CVPR 2024 Workshop MedSAMonLaptop Submissions

LiteMedSAM with Low-Rank Adaptation and Multi-Box Efficient Inference for Medical Image Segmentation
Wentao Liu, weijin xu, Ruifeng Bian, Haoyuan Li, Tong Tian
- 31 May 2024 (modified: 11 Oct 2024)
- Submitted to CVPR24 MedSAMonLaptop
- Readers: Everyone
Swin-LiteMedSAM: A Lightweight Box-Based Segment Anything Model for Large-Scale Medical Image Datasets
Ruochen Gao, Donghang Lyu, Marius Staring
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
Rep-MedSAM: Towards Real-time and Universal Medical Image Segmentation
Muxin Wei, Shuqing Chen, Silin Wu, Dabin Xu
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
MedficientSAM: A Robust Medical Segmentation Model with Optimized Inference Pipeline for Limited Clinical Settings
Bao-Hiep Le, Dang-Khoa Nguyen-Vu, Trong-Hieu Nguyen-Mau, Hai-Dang Nguyen, Minh-Triet Tran
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
Efficient and Robust Medical Image Segmentation Using Lightweight ViT-Tiny based SAM and Model Quantization
Lei Yu
- 31 May 2024 (modified: 11 Oct 2024)
- Submitted to CVPR24 MedSAMonLaptop
- Readers: Everyone
Lite Class-prompt Tiny-VIT for Multi-Modality Medical Image Segmentation
Haotian Guan, Bingze Dai, Jiajing Zhang
- 31 May 2024 (modified: 11 Oct 2024)
- Submitted to CVPR24 MedSAMonLaptop
- Readers: Everyone
RepMedSAM: Segment Anything in Medical Images with Lightweight CNN
Zehan Zhang, Rui Huang, Ning Huang
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
Gray’s Anatomy for Segment Anything Model: Optimizing Grayscale Medical Images for Fast and Lightweight Segmentation
YoungHwan Choi, In Kyu Lee, Jonghoe Ku
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
Segment Anything in Medical Images with nnUNet
Raphael Stock, Yannick Kirchhoff, Maximilian Rouven Rokuss, Ashis Ravindran, Klaus Maier-Hein
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
Reproducibility Analysis: Reproduce the Top One Team Results
Zhi Li, YAQI WANG, Shuai Wang
- 31 May 2024 (modified: 11 Oct 2024)
- Submitted to CVPR24 MedSAMonLaptop
- Readers: Everyone
Filters, Thresholds, and Geodesic Distances for Scribble-based Interactive Segmentation of Medical Images
Zdravko Marinov, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
RepViT-MedSAM: Efficient Segment Anything in the Medical Images
Muhammad Qasim Ali, Alexander Wong, Yuhao Chen
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
Efficient Quantization-Aware Training on Segment Anything Model in Medical Images and Its Deployment
Haisheng Lu, Yujie Fu, Fan Zhang, Le Zhang
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
Modality-Specific Strategies for Medical Image Segmentation using Lightweight SAM Architectures
Thuy Thanh Dao, Xincheng Ye, Joshua Scarsbrook, Gowrienanthan Balarupan, Fernanda Lenita Ribeiro, Steffen Bollmann
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
DAFT: Data-Aware Fine-Tuning of Foundation Models for Efficient and Effective Medical Image Segmentation
Alexander Pfefferle, Lennart Purucker, Frank Hutter
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
SwiftMedSAM: An Ultra-Lightweight Prompt-based Universal Medical Image Segmentation Model for Highly Constrained Environments
Youngbin Kong, Kwangtai Kim, Seoi Jeong, Kyu Eun Lee, HyounJoong Kong
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
Taking a Step Back: Revisiting Classical Approaches for Efficient Interactive Segmentation of Medical Images
Zdravko Marinov, Alexander Jaus, Jens Kleesiek, Rainer Stiefelhagen
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
A Light-weight Universal Medical Segmentation Network for Laptops Based on Knowledge Distillation
SONGXIAO YANG, Yizhou Li, Ye Chen, Zhuofeng Wu, Masatoshi Okutomi
- Published: 11 Oct 2024, Last Modified: 11 Oct 2024
- CVPR24 MedSAMonLaptop
- Readers: Everyone
OneSAM: Modality-agnostic for segment anything model in medical images
CVPR 2024 Workshop MedSAMonLaptop Submission1 Authors
- 24 May 2024 (modified: 15 Apr 2025)
- CVPR 2024 Workshop MedSAMonLaptop Withdrawn Submission
- Readers: Everyone