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2305.00293
Cited By
Polyp-SAM: Transfer SAM for Polyp Segmentation
29 April 2023
Yuheng Li
Mingzhe Hu
Xiaofeng Yang
MedIm
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Papers citing
"Polyp-SAM: Transfer SAM for Polyp Segmentation"
50 / 51 papers shown
Encoding Structural Constraints into Segment Anything Models via Probabilistic Graphical Models
Yu Li
Da Chang
Xi Xiao
MedIm
108
0
0
26 Sep 2025
SAM-DCE: Addressing Token Uniformity and Semantic Over-Smoothing in Medical Segmentation
Yingzhen Hu
Yiheng Zhong
Ruobing Li
Yingxue Su
Jiabao An
Feilong Tang
Jionglong Su
Imran Razzak
MedIm
203
0
0
21 Sep 2025
MedDINOv3: How to adapt vision foundation models for medical image segmentation?
Yuheng Li
Yizhou Wu
Yuxiang Lai
Mingzhe Hu
Xiaofeng Yang
MedIm
286
8
0
02 Sep 2025
Recent Advances in Medical Imaging Segmentation: A Survey
Fares Bougourzi
Abdenour Hadid
OOD
258
6
0
14 May 2025
Adapting a Segmentation Foundation Model for Medical Image Classification
Pengfei Gu
Haoteng Tang
Islam A. Ebeid
Jose Angel Nuñez
Fabian Vazquez
Diego Adame
Marcus Zhan
Huimin Li
Bin Fu
Benlin Liu
MedIm
VLM
164
0
0
09 May 2025
BiSeg-SAM: Weakly-Supervised Post-Processing Framework for Boosting Binary Segmentation in Segment Anything Models
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Encheng Su
Hu Cao
Alois C. Knoll
MedIm
309
2
0
02 Apr 2025
PG-SAM: Prior-Guided SAM with Medical for Multi-organ Segmentation
Yiheng Zhong
Zihong Luo
Chengzhi Liu
Feilong Tang
Zelin Peng
Ming Hu
Yitao Hu
Jionglong Su
Zongyuan Geand
Imran Razzak
MedIm
489
2
0
23 Mar 2025
PolypFlow: Reinforcing Polyp Segmentation with Flow-Driven Dynamics
Pu Wang
Huaizhi Ma
Zhihua Zhang
Zhuoran Zheng
AI4CE
317
0
0
26 Feb 2025
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review
Ufaq Khan
Umair Nawaz
A. Qayyum
Shazad Ashraf
Yutong Xie
Muhammad Haris Khan
Muhammad Bilal
Junaid Qadir
470
5
0
16 Feb 2025
A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends
Jiaxin Mei
Tao Zhou
Kaiwen Huang
Yizhe Zhang
Yi Zhou
Ye Wu
Huazhu Fu
658
43
0
20 Jan 2025
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline
Computer Vision and Pattern Recognition (CVPR), 2024
Junlong Cheng
Bin Fu
Jin Ye
Guoan Wang
Tianbin Li
...
Jianfei Chen
Jiajian Li
Yanzhou Su
Min Zhu
Junjun He
VLM
355
24
0
19 Nov 2024
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Runpu Wei
Zijin Yin
Kongming Liang
Min Min
Changzai Pan
Gang Yu
Haonan Huang
Yan Liu
Tianhao Shen
223
0
0
22 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey
International Journal of Computer Vision (IJCV), 2024
Xiaorui Sun
Jing Liu
Mengqi Li
Xiaofeng Zhu
Ping Hu
VLM
503
18
0
07 Oct 2024
DarkSAM: Fooling Segment Anything Model to Segment Nothing
Neural Information Processing Systems (NeurIPS), 2024
Ziqi Zhou
Yufei Song
Minghui Li
Shengshan Hu
Xianlong Wang
Leo Yu Zhang
Dezhong Yao
Hai Jin
268
28
0
26 Sep 2024
MedSAM-U: Uncertainty-Guided Auto Multi-Prompt Adaptation for Reliable MedSAM
N. Zhou
Ke Zou
Kai Ren
Mengting Luo
Linchao He
Ming Wang
Yidi Chen
Yi Zhang
Hu Chen
Huazhu Fu
MedIm
206
16
0
02 Sep 2024
PropSAM: A Propagation-Based Model for Segmenting Any 3D Objects in Multi-Modal Medical Images
Zifan Chen
Xinyu Nan
Jiazheng Li
Jie Zhao
Haifeng Li
...
