AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation

7 August 2023

Jay N. Paranjape

Nithin Gopalakrishnan Nair

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Papers citing "AdaptiveSAM: Towards Efficient Tuning of SAM for Surgical Scene Segmentation"

29 / 29 papers shown

Title
SAM-PTx: Text-Guided Fine-Tuning of SAM with Parameter-Efficient, Parallel-Text Adapters Shayan Jalilian Abdul Bais VLM 53 0 0 31 Jul 2025
FastSmoothSAM: A Fast Smooth Method For Segment Anything Model Jiasheng Xu Yewang Chen 25 0 0 20 Jul 2025
Surgical Foundation Model Leveraging Compression and Entropy Maximization for Image-Guided Surgical Assistance Lianhao Yin O. Meireles Guy Rosman Daniela Rus 69 0 0 16 May 2025
Recent Advances in Medical Imaging Segmentation: A Survey Fares Bougourzi Abdenour Hadid OOD 134 1 0 14 May 2025
Improving SAM for Camouflaged Object Detection via Dual Stream Adapters Jiaming Liu Linghe Kong Guihai Chen 181 1 0 08 Mar 2025
S4M: Segment Anything with 4 Extreme Points A. Meyer Lorenzo Arboit Giuseppe Massimiani Francesco Brucchi Luca Emanuele Amodio Didier Mutter N. Padoy 94 0 0 07 Mar 2025
Surgical Scene Understanding in the Era of Foundation AI Models: A Comprehensive Review Ufaq Khan Umair Nawaz A. Qayyum Shazad Ashraf Muhammad Bilal Junaid Qadir 185 1 0 24 Feb 2025
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance Hallee E. Wong Jose Javier Gonzalez Ortiz John Guttag Adrian V. Dalca 185 0 0 19 Dec 2024
Continual Learning for Segment Anything Model Adaptation Jinglong Yang Yichen Wu Jun Cen Wenjian Huang Hong Wang Jianguo Zhang TTA CLL 154 1 0 09 Dec 2024
SAM-MPA: Applying SAM to Few-shot Medical Image Segmentation using Mask Propagation and Auto-prompting Jie Xu Xiaokang Li Chengyu Yue Yuanyuan Wang Yi Guo MedIm 149 3 0 26 Nov 2024
Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline Junlong Cheng Bin Fu Jin Ye Guoan Wang Tianbin Li ... Jianfei Chen Jiajian Li Yanzhou Su Min Zhu Junjun He VLM 173 10 0 19 Nov 2024
AMNCutter: Affinity-Attention-Guided Multi-View Normalized Cutter for Unsupervised Surgical Instrument Segmentation Mingyu Sheng Jianan Fan Dongnan Liu Ron Kikinis Weidong Cai 107 0 0 06 Nov 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 117 6 0 12 Aug 2024
SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation Jieming Yu An-Chi Wang Wenzhen Dong Mengya Xu Mobarakol Islam Jie Wang Long Bai Hongliang Ren VLM 110 17 0 08 Aug 2024
A Federated Learning-Friendly Approach for Parameter-Efficient Fine-Tuning of SAM in 3D Segmentation Mothilal Asokan Difei Gao Joya Chen Mike Zheng Shou FedML MedIm 111 2 0 31 Jul 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 223 30 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 199 60 0 04 Apr 2024
Deep Instruction Tuning for Segment Anything Model Xiaorui Huang Gen Luo Chaoyang Zhu Bo Tong Weihao Ye Xiaoshuai Sun Rongrong Ji VLM 145 2 0 31 Mar 2024
Segment Any Medical Model Extended Yihao Liu Kailai Li Andres Diaz-Pinto Haowei Li A. Martin-Gomez Amir Kheradmand Mehran Armand VLM MedIm 85 8 0 26 Mar 2024
Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment Anything Zijian Wu Adam Schmidt Peter Kazanzides Septimiu E. Salcudean 119 5 0 12 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 139 4 0 07 Mar 2024
Multitask Learning in Minimally Invasive Surgical Vision: A Review Oluwatosin O. Alabi Tom Vercauteren Miaojing Shi 119 6 0 16 Jan 2024
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image Hallee E. Wong Marianne Rakic John Guttag Adrian V. Dalca 149 27 0 12 Dec 2023
AI-SAM: Automatic and Interactive Segment Anything Model Yimu Pan Sitao Zhang Alison D. Gernand Jeffery A. Goldstein J. Z. Wang VLM 90 8 0 05 Dec 2023
MA-SAM: Modality-agnostic SAM Adaptation for 3D Medical Image Segmentation Cheng Chen Juzheng Miao Dufan Wu Zhiling Yan Sekeun Kim ... Lichao Sun Xiang Li Tianming Liu Pheng-Ann Heng Quanzheng Li MedIm 156 74 0 16 Sep 2023
Beyond Adapting SAM: Towards End-to-End Ultrasound Image Segmentation via Auto Prompting Xian Lin Yangyang Xiang Li Yu Zengqiang Yan MedIm 116 29 0 13 Sep 2023
On the Challenges and Perspectives of Foundation Models for Medical Image Analysis Shaoting Zhang Dimitris N. Metaxas LM&MA VLM MedIm AI4CE 158 188 0 09 Jun 2023
Artificial General Intelligence for Medical Imaging Xiang Li Lu Zhang Zihao Wu Zheng Liu Lin Zhao ... Pingkuan Yan Quanzheng Li Wen Liu Tianming Liu Dinggang Shen LM&MA AI4CE 178 47 0 08 Jun 2023
Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation Junde Wu Rao Fu Yuanpei Liu Huihui Fang Zhao-Yang Wang Yanwu Xu Yueming Jin VLM MedIm 293 576 0 25 Apr 2023