Title
Mask-Enhanced Segment Anything Model for Tumor Lesion Semantic Segmentation Hairong Shi Songhao Han Shaofei Huang Yue Liao Guanbin Li Xiangxing Kong Hua Zhu Xiaomu Wang Si Liu MedIm 32 3 0 09 Mar 2024
Embedded Deployment of Semantic Segmentation in Medicine through Low-Resolution Inputs Erik Ostrowski Muhammad Shafique SSeg 29 0 0 08 Mar 2024
A Probabilistic Hadamard U-Net for MRI Bias Field Correction Xin Zhu Hongyi Pan Yury Velichko Adam B. Murphy Ashley Ross B. Turkbey Ahmet Enis Cetin Ulas Bagci 14 1 0 08 Mar 2024
YOLO-MED : Multi-Task Interaction Network for Biomedical Images Suizhi Huang Shalayiding Sirejiding Yuxiang Lu Yue Ding Leheng Liu Hui Zhou Hongtao Lu 43 3 0 01 Mar 2024
Towards Generalizable Tumor Synthesis Qi Chen Xiaoxi Chen Haorui Song Zhiwei Xiong Alan L. Yuille Chen Wei Zongwei Zhou MedIm 50 41 0 29 Feb 2024
FESS Loss: Feature-Enhanced Spatial Segmentation Loss for Optimizing Medical Image Analysis Charulkumar Chodvadiya Navyansh Mahla Kinshuk Gaurav Singh Kshitij S. Jadhav 26 0 0 13 Feb 2024
Beyond Strong labels: Weakly-supervised Learning Based on Gaussian Pseudo Labels for The Segmentation of Ellipse-like Vascular Structures in Non-contrast CTs Qixiang Ma Antoine Lucas Huazhong Shu A. Kaladji P. Haigron 26 0 0 05 Feb 2024
Architecture Analysis and Benchmarking of 3D U-shaped Deep Learning Models for Thoracic Anatomical Segmentation Arash Harirpoush Amir Rasoulian Marta Kersten-Oertel Yiming Xiao 3DV 6 0 0 05 Feb 2024
Combining the Strengths of Dutch Survey and Register Data in a Data Challenge to Predict Fertility (PreFer) E. Sivak Paulina Pankowska Adrienne Mendrik Tom Emery Javier Garcia-Bernardo ... Kasia Karpinska Angelica Maineri J. Mulder Malvina Nissim Gert Stulp 33 1 0 01 Feb 2024
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect Yunkang Cao Xiaohao Xu Jiangning Zhang Yuqi Cheng Xiaonan Huang Guansong Pang Weiming Shen 83 41 0 29 Jan 2024
Neighbor-Aware Calibration of Segmentation Networks with Penalty-Based Constraints Balamurali Murugesan Sukesh Adiga Vasudeva Bingyuan Liu H. Lombaert Ismail Ben Ayed Jose Dolz UQCV 42 5 0 25 Jan 2024
Fully Automated Tumor Segmentation for Brain MRI data using Multiplanner UNet S. Pandey Satyasaran Changdar Mathias Perslev Erik Dam 28 1 0 12 Jan 2024
Segmentation of Mediastinal Lymph Nodes in CT with Anatomical Priors T. Mathai Bohan Liu Ronald M. Summers 30 7 0 11 Jan 2024
Primitive Geometry Segment Pre-training for 3D Medical Image Segmentation Ryu Tadokoro Ryosuke Yamada Kodai Nakashima Ryo Nakamura Hirokatsu Kataoka 33 4 0 08 Jan 2024
Segment Anything Model for Medical Image Segmentation: Current Applications and Future Directions Yichi Zhang Zhenrong Shen Rushi Jiao VLM MedIm 28 114 0 07 Jan 2024
Continual Learning in Medical Image Analysis: A Comprehensive Review of Recent Advancements and Future Prospects Pratibha Kumari Joohi Chauhan Afshin Bozorgpour Boqiang Huang Reza Azad Dorit Merhof 55 11 0 28 Dec 2023
One Model to Rule them All: Towards Universal Segmentation for Medical Images with Text Prompts Ziheng Zhao Yao Zhang Chaoyi Wu Xiaoman Zhang Ya Zhang Yanfeng Wang Weidi Xie VLM MedIm 32 37 0 28 Dec 2023
