DART@MICCAI

Keyphrases

Publications

volume 14293, 2024

Domain Adaptation and Representation Transfer - 5th MICCAI Workshop, DART 2023, Held in Conjunction with MICCAI 2023, Vancouver, BC, Canada, October 12, 2023, Proceedings DART@MICCAI 14293 (2024)

2023

Edoardo Mello Rella, Ajad Chhatkuli, Ender Konukoglu, Luc Van Gool
MultiVT: Multiple-Task Framework for Dentistry. DART@MICCAI (2023)
Mohammad Reza Hosseinzadeh Taher, Michael B. Gotway, Jianming Liang
Towards Foundation Models Learned from Anatomy in Medical Imaging via Self-supervision. DART@MICCAI (2023)
Ainkaran Santhirasekaram, Mathias Winkler, Andrea G. Rockall, Ben Glocker
Hierarchical Compositionality in Hyperbolic Space for Robust Medical Image Segmentation. DART@MICCAI (2023)
Iaroslav Plutenko, Mikhail Papkov, Kaupo Palo, Leopold Parts, Dmytro Fishman
Metadata Improves Segmentation Through Multitasking Elicitation. DART@MICCAI (2023)
Satoshi Kondo
Black-Box Unsupervised Domain Adaptation for Medical Image Segmentation. DART@MICCAI (2023)
Sophie Loizillon, Olivier Colliot, Lydia Chougar, Sebastian Ströer, Yannick Jacob, Aurélien Maire, Didier Dormont, Ninon Burgos
Semi-supervised Domain Adaptation for Automatic Quality Control of FLAIR MRIs in a Clinical Data Warehouse. DART@MICCAI (2023)
Rafsanjany Kushol, Richard Frayne, Simon J. Graham, Alan H. Wilman, Sanjay Kalra, Yee-Hong Yang
Domain Adaptation of MRI Scanners as an Alternative to MRI Harmonization. DART@MICCAI (2023)
Sarah Cechnicka, James Ball, Hadrien Reynaud, Callum Arthurs, Candice Roufosse, Bernhard Kainz
Realistic Data Enrichment for Robust Image Segmentation in Histopathology. DART@MICCAI (2023)
Raza Imam, Ibrahim Almakky, Salma Alrashdi, Baketah Alrashdi, Mohammad Yaqub
SEDA: Self-ensembling ViT with Defensive Distillation and Adversarial Training for Robust Chest X-Rays Classification. DART@MICCAI (2023)
Tomer Bar Natan, Hayit Greenspan, Jacob Goldberger
PLST: A Pseudo-labels with a Smooth Transition Strategy for Medical Site Adaptation. DART@MICCAI (2023)
Aleksandr Matsun, Dana O. Mohamed, Sharon Chokuwa, Muhammad Ridzuan, Mohammad Yaqub
DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification. DART@MICCAI (2023)
Ario Sadafi, Raheleh Salehi, Armin Gruber, Sayedali Shetab Boushehri, Pascal Giehr, Nassir Navab, Carsten Marr
A Continual Learning Approach for Cross-Domain White Blood Cell Classification. DART@MICCAI (2023)
Xiao Liu, Antanas Kascenas, Hannah Watson, Sotirios A. Tsaftaris, Alison Q. O'Neil
Compositional Representation Learning for Brain Tumour Segmentation. DART@MICCAI (2023)
Trinh Thi Le Vuong, Jin Tae Kwak
Boosting Knowledge Distillation via Random Fourier Features for Prostate Cancer Grading in Histopathology Images. DART@MICCAI (2023)
Qi Wu, Yuyao Zhang, Marawan Elbatel
Self-prompting Large Vision Models for Few-Shot Medical Image Segmentation. DART@MICCAI (2023)
Levy G. Chaves, Alceu Bissoto, Eduardo Valle, Sandra Avila
The Performance of Transferability Metrics Does Not Translate to Medical Tasks. DART@MICCAI (2023)

2022

volume 13542, 2022

Domain Adaptation and Representation Transfer - 4th MICCAI Workshop, DART 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings DART@MICCAI 13542 (2022)