Segment Anything in Medical Images

24 April 2023

Papers citing "Segment Anything in Medical Images"

22 / 22 papers shown

Title
Rethinking Boundary Detection in Deep Learning-Based Medical Image Segmentation Yi-Mou Lin Dong-Ming Zhang X. B. Fang Yufan Chen K.-T. Cheng Hao Chen 26 0 0 06 May 2025
FACT: Foundation Model for Assessing Cancer Tissue Margins with Mass Spectrometry Mohammad Farahmand A. Jamzad Fahimeh Fooladgar Laura Connolly Martin Kaufmann Kevin Yi Mi Ren John Rudan Doug McKay Gabor Fichtinger P. Mousavi 33 0 0 15 Apr 2025
Interactivity x Explainability: Toward Understanding How Interactivity Can Improve Computer Vision Explanations Indu Panigrahi Sunnie S. Y. Kim Amna Liaqat Rohan Jinturkar Olga Russakovsky Ruth C. Fong Parastoo Abtahi FAtt HAI 52 0 0 14 Apr 2025
Flip Learning: Weakly Supervised Erase to Segment Nodules in Breast Ultrasound Yuhao Huang Ao Chang Haoran Dou X. Tao Xinrui Zhou ... Ruobing Huang Alejandro F Frangi Lingyun Bao Xin Yang Dong Ni 79 1 0 26 Mar 2025
A large-scale multicenter breast cancer DCE-MRI benchmark dataset with expert segmentations Lidia Garrucho C. Reidel Kaisar Kushibar Smriti Joshi Richard Osuala ... M. P. Starmans Fredrik Strand Oliver Díaz Laura Igual Karim Lekadir 55 5 0 24 Feb 2025
Deep learning based infrared small object segmentation: Challenges and future directions Zhengeng Yang Hongshan Yu Jianjun Zhang Qiang Tang Ajmal Saeed Mian 56 1 0 21 Feb 2025
Foundation Models in Radiology: What, How, When, Why and Why Not Magdalini Paschali Zhihong Chen Louis Blankemeier Maya Varma Alaa Youssef Christian Bluethgen C. Langlotz S. Gatidis Akshay S. Chaudhari LM&MA MedIm AI4CE 89 2 0 27 Nov 2024
PaveSAM Segment Anything for Pavement Distress Neema Jakisa Owor Y. Adu-Gyamfi Armstrong Aboah M. Amo-Boateng VLM 33 5 0 11 Sep 2024
Unleashing the Power of Generic Segmentation Models: A Simple Baseline for Infrared Small Target Detection Mingjin Zhang Chi Zhang Qiming Zhang Yunsong Li Xinbo Gao Jing Zhang VLM 30 3 0 07 Sep 2024
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images Weiyi Xie Nathalie Willems Shubham Patil Yang Li Mayank Kumar 43 13 0 05 Jul 2024
Embedded Visual Prompt Tuning Wenqiang Zu Shenghao Xie Qing Zhao Guoqi Li Lei Ma VLM MedIm 44 9 0 01 Jul 2024
The Explanation Necessity for Healthcare AI Michail Mamalakis Héloïse de Vareilles Graham K Murray Pietro Lio' J. Suckling 30 2 0 31 May 2024
BiomedParse: a biomedical foundation model for image parsing of everything everywhere all at once Theodore Zhao Yu Gu Jianwei Yang Naoto Usuyama Ho Hin Lee ... B. Piening Carlo Bifulco Mu-Hsin Wei Hoifung Poon Sheng Wang MedIm 31 22 0 21 May 2024
Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery Yuyang Sheng Sophia Bano Matthew J. Clarkson Mobarakol Islam 32 6 0 22 Apr 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 30 4 0 17 Dec 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 19 30 0 30 Oct 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 22 15 0 03 Jul 2023
Segment Anything Model for Medical Images? Yuhao Huang Yitian Zhao Lei Mou H. Fu Ao Chang ... Lei Li Vicente Grau M. Akiba Fajin Dong Jiang-Dong Liu VLM 75 29 0 28 Apr 2023
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 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 123 66 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 43 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 168 835 0 09 Feb 2016