Segment Anything Model for Medical Image Analysis: an Experimental Study

20 April 2023

Papers citing "Segment Anything Model for Medical Image Analysis: an Experimental Study"

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Title
Sam2Rad: A Segmentation Model for Medical Images with Learnable Prompts Assefa Seyoum Wahd B. Felfeliyan Yuyue Zhou Shrimanti Ghosh Adam McArthur Jiechen Zhang Jacob L. Jaremko A. Hareendranathan VLM MedIm 40 1 0 10 Sep 2024
SAM2Point: Segment Any 3D as Videos in Zero-shot and Promptable Manners Ziyu Guo Renrui Zhang Xiangyang Zhu Chengzhuo Tong Peng Gao Chunyuan Li Pheng-Ann Heng VGen 3DPC 42 13 0 29 Aug 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 Lyna Zhang L. Tang MedIm 40 0 0 25 Aug 2024
Image Segmentation in Foundation Model Era: A Survey Tianfei Zhou Fei Zhang Boyu Chang Wenguan Wang Ye Yuan E. Konukoglu Daniel Cremers VLM 40 4 0 23 Aug 2024
NuSegDG: Integration of Heterogeneous Space and Gaussian Kernel for Domain-Generalized Nuclei Segmentation Zhenye Lou Qing Xu Zekun Jiang Xiangjian He Zhen Chen Yi Wang Chenxin Li Maggie M. He Wenting Duan 27 1 0 21 Aug 2024
LCE: A Framework for Explainability of DNNs for Ultrasound Image Based on Concept Discovery Weiji Kong Xun Gong Juan Wang 21 1 0 19 Aug 2024
Retrieval-augmented Few-shot Medical Image Segmentation with Foundation Models Lin Zhao Xiao Chen Eric Z. Chen Yikang Liu Terrence Chen Shanhui Sun VLM 54 5 0 16 Aug 2024
Prompt-Based Segmentation at Multiple Resolutions and Lighting Conditions using Segment Anything Model 2 Osher Rafaeli T. Svoray Roni Blushtein-Livnon Ariel Nahlieli VLM 35 10 0 13 Aug 2024
Zero-shot 3D Segmentation of Abdominal Organs in CT Scans Using Segment Anything Model 2: Adapting Video Tracking Capabilities for 3D Medical Imaging Yosuke Yamagishi S. Hanaoka Tomohiro Kikuchi Takahiro Nakao Yuta Nakamura Y. Nomura S. Miki T. Yoshikawa O. Abe 36 6 0 12 Aug 2024
SAM-FNet: SAM-Guided Fusion Network for Laryngo-Pharyngeal Tumor Detection Jia Wei Y. Li Meiyu Qiu Hongyu Chen Xiaomao Fan Wenbin Lei 22 2 0 10 Aug 2024
Novel adaptation of video segmentation to 3D MRI: efficient zero-shot knee segmentation with SAM2 A. Yu Mohsen Hariri Xuecen Zhang Mingrui Yang Vipin Chaudhary Xiaojuan Li VGen MedIm 32 4 0 08 Aug 2024
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Ankang Lu Lanyun Zhu Chaotao Ding Chunan Yu Deyi Ji Z. Li Lingyun Sun Papa Mao Ying-Dong Zang VLM MedIm 40 19 0 08 Aug 2024
Segment Anything in Medical Images and Videos: Benchmark and Deployment Jun Ma Sumin Kim Feifei Li Mohammed Baharoon Reza Asakereh Hongwei Lyu Bo Wang VLM MedIm 42 27 0 06 Aug 2024
Biomedical SAM 2: Segment Anything in Biomedical Images and Videos Zhiling Yan Weixiang Sun Rong-Er Zhou Zhengqing Yuan Kai Zhang ... Tianming Liu Quanzheng Li Xiang Li Lifang He L. Sun VLM MedIm 29 9 0 06 Aug 2024
Interactive 3D Medical Image Segmentation with SAM 2 Chuyun Shen Wenhao Li Yuhang Shi Xiangfeng Wang VLM MedIm 28 11 0 05 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 Mazurowski VLM MedIm 32 13 0 01 Aug 2024
