Title
OneSeg: Self-learning and One-shot Learning based Single-slice Annotation for 3D Medical Image Segmentation YiXuan Wu B. Zheng Jintai Chen Danny Chen Jian Wu 54 1 0 24 Sep 2023
Tackling the Incomplete Annotation Issue in Universal Lesion Detection Task By Exploratory Training Xiaoyu Bai Benteng Ma Changyang Li Yong-quan Xia 114 0 0 23 Sep 2023
FourierLoss: Shape-Aware Loss Function with Fourier Descriptors Mehmet Bahadir Erden Selahattin Cansiz Onur Çakı Haya Khattak D. Etiz M. Yakar K. Duruer Berke Barut Cigdem Demir OOD MedIm 41 0 0 21 Sep 2023
Efficient and Accurate Mapping of Subsurface Anatomy via Online Trajectory Optimization for Robot Assisted Surgery Brian Y. Cho Alan Kuntz 32 1 0 18 Sep 2023
Domain Generalization with Fourier Transform and Soft Thresholding Hongyi Pan Bin Wang Zheyuan Zhan Xin Zhu Debesh Jha Ahmet Enis Cetin C. Spampinato Ulas Bagci OOD 46 1 0 18 Sep 2023
Two-Stage Hybrid Supervision Framework for Fast, Low-resource, and Accurate Organ and Pan-cancer Segmentation in Abdomen CT Wentao Liu Tong Tian Weijing Xu Lemeng Wang Haoyuan Li Huihua Yang 39 1 0 11 Sep 2023
RR-CP: Reliable-Region-Based Conformal Prediction for Trustworthy Medical Image Classification Yizhe Zhang Shuo Wang Yejia Zhang Da Chen MedIm 83 5 0 09 Sep 2023
A-Eval: A Benchmark for Cross-Dataset Evaluation of Abdominal Multi-Organ Segmentation Ziyan Huang Zhongying Deng Jin Ye Haoyu Wang Yan-Cheng Su ... Junjun He Yun Gu Shaoting Zhang Lixu Gu Yu Qiao ELM 67 3 0 07 Sep 2023
Kidney abnormality segmentation in thorax-abdomen CT scans Gabriel Efrain Humpire Mamani Nikolas Lessmann E. Scholten Mathias Prokop Colin Jacobs Bram van Ginneken 58 1 0 06 Sep 2023
A Survey of the Impact of Self-Supervised Pretraining for Diagnostic Tasks with Radiological Images Blake Vanberlo Jesse Hoey Alexander Wong SSL LM&MA 91 2 0 05 Sep 2023
Towards Optimal Patch Size in Vision Transformers for Tumor Segmentation Ramtin Mojtahedi M. Hamghalam Richard K G Do Amber L. Simpson ViT MedIm 61 7 0 31 Aug 2023
MedShapeNet -- A Large-Scale Dataset of 3D Medical Shapes for Computer Vision Jianning Li Zongwei Zhou Jiancheng Yang Antonio Pepe Christina Schwarz-Gsaxner ... B. Puladi Pascal Fua Alan Yuille Jens Kleesiek Jan Egger MedIm 3DH 136 35 0 30 Aug 2023
Attention-based CT Scan Interpolation for Lesion Segmentation of Colorectal Liver Metastases M. Hamghalam Richard K G Do Amber L. Simpson MedIm 69 4 0 30 Aug 2023
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration Ran Liu Sahil Khose Jingyun Xiao Lakshmi Sathidevi Keerthan Ramnath Z. Kira Eva L. Dyer 134 4 0 28 Aug 2023
Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics Zhuohang Li Chao Yan Xinmeng Zhang Gharib Gharibi Zhijun Yin Xiaoqian Jiang B. Malin FedML 48 12 0 21 Aug 2023
LesionMix: A Lesion-Level Data Augmentation Method for Medical Image Segmentation Berke Doga Basaran Weitong Zhang Mengyun Qiao Bernhard Kainz Paul M. Matthews Wenjia Bai MedIm 59 7 0 17 Aug 2023
