AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder

10 June 2023

Lior Wolf

Papers citing "AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder"

47 / 47 papers shown

Title
Enhancing SAM with Efficient Prompting and Preference Optimization for Semi-supervised Medical Image Segmentation Aishik Konwer Zhijian Yang Erhan Bas Cao Xiao Prateek Prasanna Parminder Bhatia Taha A. Kass-Hout MedIm VLM 54 0 0 06 Mar 2025
EchoONE: Segmenting Multiple echocardiography Planes in One Model Jiongtong Hu Wei Zhuo Jun Cheng Yingying Liu Wufeng Xue Dong Ni 83 1 0 04 Dec 2024
A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging Guoping Xu Xiaoxue Qian H. Shao Jax Luo W. Lu You Zhang MedIm 57 1 0 25 Nov 2024
Foundation AI Model for Medical Image Segmentation Rina Bao Erfan Darzi Sheng He Chuan-Heng Hsiao M. Hussain Jingpeng Li Atle Bjornerud Ellen Grant Yangming Ou VLM LM&MA MedIm AI4MH 30 0 0 05 Nov 2024
AM-SAM: Automated Prompting and Mask Calibration for Segment Anything Model Yuchen Li Li Zhang Youwei Liang Pengtao Xie VLM 13 2 0 13 Oct 2024
On Efficient Variants of Segment Anything Model: A Survey Xiaorui Sun J. Liu H. Shen Xiaofeng Zhu Ping Hu VLM 40 4 0 07 Oct 2024
Automating MedSAM by Learning Prompts with Weak Few-Shot Supervision Mélanie Gaillochet Christian Desrosiers H. Lombaert VLM MedIm 19 1 0 30 Sep 2024
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao MedIm VLM 31 6 0 28 Sep 2024
Foundation Models for Amodal Video Instance Segmentation in Automated Driving Jasmin Breitenstein Franz Jünger Andreas Bär Tim Fingscheidt 25 1 0 21 Sep 2024
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 28 0 0 10 Sep 2024
S-SAM: SVD-based Fine-Tuning of Segment Anything Model for Medical Image Segmentation Jay N. Paranjape S. Sikder S. Swaroop Vedula Vishal M. Patel VLM MedIm 27 3 0 12 Aug 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 18 0 0 11 Jul 2024
ProtoSAM: One-Shot Medical Image Segmentation With Foundational Models Lev Ayzenberg Raja Giryes H. Greenspan VLM MedIm 21 4 0 09 Jul 2024
Lung-CADex: Fully automatic Zero-Shot Detection and Classification of Lung Nodules in Thoracic CT Images Furqan Shaukat Syed Muhammad Anwar Abhijeet Parida Van Lam M. Linguraru Mubarak Shah 16 1 0 02 Jul 2024
Generalizable Disaster Damage Assessment via Change Detection with Vision Foundation Model Kyeongjin Ahn Sungwon Han Sungwon Park Jihee Kim Sangyoon Park Meeyoung Cha 18 2 0 12 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 16 1 0 27 May 2024
Ultrasound SAM Adapter: Adapting SAM for Breast Lesion Segmentation in Ultrasound Images Zhengzheng Tu Le Gu Xixi Wang Bo Jiang MedIm 22 3 0 23 Apr 2024
Beyond Pixel-Wise Supervision for Medical Image Segmentation: From Traditional Models to Foundation Models Yuyan Shi Jialu Ma Jin Yang Shasha Wang Yichi Zhang MedIm VLM 19 2 0 20 Apr 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 Mazurowski MedIm VLM 62 10 0 15 Apr 2024
Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions Yuting He Fuxiang Huang Xinrui Jiang Yuxiang Nie Minghao Wang Jiguang Wang Hao Chen LM&MA AI4CE 71 26 0 04 Apr 2024
Segment Any Medical Model Extended Yihao Liu Jiaming Zhang Andres Diaz-Pinto Haowei Li A. Martin-Gomez Amir Kheradmand Mehran Armand VLM MedIm 20 7 0 26 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 19 0 0 20 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 31 0 0 07 Mar 2024
