Segment Anything in Medical Images

24 April 2023

Papers citing "Segment Anything in Medical Images"

23 / 73 papers shown

Title
SAMDA: Leveraging SAM on Few-Shot Domain Adaptation for Electronic Microscopy Segmentation Yiran Wang Li Xiao MedIm 34 2 0 12 Mar 2024
Adapting SAM for Volumetric X-Ray Data-sets of Arbitrary Sizes Roland Gruber Steffen Rüger Thomas Wittenberg 23 2 0 09 Feb 2024
How to Efficiently Annotate Images for Best-Performing Deep Learning Based Segmentation Models: An Empirical Study with Weak and Noisy Annotations and Segment Anything Model Yixin Zhang Shen Zhao Han Gu Maciej Mazurowski VLM 43 4 0 17 Dec 2023
Zero-Shot Segmentation of Eye Features Using the Segment Anything Model (SAM) Virmarie Maquiling Sean Anthony Byrne D. Niehorster Marcus Nyström Enkelejda Kasneci VLM 57 11 0 14 Nov 2023
Learning the What and How of Annotation in Video Object Segmentation Thanos Delatolas Vicky S. Kalogeiton Dim P. Papadopoulos VOS 21 11 0 08 Nov 2023
Adapting Segment Anything Model (SAM) through Prompt-based Learning for Enhanced Protein Identification in Cryo-EM Micrographs Fei He Zhiyuan Yang Mingyue Gao Biplab Poudel Newgin Sam Ebin Sam Dhas Rajan Gyawali Ashwin Dhakal Jianlin Cheng Dong Xu 23 4 0 04 Nov 2023
Are Natural Domain Foundation Models Useful for Medical Image Classification? Joana Palés Huix Adithya Raju Ganeshan Johan Fredin Haslum Magnus P Soderberg Christos Matsoukas Kevin Smith OOD MedIm VLM 24 30 0 30 Oct 2023
Open-NeRF: Towards Open Vocabulary NeRF Decomposition Hao Zhang Fang Li Narendra Ahuja 30 11 0 25 Oct 2023
When 3D Bounding-Box Meets SAM: Point Cloud Instance Segmentation with Weak-and-Noisy Supervision Qingtao Yu Heming Du Chen Liu Xin Yu 31 6 0 02 Sep 2023
Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning Yiming Zhang Tianang Leng Kun Han Xiaohui Xie 28 18 0 31 Aug 2023
The Multi-modality Cell Segmentation Challenge: Towards Universal Solutions Jun Ma Ronald Xie Shamini Ayyadhury Cheng Ge Anubha Gupta ... Beth A. Cimini C. Zuo Oscar Bruck Gary D. Bader Bohui Wang VLM 32 36 0 10 Aug 2023
AnyStar: Domain randomized universal star-convex 3D instance segmentation Neel Dey S. M. Abulnaga Benjamin Billot Esra Abaci Turk P. E. Grant Adrian Dalca Polina Golland MedIm 39 10 0 13 Jul 2023
SAM-DA: UAV Tracks Anything at Night with SAM-Powered Domain Adaptation Changhong Fu L. Yao Haobo Zuo Guang-Zheng Zheng Jia-Yu Pan 35 15 0 03 Jul 2023
Using Unreliable Pseudo-Labels for Label-Efficient Semantic Segmentation Haochen Wang Yuchao Wang Yujun Shen Junsong Fan Yuxi Wang Zhaoxiang Zhang UQCV 37 10 0 04 Jun 2023
Annotation-free Audio-Visual Segmentation Jinxian Liu Yu Wang Chen Ju Chaofan Ma Ya Zhang Weidi Xie VOS VLM 42 28 0 18 May 2023
Segment Anything Model for Medical Images? Yuhao Huang Yitian Zhao Lei Mou Huazhu Fu Ao Chang ... Lei Li Vicente Grau M. Akiba Fajin Dong Jiang-Dong Liu VLM 80 40 0 28 Apr 2023
Segment Anything in 3D with Radiance Fields Jiazhong Cen Jiemin Fang Zanwei Zhou Chen Yang Lingxi Xie Xiaopeng Zhang Wei-Ming Shen Qi Tian 41 43 0 24 Apr 2023
Addressing Fairness Issues in Deep Learning-Based Medical Image Analysis: A Systematic Review Zikang Xu Jun Li Yongshuo Zong Han Li Qingsong Yao S. Kevin Zhou 49 15 0 27 Sep 2022
Deep Superpixel Generation and Clustering for Weakly Supervised Segmentation of Brain Tumors in MR Images Jayeon Yoo Khashayar Namdar Farzad Khalvati 21 2 0 20 Sep 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 317 7,457 0 11 Nov 2021
NeoUNet: Towards accurate colon polyp segmentation and neoplasm detection P. N. Lan N. S. An D. V. Hang D. Long T. Trung N. T. Thuy D. V. Sang 133 69 0 11 Jul 2021
MIDeepSeg: Minimally Interactive Segmentation of Unseen Objects from Medical Images Using Deep Learning Xiangde Luo Guotai Wang Tao Song Jingyang Zhang Michael Aertsen Jan Deprest Sebastien Ourselin Tom Kamiel Magda Vercauteren Shaoting Zhang 45 96 0 25 Apr 2021
EndoNet: A Deep Architecture for Recognition Tasks on Laparoscopic Videos A. P. Twinanda S. Shehata Didier Mutter J. Marescaux M. de Mathelin N. Padoy 188 842 0 09 Feb 2016