Heyun Chen
Yiting Liu
Bin Dong
Li Zhang
L. Tang
MedIm
182
1
0
25 Aug 2024
Polyp SAM 2: Advancing Zero shot Polyp Segmentation in Colorectal Cancer Detection
International Conferences on Human-Machine Systems (ICCHS), 2024
Mobina Mansoori
Sajjad Shahabodini
J. Abouei
Konstantinos N. Plataniotis
Arash Mohammadi
MedIm
459
12
0
12 Aug 2024
Segment anything model 2: an application to 2D and 3D medical images
Haoyu Dong
Han Gu
Yaqian Chen
Jichen Yang
Yuwen Chen
Maciej A. Mazurowski
VLM
MedIm
304
28
0
01 Aug 2024
Polyp segmentation in colonoscopy images using DeepLabV3++
A. Muzahidul Islam
Sadia Shakiba Bhuiyan
Mysun Mashira
Md. Rayhan Ahmed
Salekul Islam
Swakkhar Shatabda
318
5
0
27 Jul 2024
Urban Waterlogging Detection: A Challenging Benchmark and Large-Small Model Co-Adapter
Suqi Song
Chenxu Zhang
Peng Zhang
Pengkun Li
Fenglong Song
Lei Zhang
VLM
233
4
0
11 Jul 2024
Boosting Medical Image Classification with Segmentation Foundation Model
Pengfei Gu
Zihan Zhao
Hongxiao Wang
Yaopeng Peng
Yizhe Zhang
Nishchal Sapkota
Chaoli Wang
Benlin Liu
MedIm
VLM
143
9
0
16 Jun 2024
PP-SAM: Perturbed Prompts for Robust Adaptation of Segment Anything Model for Polyp Segmentation
Md Mostafijur Rahman
Mustafa Munir
Debesh Jha
Ulas Bagci
R. Marculescu
VLM
156
2
0
27 May 2024
How to build the best medical image segmentation algorithm using foundation models: a comprehensive empirical study with Segment Anything Model
Han Gu
Haoyu Dong
Jichen Yang
Maciej A. Mazurowski
MedIm
VLM
372
42
0
15 Apr 2024
Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding
Zhiheng Cheng
Qingyue Wei
Hongru Zhu
Yan Wang
Liangqiong Qu
Wei Shao
Yuyin Zhou
MedIm
202
60
0
27 Mar 2024
SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts
Xian Lin
Yangyang Xiang
Zhehao Wang
Kwang-Ting Cheng
Zengqiang Yan
Li Yu
VLM
MedIm
179
7
0
20 Mar 2024
TransLandSeg: A Transfer Learning Approach for Landslide Semantic Segmentation Based on Vision Foundation Model
Changhong Hou
Junchuan Yu
Daqing Ge
Liu Yang
Laidian Xi
Yunxuan Pang
Yi Wen
130
5
0
15 Mar 2024
ProMISe: Promptable Medical Image Segmentation using SAM
Jinfeng Wang
Sifan Song
Xinkun Wang
Yiyi Wang
Yiyi Miao
Jionglong Su
S. Kevin Zhou
MedIm
241
5
0
07 Mar 2024
Polyp-DAM: Polyp segmentation via depth anything model
Zhuoran Zheng
Chen Henry Wu
Wei Wang
Yeying Jin
Xiuyi Jia
VLM
190
6
0
03 Feb 2024
Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions
Yichi Zhang
Zhenrong Shen
Rushi Jiao
VLM
MedIm
302
254
0
07 Jan 2024
Data-Centric Foundation Models in Computational Healthcare: A Survey
Yunkun Zhang
Jin Gao
Zheling Tan
Lingfeng Zhou
Kexin Ding
Mu Zhou
Shaoting Zhang
Yi Xu
AI4CE
308
34
0
04 Jan 2024
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Zdravko Marinov
Paul F. Jäger
Jan Egger
Jens Kleesiek
Rainer Stiefelhagen
252
32
0
23 Nov 2023
EviPrompt: A Training-Free Evidential Prompt Generation Method for Segment Anything Model in Medical Images
Yinsong Xu
Jiaqi Tang
Aidong Men
Qingchao Chen
VLM
MedIm
247
9
0
10 Nov 2023
Learning the What and How of Annotation in Video Object Segmentation
Thanos Delatolas
Vicky S. Kalogeiton
Dim P. Papadopoulos
VOS
195
18
0
08 Nov 2023
Text Augmented Spatial-aware Zero-shot Referring Image Segmentation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Yuchen Suo
Linchao Zhu
Yi Yang
288
20
0
27 Oct 2023
RetSeg: Retention-based Colorectal Polyps Segmentation Network
Khaled Elkarazle
V. Raman
Caslon Chua
P. Then
MedIm
ViT
500
3
0
09 Oct 2023
Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Yiming Zhang
Tianang Leng
Kun Han
Xiaohui Xie
374
29
0
31 Aug 2023
SAM-PARSER: Fine-tuning SAM Efficiently by Parameter Space Reconstruction
AAAI Conference on Artificial Intelligence (AAAI), 2023
Zelin Peng
Zhengqin Xu
Zhilin Zeng
Yunbo Wang
Wei Shen
228
35
0
28 Aug 2023
Full-dose Whole-body PET Synthesis from Low-dose PET Using High-efficiency Denoising Diffusion Probabilistic Model: PET Consistency Model
Medical Physics (Lancaster) (Med. Phys.), 2023
Shaoyan Pan
E. Abouei
Junbo Peng
Joshua Qian
Jacob F. Wynne
...
