Segment Anything in Medical Images

24 April 2023

Papers citing "Segment Anything in Medical Images"

50 / 73 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 33 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 48 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 57 0 0 14 Apr 2025
SynthFM: Training Modality-agnostic Foundation Models for Medical Image Segmentation without Real Medical Data Sourya Sengupta Satrajit Chakrabarty Keerthi Sravan Ravi Gopal Avinash Ravi Soni MedIm 31 0 0 11 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 93 1 0 26 Mar 2025
An Attentive Representative Sample Selection Strategy Combined with Balanced Batch Training for Skin Lesion Segmentation Stephen Lloyd-Brown S. Francis Caroline Hoad Penny Gowland Karen Mullinger Andrew P. French Xin Chen 42 0 0 21 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 74 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 Mian 61 1 0 21 Feb 2025
FunduSAM: A Specialized Deep Learning Model for Enhanced Optic Disc and Cup Segmentation in Fundus Images Jinchen Yu Yongwei Nie Fei Qi Wenxiong Liao Hongmin Cai MedIm 59 0 0 10 Feb 2025
Cinepro: Robust Training of Foundation Models for Cancer Detection in Prostate Ultrasound Cineloops Mohamed Harmanani A. Jamzad Minh Nguyen Nhat To P. Wilson Zhuoxin Guo ... Peter Black Michael Leveridge R. Siemens Purang Abolmaesumi P. Mousavi 40 1 0 21 Jan 2025
Enhancing Uncertainty Estimation in Semantic Segmentation via Monte-Carlo Frequency Dropout Tal Zeevi Lawrence H. Staib J. Onofrey OOD UQCV 53 0 0 20 Jan 2025
SAM-DA: Decoder Adapter for Efficient Medical Domain Adaptation Javier Gamazo Tejero Moritz Schmid Pablo Márquez-Neila M. Zinkernagel Sebastian Wolf Raphael Sznitman MedIm 44 0 0 12 Jan 2025
PGP-SAM: Prototype-Guided Prompt Learning for Efficient Few-Shot Medical Image Segmentation Zhonghao Yan Zijin Yin Tianyu Lin Xiangzhu Zeng Kongming Liang Zhanyu Ma VLM MedIm 51 0 0 12 Jan 2025
COMPrompter: reconceptualized segment anything model with multiprompt network for camouflaged object detection Xiaoqin Zhang Zhenni Yu Li Zhao Deng-Ping Fan Guobao Xiao VLM 64 0 0 28 Nov 2024
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 104 3 0 27 Nov 2024
CellPilot Philipp Endres Valentin Koch Julia A. Schnabel Carsten Marr VLM MedIm 71 0 0 23 Nov 2024
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network Delin An Pengfei Gu Milan Sonka Chaoli Wang Danny Chen 82 1 0 21 Nov 2024
Enhancing Weakly Supervised Semantic Segmentation for Fibrosis via Controllable Image Generation Zhiling Yue Yingying Fang Liutao Yang Nikhil Baid S. Walsh Guang Yang MedIm 44 0 0 05 Nov 2024
Segment Anything for Dendrites from Electron Microscopy Zewen Zhuo I. Belevich Ville Leinonen E. Jokitalo Tarja Malm Alejandra Sierra Jussi Tohka 37 1 0 04 Nov 2024
UnSegMedGAT: Unsupervised Medical Image Segmentation using Graph Attention Networks Clustering A. M. Adityaja Saurabh J. Shigwan Nitin Kumar MedIm 34 1 0 04 Nov 2024
Benchmarking Human and Automated Prompting in the Segment Anything Model Jorge Quesada Zoe Fowler Mohammad Alotaibi Mohit Prabhushankar Ghassan AlRegib VLM 37 2 0 29 Oct 2024
Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing Runpu Wei Zijin Yin Kongming Liang Min Min Changzai Pan Gang Yu Haonan Huang Yan Liu Z. Ma 33 0 0 22 Oct 2024
REHRSeg: Unleashing the Power of Self-Supervised Super-Resolution for Resource-Efficient 3D MRI Segmentation Zhiyun Song Yue Zhao Xiaomin Li Manman Fei Xiangyu Zhao ... Chung-Hsing Yeh Qian Wang Guoyan Zheng Songtao Ai Lichi Zhang 45 1 0 14 Oct 2024
Global-Local Medical SAM Adaptor Based on Full Adaption Meng Wang Yarong Feng Yongwei Tang Tian Zhang Yuxin Liang Chao Lv MedIm 48 0 0 26 Sep 2024
PSFHS Challenge Report: Pubic Symphysis and Fetal Head Segmentation from Intrapartum Ultrasound Images Jieyun Bai Zihao Zhou Zhanhong Ou Gregor Koehler Raphael Stock ... Mei Zhong Gaowen Chen Víctor M. Campello Yaosheng Lu Karim Lekadir 34 5 0 17 Sep 2024
Evaluating Pre-trained Convolutional Neural Networks and Foundation Models as Feature Extractors for Content-based Medical Image Retrieval A. Mahbod Nematollah Saeidi Sepideh Hatamikia Ramona Woitek VLM MedIm 31 2 0 14 Sep 2024