SAM 2: Segment Anything in Images and Videos Nikhila Ravi Valentin Gabeur Yuan-Ting Hu Ronghang Hu Chaitanya K. Ryali ... Nicolas Carion Chao-Yuan Wu Ross B. Girshick Piotr Dollár Christoph Feichtenhofer VLM MLLM 31 676 0 01 Aug 2024
Robust Box Prompt based SAM for Medical Image Segmentation Yuhao Huang Xin Yang Han Zhou Yan Cao Haoran Dou Fajin Dong Dong Ni VLM MedIm 25 5 0 31 Jul 2024
GP-VLS: A general-purpose vision language model for surgery Samuel Schmidgall Joseph Cho C. Zakka W. Hiesinger LM&MA 44 5 0 27 Jul 2024
SAM2CLIP2SAM: Vision Language Model for Segmentation of 3D CT Scans for Covid-19 Detection D. Kollias Anastasios Arsenos J. Wingate Stefanos D. Kollias 26 2 0 22 Jul 2024
MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM Navyansh Mahla Annie D'souza Shubh Gupta B. Kanekar Kshitij S. Jadhav VLM MedIm 14 2 0 21 Jul 2024
ESP-MedSAM: Efficient Self-Prompting SAM for Universal Domain-Generalized Medical Image Segmentation Qing Xu Jiaxuan Li Xiangjian He Ziyu Liu Zhen Chen ... Fiseha B. Tesema W. Cheah Yi Wang Rong Qu Jonathan M. Garibaldi MedIm VLM 30 0 0 19 Jul 2024
Improving Representation of High-frequency Components for Medical Visual Foundation Models Yuetan Chu Yilan Zhang Zhongyi Han Changchun Yang Longxi Zhou Gongning Luo Chao Huang Xin Gao MedIm 32 1 0 19 Jul 2024
Cross Prompting Consistency with Segment Anything Model for Semi-supervised Medical Image Segmentation Juzheng Miao Cheng Chen Keli Zhang Jie Chuai Quanzheng Li Pheng-Ann Heng 29 7 0 07 Jul 2024
MMedAgent: Learning to Use Medical Tools with Multi-modal Agent Binxu Li Tiankai Yan Yuanting Pan Zhe Xu Jie Luo Ruiyang Ji Shilong Liu Haoyu Dong Zihao Lin Yixin Wang LM&MA 36 24 0 02 Jul 2024
Virtually Objective Quantification of in vitro Wound Healing Scratch Assays with the Segment Anything Model Katja Löwenstein Johanna Rehrl Anja Schuster Michael Gadermayr 13 0 0 02 Jul 2024
Label Anything: Multi-Class Few-Shot Semantic Segmentation with Visual Prompts Pasquale De Marinis Nicola Fanelli Raffaele Scaringi Emanuele Colonna Giuseppe Fiameni G. Vessio Giovanna Castellano MLLM VLM 16 2 0 02 Jul 2024
Embedded Visual Prompt Tuning Wenqiang Zu Shenghao Xie Qing Zhao Guoqi Li Lei Ma VLM MedIm 44 9 0 01 Jul 2024
Multimodal Data Integration for Precision Oncology: Challenges and Future Directions Huajun Zhou Fengtao Zhou Chenyu Zhao Yingxue Xu Luyang Luo Hao Chen 30 4 0 28 Jun 2024
Segment Anything Model for automated image data annotation: empirical studies using text prompts from Grounding DINO F. Mumuni A. Mumuni VLM 31 0 0 27 Jun 2024
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model Song Zhang Qingzhong Wang Junyi Liu Haoyi Xiong 42 1 0 16 Jun 2024
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation Weizhao He Yang Zhang Wei Zhuo Linlin Shen Jiaqi Yang Songhe Deng Liang Sun VLM 33 8 0 12 Jun 2024
