Sanaz Karimijafarbigloo

19 papers A 1Journal 10Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	A	`conf`	Frequency-Domain Refinement of Vision Transformers for Robust Medical Image Segmentation Under Degradation. WACV Sanaz Karimijafarbigloo, Sina Ghorbani Kolahi, Reza Azad, Ulas Bagci, Dorit Merhof
2025	J	`jnl`	MedScale-Former: Self-guided multiscale transformer for medical image segmentation. Medical Image Anal. Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
2024	J	`jnl`	Computation-Efficient Era: A Comprehensive Survey of State Space Models in Medical Image Analysis. CoRR Moein Heidari, Sina Ghorbani Kolahi, Sanaz Karimijafarbigloo, Bobby Azad, Afshin Bozorgpour, Soheila Hatami, Reza Azad, Ali Diba, Ulas Bagci, Dorit Merhof, Ilker Hacihaliloglu
2024	—	`conf`	Fusenet: Self-Supervised Dual-Path Network For Medical Image Segmentation. ISBI Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2024	—	`conf`	Leveraging Unlabeled Data for 3D Medical Image Segmentation Through Self-Supervised Contrastive Learning. ISBI Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2024	J	`jnl`	Medical Image Segmentation Review: The Success of U-Net. IEEE Trans. Pattern Anal. Mach. Intell. Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof
2024	—	`conf`	Self-Supervised Contrastive Learning for Consistent Few-Shot Image Representations. PRIME@MICCAI Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof
2023	J	`jnl`	FuseNet: Self-Supervised Dual-Path Network for Medical Image Segmentation. CoRR Amirhossein Kazerouni, Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning. CoRR Sanaz Karimijafarbigloo, Reza Azad, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook. CoRR Reza Azad, Moein Heidari, Kadir Yilmaz, Michael Hüttemann, Sanaz Karimijafarbigloo, Yuli Wu, Anke Schmeink, Dorit Merhof
2023	—	`conf`	MMCFormer: Missing Modality Compensation Transformer for Brain Tumor Segmentation. MIDL Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Saeed Ebadollahi, Dorit Merhof
2023	—	`conf`	MS-Former: Multi-Scale Self-Guided Transformer for Medical Image Segmentation. MIDL Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Dorit Merhof
2023	—	`conf`	Self-supervised Few-Shot Learning for Semantic Segmentation: An Annotation-Free Approach. PRIME@MICCAI Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof
2023	J	`jnl`	Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach. CoRR Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof
2023	—	`conf`	Self-supervised Semantic Segmentation: Consistency over Transformation. ICCV (Workshops) Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulas Bagci, Dorit Merhof
2023	J	`jnl`	Self-supervised Semantic Segmentation: Consistency over Transformation. CoRR Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulas Bagci, Dorit Merhof
2022	J	`jnl`	Medical Image Segmentation Review: The success of U-Net. CoRR Reza Azad, Ehsan Khodapanah Aghdam, Amelie Rauland, Yiwei Jia, Atlas Haddadi Avval, Afshin Bozorgpour, Sanaz Karimijafarbigloo, Joseph Paul Cohen, Ehsan Adeli, Dorit Merhof
2022	—	`conf`	TransDeepLab: Convolution-Free Transformer-Based DeepLab v3+ for Medical Image Segmentation. PRIME@MICCAI Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, Dorit Merhof
2022	J	`jnl`	TransDeepLab: Convolution-Free Transformer-based DeepLab v3+ for Medical Image Segmentation. CoRR Reza Azad, Moein Heidari, Moein Shariatnia, Ehsan Khodapanah Aghdam, Sanaz Karimijafarbigloo, Ehsan Adeli, Dorit Merhof