PaveSAM Segment Anything for Pavement Distress Neema Jakisa Owor Y. Adu-Gyamfi Armstrong Aboah M. Amo-Boateng VLM 46 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
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution Mevan Ekanayake Zhifeng Chen Gary Egan Mehrtash Harandi Z. Chen SupR 32 0 0 02 Sep 2024
Multi-Scale and Detail-Enhanced Segment Anything Model for Salient Object Detection Shixuan Gao Pingping Zhang Tianyu Yan Huchuan Lu 36 14 0 08 Aug 2024
ASI-Seg: Audio-Driven Surgical Instrument Segmentation with Surgeon Intention Understanding Zhen Chen Zongmin Zhang Wenwu Guo Xingjian Luo Long Bai Jinlin Wu Hongliang Ren Hongbin Liu 41 5 0 28 Jul 2024
HICEScore: A Hierarchical Metric for Image Captioning Evaluation Zequn Zeng Jianqiao Sun Hao Zhang Tiansheng Wen Yudi Su Yan Xie Zhengjue Wang Boli Chen 49 3 0 26 Jul 2024
MedSAGa: Few-shot Memory Efficient Medical Image Segmentation using Gradient Low-Rank Projection in SAM Navyansh Mahla Annie D'souza Shubh Gupta B. Kanekar Kshitij S. Jadhav VLM MedIm 32 2 0 21 Jul 2024
Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object Detection Zhenni Yu Xiaoqin Zhang Li Zhao Yi Bin Guobao Xiao VLM 42 8 0 17 Jul 2024
SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images Weiyi Xie Nathalie Willems Shubham Patil Yang Li Mayank Kumar 54 13 0 05 Jul 2024
Embedded Visual Prompt Tuning Wenqiang Zu Shenghao Xie Qing Zhao Guoqi Li Lei Ma VLM MedIm 54 9 0 01 Jul 2024
Discriminative Hamiltonian Variational Autoencoder for Accurate Tumor Segmentation in Data-Scarce Regimes Aghiles Kebaili J. Lapuyade-Lahorgue Pierre Vera S. Ruan MedIm 37 0 0 17 Jun 2024
Feasibility of Federated Learning from Client Databases with Different Brain Diseases and MRI Modalities Felix Wagner Wentian Xu Pramit Saha Ziyun Liang Daniel Whitehouse David Menon Virginia Newcombe Natalie Voets J. A. Noble Konstantinos Kamnitsas 49 4 0 17 Jun 2024
UniUSNet: A Promptable Framework for Universal Ultrasound Disease Prediction and Tissue Segmentation Zehui Lin Zhuoneng Zhang Xindi Hu Zhifan Gao Xin Yang Yue Sun Dong Ni Tao Tan 68 0 0 03 Jun 2024
The Explanation Necessity for Healthcare AI Michail Mamalakis Héloïse de Vareilles Graham K Murray Pietro Lio J. Suckling 35 2 0 31 May 2024
Segmentation of Maya hieroglyphs through fine-tuned foundation models Fnu Shivam Megan Leight Mary Kate Kelly Claire Davis Kelsey Clodfelter Jacob Thrasher Yenumula Reddy P. Gyawali 50 0 0 26 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 36 23 0 21 May 2024
Large-Scale Multi-Center CT and MRI Segmentation of Pancreas with Deep Learning Zheyuan Zhang Elif Keles Gorkem Durak Yavuz Taktak Onkar Susladkar ... Cemal Yazici T. Tirkes B. Turkbey Michael B. Wallace Ulas Bagci OOD 25 0 0 20 May 2024
XCAT-3.0: A Comprehensive Library of Personalized Digital Twins Derived from CT Scans Lavsen Dahal Mobina Ghojoghnejad Dhrubajyoti Ghosh Yubraj Bhandari David Kim ... Kyle J. Lafata E. Abadi Ehsan Samei Joseph Y. Lo W. Paul Segars 24 0 0 18 May 2024
Semantic Segmentation Refiner for Ultrasound Applications with Zero-Shot Foundation Models Hedda Cohen Indelman Elay Dahan Angeles M. Perez-Agosto Carmit Shiran D. Shaked Nati Daniel MedIm 34 0 0 25 Apr 2024
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models G. Guo Lifu Deng A. Tandon Alex Endert Bum Chul Kwon 39 2 0 24 Apr 2024
Surgical-DeSAM: Decoupling SAM for Instrument Segmentation in Robotic Surgery Yuyang Sheng Sophia Bano Matthew J. Clarkson Mobarakol Islam 43 6 0 22 Apr 2024
Performance Evaluation of Segment Anything Model with Variational Prompting for Application to Non-Visible Spectrum Imagery Yona Falinie A. Gaus Neelanjan Bhowmik Brian K. S. Isaac-Medina T. Breckon VLM 29 2 0 18 Apr 2024
Segment Any Object Model (SAOM): Real-to-Simulation Fine-Tuning Strategy for Multi-Class Multi-Instance Segmentation Mariia Khan Yue Qiu Yuren Cong Jumana Abu-Khalaf David Suter Bodo Rosenhahn 40 4 0 16 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 43 2 0 12 Mar 2024