Chih-Wei Chang
J. Roper
J. Nye
H. Mao
Xiaofeng Yang
DiffM
MedIm
242
29
0
24 Aug 2023
CARE: A Large Scale CT Image Dataset and Clinical Applicable Benchmark Model for Rectal Cancer Segmentation
Han-Di Zhang
Wei-Ting Guo
Chenyang Qiu
Shouhong Wan
Bingbing Zou
Wanqin Wang
Peiquan Jin
166
6
0
16 Aug 2023
Polyp-SAM++: Can A Text Guided SAM Perform Better for Polyp Segmentation?
Risab Biswas
MedIm
185
28
0
12 Aug 2023
Industrial Segment Anything -- a Case Study in Aircraft Manufacturing, Intralogistics, Maintenance, Repair, and Overhaul
Keno Moenck
Arne Wendt
Philipp Prünte
Julian Koch
Arne Sahrhage
...
Falko Kähler
Dirk Holst
Martin Gomse
Thorsten Schuppstuhl
Daniel Schoepflin
VLM
227
7
0
24 Jul 2023
S
A
M
M
e
d
\mathrm{SAM^{Med}}
SA
M
Med
: A medical image annotation framework based on large vision model
Chenglong Wang
Dexuan Li
Sucheng Wang
Chengxiu Zhang
Yida Wang
Yao Xiao
Guang Yang
VLM
MedIm
225
23
0
11 Jul 2023
When SAM Meets Sonar Images
IEEE Geoscience and Remote Sensing Letters (GRSL), 2023
Lin Wang
Xiufen Ye
Liqiang Zhu
Weijie Wu
Jianguo Zhang
Huiming Xing
Chao Hu
VLM
194
20
0
25 Jun 2023
Segment Anything Model (SAM) for Radiation Oncology
Hua Zhou
Zheng Liu
Lu Zhang
Zihao Wu
Xiao-Xing Yu
...
Xiang Li
Shijie Zhao
Dajiang Zhu
Tianming Liu
Wen Liu
VLM
MedIm
291
37
0
20 Jun 2023
DeSAM: Decoupled Segment Anything Model for Generalizable Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Yifan Gao
W. Xia
Dingdu Hu
Wenkui Wang
Xin Gao
OOD
VLM
MedIm
246
49
0
01 Jun 2023
On the Robustness of Segment Anything
Yihao Huang
Yue Cao
Tianlin Li
Felix Juefei Xu
Di Lin
Ivor W.Tsang
Yang Liu
Qing Guo
AAML
VLM
232
33
0
25 May 2023
BreastSAM: A Study of Segment Anything Model for Breast Tumor Detection in Ultrasound Images
Mingzhe Hu
Yuheng Li
Xiaofeng Yang
143
19
0
21 May 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond
Chunhui Zhang
Li Liu
Yawen Cui
Guanjie Huang
Weilin Lin
Yiqian Yang
Yuehong Hu
VLM
392
127
0
14 May 2023
A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering
Chaoning Zhang
Fachrina Dewi Puspitasari
Sheng Zheng
Chenghao Li
Yu Qiao
...
Caiyan Qin
François Rameau
Lik-Hang Lee
Sung-Ho Bae
Choong Seon Hong
VLM
316
91
0
12 May 2023
An Empirical Study on the Robustness of the Segment Anything Model (SAM)
Pattern Recognition (Pattern Recogn.), 2023
Yuqing Wang
Yun Zhao
Linda R. Petzold
VLM
201
53
0
10 May 2023
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