jadhav; Umang Pandey; Jitender Saini; Raymond Y. Huang; Ken Chang; Minh-Son To; Sargam Bhardwaj; Chee Chong; Marc Agzarian; Michal Kozubek; Filip Lux; Jan Michálek; Petr Matula; Miloš Ker^kovský; Tereza Kopr^ivová; Marek Dostál; Václav Vybíhal; Marco C. Pinho; James Holcomb; Marie Metz; Rajan Jain; Matthew D. Lee; Yvonne W. Lui; Pallavi Tiwari; Ruchika Verma; Rohan Bareja; Ipsa Yadav; Jonathan Chen; Neeraj Kumar; Yuriy Gusev; Krithika Bhuvaneshwar; Anousheh Sayah; Camelia Bencheqroun; Anas Belouali; Subha Madhavan; Rivka R. Colen; Aikaterini Kotrotsou; Philipp Vollmuth; Gianluca Brugnara; Chandrakanth J. Preetha; Felix Sahm; Martin Bendszus; Wolfgang Wick; Abhishek Mahajan; Carmen Balaña; Jaume Capellades; Josep Puig; Yoon Seong Choi; Seung-Koo Lee; Jong Hee Chang; Sung Soo Ahn; Hassan F. Shaykh; Alejandro Herrera-Trujillo; Maria Trujillo; William Escobar; Ana Abello; Jose Bernal; Jhon Gómez; Pamela LaMontagne; Daniel S. Marcus; Mikhail Milchenko; Arash Nazeri; Bennett Landman; Karthik Ramadass; Kaiwen Xu; Silky Chotai; Lola B. Chambless; Akshitkumar Mistry; Reid C. Thompson; Ashok Srinivasan; J. Rajiv Bapuraj; Arvind Rao; Nicholas Wang; Ota Yoshiaki; Toshio Moritani; Sevcan Turk; Joonsang Lee; Snehal Prabhudesai; John Garrett; Matthew Larson; Robert Jeraj; Hongwei Li; Tobias Weiss; Michael Weller; Andrea Bink; Bertrand Pouymayou; Sonam Sharma; Tzu-Chi Tseng; Saba Adabi; Alexandre Xavier Falcão; Samuel B. Martins; Bernardo C. A. Teixeira; Flávia Sprenger; David Menotti; Diego R. Lucio; Simone P. Niclou; Olivier Keunen; Ann-Christin Hau; Enrique Pelaez; Heydy Franco-Maldonado; Francis Loayza; Sebastian Quevedo; Richard McKinley; Johannes Slotboom; Piotr Radojewski; Raphael Meier; Roland Wiest; Johannes Trenkler; Josef Pichler; Georg Necker; Andreas Haunschmidt; Stephan Meckel; Pamela Guevara; Esteban Torche; Cristobal Mendoza; Franco Vera; Elvis Ríos; Eduardo López; Sergio A. Velastin; Joseph Choi; Stephen Baek; Yusung Kim; Heba Ismael; Bryan Allen; John M. Buatti; Peter Zampakis; Vasileios Panagiotopoulos; Panagiotis Tsiganos; Sotiris Alexiou; Ilias Haliassos; Evangelia I. Zacharaki; Konstantinos Moustakas; Christina Kalogeropoulou; Dimitrios M. Kardamakis; Bing Luo; Laila M. Poisson; Ning Wen; Martin Vallières; Mahdi Ait Lhaj Loutfi; David Fortin; Martin Lepage; Fanny Morón; Jacob Mandel; Gaurav Shukla; Spencer Liem; Gregory S. Alexandre; Joseph Lombardo; Joshua D. Palmer; Adam E. Flanders; Adam P. Dicker; Godwin Ogbole; Dotun Oyekunle; Olubunmi Odafe-Oyibotha; Babatunde Osobu; Mustapha Shu’aibu Hikima; Mayowa Soneye; Farouk Dako; Adeleye Dorcas; Derrick Murcia; Eric Fu; Rourke Haas; John A. Thompson; David Ryan Ormond; Stuart Currie; Kavi Fatania; Russell Frood; Amber L. Simpson; Jacob J. Peoples; Ricky Hu; Danielle Cutler; Fabio Y. Moraes; Anh Tran; Mohammad Hamghalam; Michael A. Boss; James Gimpel; Deepak Kattil Veettil; Kendall Schmidt; Lisa Cimino; Cynthia Price; Brian Bialecki; Sailaja Marella; Charles Apgar; Andras Jakab; Marc-André Weber; Errol Colak; Jens Kleesiek; John B. Freymann; Justin S. Kirby; Lena Maier-Hein; Jake Albrecht; Peter Mattson; Alexandros Karargyris; Prashant Shah; Bjoern Menze; Klaus Maier-Hein; Spyridon Bakas
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Co-Manifold learning for semi-supervised medical image segmentation
err2025-07-01
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errOAAI
errPeiris, Himashi; Chen, Zhaolin; Egan, Gary; Harandi, Mehrtash
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HVQ-VAE: Variational auto-encoder with hyperbolic vector quantization
err2025-05-21
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PREAI
errShangyu Chen; Pengfei Fang; Mehrtash Harandi; Trung Le; Jianfei Cai; Dinh Phung
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CL-MRI: Self-Supervised contrastive learning to improve the accuracy of undersampled MRI reconstruction
err2025-02-01
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errOAAI
errEkanayake, Mevan; Chen, Zhifeng; Harandi, Mehrtash; Egan, Gary; Chen, Zhaolin
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Curved Geometric Networks for Visual Anomaly Recognition
err2024-12-01
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errOAAI
errHong, Jie; Fang, Pengfei; Li, Weihao; Han, Junlin; Petersson, Lars; Harandi, Mehrtash
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McSTRA: A multi-branch cascaded swin transformer for point spread function-guided robust MRI reconstruction
err2024-01-01
err5
errOAAI
errEkanayake, Mevan; Pawar, Kamlesh; Harandi, Mehrtash; Egan, Gary; Chen, Zhaolin
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Automated Segmentation of Tropical Cyclone Clouds in Geostationary Infrared Images
err2024-01-01
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PREAI
errMay, Joshua; Hu, Liang; Ritchie, Elizabeth A.; Harandi, Mehrtash; Tyo, J. Scott
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Domain Neural Adaptation
err2023-11-01
err13
PREAI
errChen, Sentao; Hong, Zijie; Harandi, Mehrtash; Yang, Xiaowei
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Subspace distillation for continual learning
err2023-10-01
err5
errOAAI
errRoy, Kaushik; Simon, Christian; Moghadam, Peyman; Harandi, Mehrtash
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RMAML: Riemannian meta-learning with orthogonality constraints
err2023-08-01
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PREAI
errTabealhojeh, Hadi; Adibi, Peyman; Karshenas, Hossein; Roy, Soumava Kumar; Harandi, Mehrtash
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GOSS: towards generalized open-set semantic segmentation (Jun, 10.1007/s00371-023-02925-8, 2023)
err2023-07-24
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errOAAI
errHong, Jie; Li, Weihao; Han, Junlin; Zheng, Jiyang; Fang, Pengfei; Harandi, Mehrtash; Petersson, Lars
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Uncertainty-guided dual-views for semi-supervised volumetric medical image segmentation
err2023-07-13
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PREAI
errPeiris, Himashi; Hayat, Munawar; Chen, Zhaolin; Egan, Gary; Harandi, Mehrtash
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