Cover Image

Fully Automated SAM for Single-source Domain Generalization in Medical Image Segmentation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhuo, Huanli, Ma, Leilei, Zhao, Haifeng, Zhou, Shiwei, Sun, Dengdi, Fu, Yanping
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Domain Adaptive Lung Nodule Detection in X-ray Image
by: Zhao, Haifeng, et al.
Published: (2024)

Bidirectional Uncertainty-Aware Region Learning for Semi-Supervised Medical Image Segmentation
by: Zhou, Shiwei, et al.
Published: (2025)

Text-Region Matching for Multi-Label Image Recognition with Missing Labels
by: Ma, Leilei, et al.
Published: (2024)

Bridging Vision and Language: Optimal Transport-Driven Radiology Report Generation via LLMs
by: Zhao, Haifeng, et al.
Published: (2025)

Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation
by: Wang, Hanhui, et al.
Published: (2024)

CoSAM: Self-Correcting SAM for Domain Generalization in 2D Medical Image Segmentation
by: Fu, Yihang, et al.
Published: (2024)

Structure and Progress Aware Diffusion for Medical Image Segmentation
by: Song, Siyuan, et al.
Published: (2026)

Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation
by: Wu, Junde, et al.
Published: (2023)

SEG-SAM: Semantic-Guided SAM for Unified Medical Image Segmentation
by: Huang, Shuangping, et al.
Published: (2024)

Frequency Adapter with SAM for Generalized Medical Image Segmentation
by: Bui, Phuoc-Nguyen, et al.
Published: (2026)

RaffeSDG: Random Frequency Filtering enabled Single-source Domain Generalization for Medical Image Segmentation
by: Li, Heng, et al.
Published: (2024)

Learnable Prompting SAM-induced Knowledge Distillation for Semi-supervised Medical Image Segmentation
by: Huang, Kaiwen, et al.
Published: (2024)

Medical Image Segmentation with SAM-generated Annotations
by: Häkkinen, Iira, et al.
Published: (2024)

pFedSAM: Personalized Federated Learning of Segment Anything Model for Medical Image Segmentation
by: Wang, Tong, et al.
Published: (2025)

SAM-Med3D: Towards General-purpose Segmentation Models for Volumetric Medical Images
by: Wang, Haoyu, et al.
Published: (2023)

I-MedSAM: Implicit Medical Image Segmentation with Segment Anything
by: Wei, Xiaobao, et al.
Published: (2023)

Self-Prompt SAM: Medical Image Segmentation via Automatic Prompt SAM Adaptation
by: Xie, Bin, et al.
Published: (2025)

Correlative and Discriminative Label Grouping for Multi-Label Visual Prompt Tuning
by: Ma, LeiLei, et al.
Published: (2025)

Prompting Segment Anything Model with Domain-Adaptive Prototype for Generalizable Medical Image Segmentation
by: Wei, Zhikai, et al.
Published: (2024)

Interactive 3D Medical Image Segmentation with SAM 2
by: Shen, Chuyun, et al.
Published: (2024)

Is SAM 2 Better than SAM in Medical Image Segmentation?
by: Sengupta, Sourya, et al.
Published: (2024)

SSS: Semi-Supervised SAM-2 with Efficient Prompting for Medical Imaging Segmentation
by: Zhu, Hongjie, et al.
Published: (2025)

MaskSAM: Towards Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation
by: Xie, Bin, et al.
Published: (2024)

ProMISe: Promptable Medical Image Segmentation using SAM
by: Wang, Jinfeng, et al.
Published: (2024)

Continual Alignment for SAM: Rethinking Foundation Models for Medical Image Segmentation in Continual Learning
by: Wang, Jiayi, et al.
Published: (2025)

Medical Image Segmentation via Single-Source Domain Generalization with Random Amplitude Spectrum Synthesis
by: Qiao, Qiang, et al.
Published: (2024)

SAM2-UNet: Segment Anything 2 Makes Strong Encoder for Natural and Medical Image Segmentation
by: Xiong, Xinyu, et al.
Published: (2024)

Language Guided Domain Generalized Medical Image Segmentation
by: Kunhimon, Shahina, et al.
Published: (2024)

SeqSAM: Autoregressive Multiple Hypothesis Prediction for Medical Image Segmentation using SAM
by: Towle, Benjamin, et al.
Published: (2025)

RFMedSAM 2: Automatic Prompt Refinement for Enhanced Volumetric Medical Image Segmentation with SAM 2
by: Xie, Bin, et al.
Published: (2025)

SemiSAM: Enhancing Semi-Supervised Medical Image Segmentation via SAM-Assisted Consistency Regularization
by: Zhang, Yichi, et al.
Published: (2023)

S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation
by: Paranjape, Jay N., et al.
Published: (2024)

Hierarchical Self-Prompting SAM: A Prompt-Free Medical Image Segmentation Framework
by: Zhang, Mengmeng, et al.
Published: (2025)

SAM-aware Test-time Adaptation for Universal Medical Image Segmentation
by: Wu, Jianghao, et al.
Published: (2025)

Dynamic Prompt Adjustment for Multi-Label Class-Incremental Learning
by: Zhao, Haifeng, et al.
Published: (2024)

DB-SAM: Delving into High Quality Universal Medical Image Segmentation
by: Qin, Chao, et al.
Published: (2024)

BALR-SAM: Boundary-Aware Low-Rank Adaptation of SAM for Resource-Efficient Medical Image Segmentation
by: Liu, Zelin, et al.
Published: (2025)

RS2-SAM2: Customized SAM2 for Referring Remote Sensing Image Segmentation
by: Rong, Fu, et al.
Published: (2025)

SAM2-SGP: Enhancing SAM2 for Medical Image Segmentation via Support-Set Guided Prompting
by: Xing, Yang, et al.
Published: (2025)

SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting
by: Xu, Jie, et al.
Published: (2024)