PULASki: Learning inter-rater variability using statistical distances to improve probabilistic segmentation S. Chatterjee Franziska Gaidzik Alessandro Sciarra Hendrik Mattern G. Janiga Oliver Speck Andreas Nürnberger S. Pathiraja 49 0 0 25 Dec 2023
Testing the Segment Anything Model on radiology data J. Almeida N. M. Rodrigues Sara Silva Nickolas Papanikolaou MedIm VLM 47 1 0 20 Dec 2023
Benchmarking Pretrained Vision Embeddings for Near- and Duplicate Detection in Medical Images Tuan Truong Farnaz Khun Jush Matthias Lenga 31 2 0 12 Dec 2023
Building Universal Foundation Models for Medical Image Analysis with Spatially Adaptive Networks Lingxiao Luo Xuanzhong Chen Bingda Tang Xinsheng Chen Rong Han Chengpeng Hu Yujiang Li Ting Chen MedIm 26 2 0 12 Dec 2023
gcDLSeg: Integrating Graph-cut into Deep Learning for Binary Semantic Segmentation Hui Xie Weiyu Xu Ya Xing Wang John Buatti Xiaodong Wu SSeg 26 1 0 07 Dec 2023
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting Yankai Jiang Zhongzhen Huang Rongzhao Zhang Xiaofan Zhang Shaoting Zhang VLM 42 10 0 07 Dec 2023
Reconciling AI Performance and Data Reconstruction Resilience for Medical Imaging Alexander Ziller Tamara T. Mueller Simon Stieger Leonhard F. Feiner Johannes Brandt R. Braren Daniel Rueckert Georgios Kaissis 58 1 0 05 Dec 2023
Towards General Purpose Vision Foundation Models for Medical Image Analysis: An Experimental Study of DINOv2 on Radiology Benchmarks Mohammed Baharoon Waseem Qureshi J. Ouyang Yanwu Xu Abdulrhman Aljouie Wei Peng MedIm AI4CE 45 8 0 04 Dec 2023
Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model Zelin Peng Zhengqin Xu Zhilin Zeng Lingxi Xie Qi Tian Wei Shen 17 10 0 28 Nov 2023
View it like a radiologist: Shifted windows for deep learning augmentation of CT images E. A. Østmo Kristoffer Wickstrøm Keyur Radiya Michael C. Kampffmeyer Robert Jenssen OOD MedIm 44 0 0 25 Nov 2023
Deep Interactive Segmentation of Medical Images: A Systematic Review and Taxonomy Zdravko Marinov Paul F. Jäger Jan Egger Jens Kleesiek Rainer Stiefelhagen 38 17 0 23 Nov 2023
3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology Asma Ben Abacha Alberto Santamaría-Pang Ho Hin Lee J. Merkow Qin Cai ... Julia Gong M. Lungren Thomas Lin Noel C. F. Codella Ivan Tarapov 31 5 0 23 Nov 2023
Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend M. Woodland Austin Castelo Mais Al Taie Jessica Albuquerque Marques Silva Mohamed Eltaher ... Austin Castelo Suprateek Kundu Joshua P. Yung Ankit B. Patel Kristy K. Brock MedIm AAML 43 10 0 22 Nov 2023
Medical Image Retrieval Using Pretrained Embeddings Farnaz Khun Jush Tuan Truong Steffen Vogler Matthias Lenga 31 6 0 22 Nov 2023
Deep Learning for Vascular Segmentation and Applications in Phase Contrast Tomography Imaging Ekin Yagis S. Aslani Yashvardhan Jain Yang Zhou Shahrokh Rahmani ... M. Ackermann D. Jonigk Paul Tafforeau Peter D Lee Claire L. Walsh 42 4 0 22 Nov 2023
Leveraging Unlabeled Data for 3D Medical Image Segmentation through Self-Supervised Contrastive Learning Sanaz Karimijafarbigloo Reza Azad Yury Velichko Ulas Bagci Dorit Merhof 44 1 0 21 Nov 2023
SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks Jin Ye Junlong Cheng Jianpin Chen Zhongying Deng Tian-Xin Li ... Hui Sun Min Zhu Shaoting Zhang Junjun He Yu Qiao VLM MedIm 37 37 0 20 Nov 2023
Kandinsky Conformal Prediction: Efficient Calibration of Image Segmentation Algorithms J. Brunekreef Eric Marcus Ray Sheombarsing J. Sonke Jonas Teuwen 34 4 0 20 Nov 2023
Segment Together: A Versatile Paradigm for Semi-Supervised Medical Image Segmentation Qingjie Zeng Yutong Xie Zilin Lu Mengkang Lu Yicheng Wu Yong-quan Xia 36 3 0 20 Nov 2023
A Survey of Emerging Applications of Diffusion Probabilistic Models in MRI Yuheng Fan Hanxi Liao Shiqi Huang Yimin Luo Huazhu Fu Haikun Qi MedIm 35 18 0 19 Nov 2023
Overcoming Data Scarcity in Biomedical Imaging with a Foundational Multi-Task Model Raphael Schäfer Till Nicke Henning Höfener Annkristin Lange Dorit Merhof Friedrich Feuerhake Volkmar Schulz Johannes Lotz Fabian Kiessling VLM 22 17 0 16 Nov 2023
Slide-SAM: Medical SAM Meets Sliding Window Quan Quan Fenghe Tang Zikang Xu Heqin Zhu S.Kevin Zhou VLM MedIm 28 8 0 16 Nov 2023
Assessing Test-time Variability for Interactive 3D Medical Image Segmentation with Diverse Point Prompts Hao Li Han Liu Dewei Hu Jiacheng Wang I. Oguz 33 7 0 13 Nov 2023
3DGAUnet: 3D generative adversarial networks with a 3D U-Net based generator to achieve the accurate and effective synthesis of clinical tumor image data for pancreatic cancer Yu Shi Hannah Tang M. Baine M. A. Hollingsworth Huijing Du Dandan Zheng Chi Zhang Hongfeng Yu MedIm 11 5 0 09 Nov 2023
Continual atlas-based segmentation of prostate MRI Amin Ranem Camila González Daniel Pinto dos Santos Andreas M. Bucher Ahmed Othman Anirban Mukhopadhyay 20 4 0 01 Nov 2023
AutoCT: Automated CT registration, segmentation, and quantification Zhe Bai Abdelilah Essiari T. Perciano Kristofer E. Bouchard 19 0 0 26 Oct 2023
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 46 22 0 22 Oct 2023
EMIT-Diff: Enhancing Medical Image Segmentation via Text-Guided Diffusion Model Zheyu Zhang Lanhong Yao Bin Wang Debesh Jha Elif Keles Alpay Medetalibeyoglu Ulas Bagci MedIm 46 10 0 19 Oct 2023
An Image is Worth Multiple Words: Discovering Object Level Concepts using Multi-Concept Prompt Learning Chen Jin Ryutaro Tanno Amrutha Saseendran Tom Diethe Philip Teare 19 2 0 18 Oct 2023
A Multi-Scale Spatial Transformer U-Net for Simultaneously Automatic Reorientation and Segmentation of 3D Nuclear Cardiac Images Yangfan Ni Duo Zhang Gege Ma Lijun Lu Zhongke Huang Wentao Zhu MedIm 21 2 0 16 Oct 2023
3D TransUNet: Advancing Medical Image Segmentation through Vision Transformers Jieneng Chen Jieru Mei Xianhang Li Yongyi Lu Qihang Yu ... M. Lungren Lei Xing Le Lu Alan L. Yuille Yuyin Zhou MedIm ViT 35 36 0 11 Oct 2023
Compositional Representation Learning for Brain Tumour Segmentation Xiao Liu Antanas Kascenas Hannah I. Watson Sotirios A. Tsaftaris Alison Q. OÑeil 29 1 0 10 Oct 2023
AG-CRC: Anatomy-Guided Colorectal Cancer Segmentation in CT with Imperfect Anatomical Knowledge Rongzhao Zhang Zhian Bai Ruoying Yu Wenrao Pang Lingyun Wang Lifeng Zhu Xiaofan Zhang Huan Zhang Weiguo Hu 33 1 0 07 Oct 2023