CARE: A Large Scale CT Image Dataset and Clinical Applicable Benchmark Model for Rectal Cancer Segmentation Han-Di Zhang Wei-Ting Guo Chenyang Qiu Shouhong Wan Bingbing Zou Wanqin Wang Peiquan Jin 56 5 0 16 Aug 2023
Unleashing the Strengths of Unlabeled Data in Pan-cancer Abdominal Organ Quantification: the FLARE22 Challenge Jun Ma Yu Zhang Song Gu Cheng Ge Shih-Ya Ma ... Qiongjie Zhu Guoqiang Dong Jian He the Flare Challenge Consortium Bohui Wang 78 70 0 10 Aug 2023
SLPT: Selective Labeling Meets Prompt Tuning on Label-Limited Lesion Segmentation Fan Bai K. Yan Xiaoyu Bai Xinyu Mao Xiaoli Yin Jingren Zhou Yu Shi Le Lu Max Q.-H. Meng VLM 54 2 0 09 Aug 2023
Redesigning Out-of-Distribution Detection on 3D Medical Images A. Vasiliuk Daria Frolova Mikhail Belyaev B. Shirokikh OOD 56 5 0 07 Aug 2023
L3DMC: Lifelong Learning using Distillation via Mixed-Curvature Space Kaushik Roy Peyman Moghadam Mehrtash Harandi 91 7 0 31 Jul 2023
AC-Norm: Effective Tuning for Medical Image Analysis via Affine Collaborative Normalization Chuyan Zhang Yuncheng Yang Hao Zheng Yun Gu 117 0 0 28 Jul 2023
Foundational Models Defining a New Era in Vision: A Survey and Outlook Muhammad Awais Muzammal Naseer Salman Khan Rao Muhammad Anwer Hisham Cholakkal M. Shah Ming-Hsuan Yang Fahad Shahbaz Khan VLM 146 127 0 25 Jul 2023
Learning Transferable Object-Centric Diffeomorphic Transformations for Data Augmentation in Medical Image Segmentation Nilesh Kumar P. Gyawali S. Ghimire Linwei Wang MedIm 48 1 0 25 Jul 2023
Liver Tumor Screening and Diagnosis in CT with Pixel-Lesion-Patient Network K. Yan Xiaoli Yin Yingda Xia Fakai Wang Shu Wang ... Xiaoyu Bai Jingren Zhou Ling Zhang Le Lu Yu Shi MedIm 133 6 0 17 Jul 2023
3D Medical Image Segmentation based on multi-scale MPU-Net Zeqiu Yu Shuo Han Ziheng Song 3DV 43 3 0 11 Jul 2023
$$\mathrm{SAM^{Med}}$: A medical image annotation framework based on large vision model$ $\mathrm{SAM^{Med}}$ : A medical image annotation framework based on large vision model Chenglong Wang Dexuan Li Sucheng Wang Chengxiu Zhang Yida Wang Yun-Hui Liu Guang Yang VLM MedIm 75 19 0 11 Jul 2023
MDViT: Multi-domain Vision Transformer for Small Medical Image Segmentation Datasets Siyi Du Nourhan Bayasi Ghassan Hamarneh Rafeef Garbi ViT 77 20 0 05 Jul 2023
The KiTS21 Challenge: Automatic segmentation of kidneys, renal tumors, and renal cysts in corticomedullary-phase CT N. Heller Fabian Isensee D. Trofimova R. Tejpaul Zhongchen Zhao ... Susan Austin M. Austin S. Regmi Nikolaos Papanikolopoulos C. Weight 82 73 0 05 Jul 2023
Inter-Rater Uncertainty Quantification in Medical Image Segmentation via Rater-Specific Bayesian Neural Networks Qingqiao Hu Hao Wang Jing Luo Yuan Luo Z. Zhangg Jan S. Kirschke Benedikt Wiestler Bjoern Menze Jianguo Zhang Hongwei Bran Li UQCV 79 2 0 28 Jun 2023
A Cascaded Approach for ultraly High Performance Lesion Detection and False Positive Removal in Liver CT Scans Fakai Wang Chi-Tung Cheng Chien-Wei Peng K. Yan Min Wu Le Lu Chien-Hung Liao Ling Zhang MedIm 64 4 0 28 Jun 2023
MedLSAM: Localize and Segment Anything Model for 3D CT Images Wenhui Lei Xu Wei Xiaofan Zhang Kang Li Shaoting Zhang MedIm 93 3 0 26 Jun 2023