PolypNextLSTM: A lightweight and fast polyp video segmentation network using ConvNext and ConvLSTM Debayan Bhattacharya Konrad Reuter F. Behrendt Lennart Maack S. Grube Alexander Schlaefer 25 2 0 18 Feb 2024
Convolution Meets LoRA: Parameter Efficient Finetuning for Segment Anything Model Zihan Zhong Zhiqiang Tang Tong He Haoyang Fang Chun Yuan 33 40 0 31 Jan 2024
MatSAM: Efficient Extraction of Microstructures of Materials via Visual Large Model Changtai Li Xu Han Chao Yao Xiaojuan Ban 15 2 0 11 Jan 2024
Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions Yichi Zhang Zhenrong Shen Rushi Jiao VLM MedIm 18 109 0 07 Jan 2024
Leveraging SAM for Single-Source Domain Generalization in Medical Image Segmentation Hanhui Wang Huaize Ye Yi Xia Xueyan Zhang MedIm 10 4 0 04 Jan 2024
AI-SAM: Automatic and Interactive Segment Anything Model Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang VLM 22 3 0 05 Dec 2023
Enhancing the Reliability of Segment Anything Model for Auto-Prompting Medical Image Segmentation with Uncertainty Rectification Yichi Zhang Shiyao Hu Sijie Ren Chen Jiang Yuan-Chia Cheng Yuan Qi MedIm 10 3 0 17 Nov 2023
AdapterShadow: Adapting Segment Anything Model for Shadow Detection Lei Jie Hui Zhang VLM 19 3 0 15 Nov 2023
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentation SeungKyu Kim Hyunwoo Oh Seonghui Min Won-Ki Jeong VLM 13 2 0 16 Oct 2023
Exploring SAM Ablations for Enhancing Medical Segmentation in Radiology and Pathology Amin Ranem Niklas Babendererde Moritz Fuchs Anirban Mukhopadhyay 8 4 0 30 Sep 2023
nnSAM: Plug-and-play Segment Anything Model Improves nnUNet Performance Yunxiang Li Jing Xu Zihan Li Jing Wang You Zhang 17 20 0 29 Sep 2023
AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation Chengyin Li Prashant Khanduri Yao Qiang Rafi Ibn Sultan I. Chetty D. Zhu MedIm 60 13 0 28 Aug 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming Yang F. Khan VLM 13 116 0 25 Jul 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 18 6 0 24 Jul 2023
RSPrompter: Learning to Prompt for Remote Sensing Instance Segmentation based on Visual Foundation Model Keyan Chen Chenyang Liu Hao Chen Haotian Zhang Wenyuan Li Zhengxia Zou Z. Shi VLM 11 195 0 28 Jun 2023
Annotation-free Audio-Visual Segmentation Jinxian Liu Yu Wang Chen Ju Chaofan Ma Ya-Qin Zhang Weidi Xie VOS VLM 21 28 0 18 May 2023
UCTransNet: Rethinking the Skip Connections in U-Net from a Channel-wise Perspective with Transformer Haonan Wang Peng Cao Jiaqi Wang Osmar R. Zaiane MedIm ViT 119 692 0 09 Sep 2021
Full-Duplex Strategy for Video Object Segmentation Ge-Peng Ji Deng-Ping Fan Keren Fu Zhe Wu Jianbing Shen Ling Shao VOS 75 124 0 06 Aug 2021
Enhanced U-Net: A Feature Enhancement Network for Polyp Segmentation Krushi Patel A. Bur Guanghui Wang 90 78 0 03 May 2021
Zero-Shot Text-to-Image Generation Aditya A. Ramesh Mikhail Pavlov Gabriel Goh Scott Gray Chelsea Voss Alec Radford Mark Chen Ilya Sutskever VLM 253 4,735 0 24 Feb 2021
Making Pre-trained Language Models Better Few-shot Learners Tianyu Gao Adam Fisch Danqi Chen 241 1,898 0 31 Dec 2020
Motion-Attentive Transition for Zero-Shot Video Object Segmentation Tianfei Zhou Shunzhou Wang Yi Zhou Yazhou Yao Jianwu Li Ling Shao VOS 122 189 0 09 Mar 2020
HarDNet: A Low Memory Traffic Network P. Chao Chao-Yang Kao Yunxing Ruan Chien-Hsiang Huang Y. Lin 188 263 0 03 Sep 2019
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 420 15,438 0 02 Nov 2015