Extending Segment Anything Model into Auditory and Temporal Dimensions for Audio-Visual Segmentation Juhyeong Seon Woobin Im Sebin Lee Jumin Lee Sung-eui Yoon 26 1 0 10 Jun 2024
The ULS23 Challenge: a Baseline Model and Benchmark Dataset for 3D Universal Lesion Segmentation in Computed Tomography M.J.J. de Grauw E.Th. Scholten E. J. Smit M.J.C.M. Rutten M. Prokop B. V. Ginneken A. Hering 3DV 30 6 0 07 Jun 2024
FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models Edoardo Arnaudo Jacopo Lungo Vaschetti Lorenzo Innocenti Luca Barco Davide Lisi V. Fissore Claudio Rossi 25 1 0 30 May 2024
SAM-E: Leveraging Visual Foundation Model with Sequence Imitation for Embodied Manipulation Junjie Zhang Chenjia Bai Haoran He Wenke Xia Zhigang Wang Bin Zhao Xiu Li Xuelong Li 35 12 0 30 May 2024
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything You Huang Zongyu Lan Liujuan Cao Xianming Lin Shengchuan Zhang Guannan Jiang Rongrong Ji VLM 21 2 0 29 May 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 24 1 0 27 May 2024
Segmentation of Maya hieroglyphs through fine-tuned foundation models Fnu Shivam Megan Leight Mary Kate Kelly Claire Davis Kelsey Clodfelter Jacob Thrasher Yenumula Reddy P. Gyawali 31 0 0 26 May 2024
XCAT-3.0: A Comprehensive Library of Personalized Digital Twins Derived from CT Scans Lavsen Dahal Mobina Ghojoghnejad Dhrubajyoti Ghosh Yubraj Bhandari David Kim ... Kyle J. Lafata E. Abadi Ehsan Samei Joseph Y. Lo W. Paul Segars 11 0 0 18 May 2024
One registration is worth two segmentations Shiqi Huang Tingfa Xu Ziyi Shen Shaheer U. Saeed Wen Yan D. Barratt Yipeng Hu 33 1 0 17 May 2024
SAM3D: Zero-Shot Semi-Automatic Segmentation in 3D Medical Images with the Segment Anything Model Trevor J. Chan Aarush Sahni Jie Li Alisha Luthra Amy Fang Alison Pouch C. Rajapakse MedIm VLM 22 1 0 10 May 2024
UnSAMFlow: Unsupervised Optical Flow Guided by Segment Anything Model Shuai Yuan Lei Luo Zhuo Hui Can Pu Xiaoyu Xiang Rakesh Ranjan D. Demandolx 24 3 0 04 May 2024
MoPEFT: A Mixture-of-PEFTs for the Segment Anything Model Rajat Sahay Andreas E. Savakis MoE 25 0 0 01 May 2024
Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models Hedda Cohen Indelman Elay Dahan Angeles M. Perez-Agosto Carmit Shiran D. Shaked Nati Daniel MedIm 21 0 0 25 Apr 2024
Does SAM dream of EIG? Characterizing Interactive Segmenter Performance using Expected Information Gain Kuan-I Chung Daniel Moyer VLM 16 0 0 24 Apr 2024
Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound Images Zhengzheng Tu Le Gu Xixi Wang Bo Jiang MedIm 35 3 0 23 Apr 2024
Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery Yona Falinie A. Gaus Neelanjan Bhowmik Brian K. S. Isaac-Medina T. Breckon VLM 19 2 0 18 Apr 2024
Global Counterfactual Directions Bartlomiej Sobieski P. Biecek DiffM 56 5 0 18 Apr 2024
Post-Training Network Compression for 3D Medical Image Segmentation: Reducing Computational Efforts via Tucker Decomposition Tobias Weber Jakob Dexl David Rügamer Michael Ingrisch MedIm 32 2 0 15 Apr 2024