Regular SE(3) Group Convolutions for Volumetric Medical Image Analysis T. Kuipers Erik J. Bekkers 62 5 0 24 Jun 2023
3DSAM-adapter: Holistic Adaptation of SAM from 2D to 3D for Promptable Medical Image Segmentation Shizhan Gong Yuan Zhong Wenao Ma Jinpeng Li Zhao Wang Jingyang Zhang Pheng-Ann Heng Qi Dou MedIm 51 80 0 23 Jun 2023
LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching D. M. Nguyen Hoang Nguyen Nghiem Tuong Diep Tan Ngoc Pham T. Cao ... Nhat Ho Shadi Albarqouni P. Xie Daniel Sonntag Mathias Niepert VLM MedIm 142 55 0 20 Jun 2023
BMAD: Benchmarks for Medical Anomaly Detection Jinan Bao Hanshi Sun Hanqiu Deng Yinsheng He Zhaoxiang Zhang Xingyu Li MedIm 94 32 0 20 Jun 2023
The Impact of ChatGPT and LLMs on Medical Imaging Stakeholders: Perspectives and Use Cases Jiancheng Yang Hongwei Bran Li D. Wei LM&MA MedIm AI4MH 38 29 0 11 Jun 2023
Federated Learning for Medical Image Analysis: A Survey Hao Guan Pew-Thian Yap Andrea Bozoki Mingxia Liu FedML OOD 126 140 0 09 Jun 2023
TEC-Net: Vision Transformer Embrace Convolutional Neural Networks for Medical Image Segmentation Rui Sun Tao Lei Xiaogang Du Y. Wan Yong-quan Xia Asoke K. Nandi ViT MedIm 24 6 0 07 Jun 2023
Instructive Feature Enhancement for Dichotomous Medical Image Segmentation Lian Liu Hangyu Zhou Jiongquan Chen Sijing Liu Wenlong Shi Dong Ni Deng-Ping Fan Xin Yang 62 5 0 06 Jun 2023
Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation Yunhe Gao Zhuowei Li Di Liu Mu Zhou Shaoting Zhang Dimitris N. Metaxas MedIm 98 13 0 04 Jun 2023
Continual Learning for Abdominal Multi-Organ and Tumor Segmentation Yixiao Zhang Xinyi Li Huimiao Chen Alan Yuille Yaoyao Liu Zongwei Zhou CLL 102 36 0 01 Jun 2023
Attention Mechanisms in Medical Image Segmentation: A Survey Yutong Xie Bing Yang Qi Guan Jianpeng Zhang Qi Wu Yong-quan Xia ViT MedIm 76 19 0 29 May 2023
AbdomenAtlas-8K: Annotating 8,000 CT Volumes for Multi-Organ Segmentation in Three Weeks Chongyu Qu Tiezheng Zhang Hualin Qiao Jie Liu Yucheng Tang Alan Yuille Zongwei Zhou 130 39 0 16 May 2023
AI in the Loop -- Functionalizing Fold Performance Disagreement to Monitor Automated Medical Image Segmentation Pipelines H. Gottlich P. Korfiatis Adriana V. Gregory Timothy Kline 50 0 0 15 May 2023
Semantic Segmentation using Vision Transformers: A survey Hans Thisanke Chamli Deshan K. Chamith Sachith Seneviratne Rajith Vidanaarachchi Damayanthi Herath ViT 87 159 0 05 May 2023
Rethinking Boundary Detection in Deep Learning Models for Medical Image Segmentation Yi Lin Dong Zhang Xiao Fang Yufan Chen Kwang-Ting Cheng Hao Chen ViT MedIm 102 29 0 01 May 2023
SAM on Medical Images: A Comprehensive Study on Three Prompt Modes D. Cheng Ziyuan Qin Zekun Jiang Shaoting Zhang Qicheng Lao Kang Li MedIm VLM 95 106 0 28 Apr 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 146 84 0 28 Apr 2023
Zero-shot Unsupervised Transfer Instance Segmentation Gyungin Shin Samuel Albanie Weidi Xie ISeg VLM 140 5 0 27 Apr 2023