Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images

4 January 2022

Papers citing "Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images"

50 / 423 papers shown

Title
MambaUIE&SR: Unraveling the Ocean's Secrets with Only 2.8 GFLOPs Zhihao Chen Yiyuan Ge Mamba 100 5 0 22 Apr 2024
BC-MRI-SEG: A Breast Cancer MRI Tumor Segmentation Benchmark Anthony Bilic Chen Chen OOD 64 1 0 21 Apr 2024
Automatic Cranial Defect Reconstruction with Self-Supervised Deep Deformable Masked Autoencoders Marek Wodzinski D. Hemmerling Mateusz Daniol 49 3 0 19 Apr 2024
Multi-target and multi-stage liver lesion segmentation and detection in multi-phase computed tomography scans Abdullah F. Al-Battal S. T. Duong Van Ha Tang Quang Duc Tran S. Q. Truong Chien Phan Truong Q. Nguyen Cheolhong An MedIm 46 0 0 17 Apr 2024
SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation Shehan Perera Pouyan Navard Alper Yilmaz MedIm 90 23 0 15 Apr 2024
Automatic Quantification of Serial PET/CT Images for Pediatric Hodgkin Lymphoma Patients Using a Longitudinally-Aware Segmentation Network Xin Tie Muheon Shin Changhee Lee Scott B. Perlman Zachary Huemann ... K. McCarten Adina L. Alazraki Junjie Hu Steve Y. Cho Tyler Bradshaw 126 1 0 12 Apr 2024
Prompt-driven Universal Model for View-Agnostic Echocardiography Analysis Sekeun Kim Hui Ren Peng Guo Abder-Rahman Ali Patrick Zhang Kyungsang Kim Xiang Li Quanzheng Li 64 0 0 09 Apr 2024
LATUP-Net: A Lightweight 3D Attention U-Net with Parallel Convolutions for Brain Tumor Segmentation Ebtihal J. Alwadee Xianfang Sun Yipeng Qin F. Langbein 65 8 0 09 Apr 2024
LHU-Net: A Light Hybrid U-Net for Cost-Efficient, High-Performance Volumetric Medical Image Segmentation Yousef Sadegheih Afshin Bozorgpour Pratibha Kumari Reza Azad Dorit Merhof 91 4 0 07 Apr 2024
Guidelines for Cerebrovascular Segmentation: Managing Imperfect Annotations in the context of Semi-Supervised Learning Pierre Rougé Pierre-Henri Conze Nicolas Passat Odyssée Merveille 94 0 0 02 Apr 2024
Contextual Embedding Learning to Enhance 2D Networks for Volumetric Image Segmentation Zhuoyuan Wang Dongming Sun Xiangyun Zeng Ruodai Wu Yi Wang 85 1 0 02 Apr 2024
YNetr: Dual-Encoder architecture on Plain Scan Liver Tumors (PSLT) Wen Sheng Zhong Zheng Jiajun Liu Han Lu Hanyuan Zhang Zhengyong Jiang Zhihong Zhang Daoping Zhu ViT 146 0 0 30 Mar 2024
AgileFormer: Spatially Agile Transformer UNet for Medical Image Segmentation Peijie Qiu Jin Yang Sayantan Kumar S. Ghosh Aristeidis Sotiras MedIm 107 11 0 29 Mar 2024
UltraLight VM-UNet: Parallel Vision Mamba Significantly Reduces Parameters for Skin Lesion Segmentation Renkai Wu Yinghao Liu Pengchen Liang Qing Chang Mamba 73 51 0 29 Mar 2024
$A multi-stage semi-supervised learning for ankle fracture classification on CT images$ A multi-stage semi-supervised learning for ankle fracture classification on CT images Hongzhi Liu Guicheng Li Jiacheng Nie Hui Tang Chun-Hsien Yang Qianjin Feng Hailin Xu Yang Chen MedIm 111 0 0 29 Mar 2024
Brain-Shift: Unsupervised Pseudo-Healthy Brain Synthesis for Novel Biomarker Extraction in Chronic Subdural Hematoma Baris Imre Elina Thibeau-Sutre Jorieke Reimer Kuan Kho J. Wolterink 28 0 0 28 Mar 2024
Transformers-based architectures for stroke segmentation: A review Yalda Zafari-Ghadim Essam A. Rashed M. Mabrok MedIm 69 2 0 27 Mar 2024
H2ASeg: Hierarchical Adaptive Interaction and Weighting Network for Tumor Segmentation in PET/CT Images Jinpeng Lu Jingyun Chen Linghan Cai Songhan Jiang Yongbing Zhang 43 1 0 27 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 92 12 0 25 Mar 2024
ChebMixer: Efficient Graph Representation Learning with MLP Mixer Xiaoyan Kui Haonan Yan Qinsong Li Liming Chen Beiji Zou 59 0 0 25 Mar 2024
BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval Yinda Chen Che Liu Xiaoyu Liu Rossella Arcucci Zhiwei Xiong 99 16 0 24 Mar 2024
MaskSAM: Towards Auto-prompt SAM with Mask Classification for Volumetric Medical Image Segmentation Bin Xie Hao Tang Bin Duan Dawen Cai Yan Yan Gady Agam VLM MedIm 81 0 0 21 Mar 2024
SAMCT: Segment Any CT Allowing Labor-Free Task-Indicator Prompts Xian Lin Yangyang Xiang Zhehao Wang Kwang-Ting Cheng Zengqiang Yan Li Yu VLM MedIm 69 1 0 20 Mar 2024
D-Net: Dynamic Large Kernel with Dynamic Feature Fusion for Volumetric Medical Image Segmentation Jin Yang Peijie Qiu Yichi Zhang Daniel S. Marcus Aristeidis Sotiras MedIm 80 12 0 15 Mar 2024
Attention-Enhanced Hybrid Feature Aggregation Network for 3D Brain Tumor Segmentation Z. A. Yazici Ilkay Oksuz H. K. Ekenel 72 1 0 15 Mar 2024
Biophysics Informed Pathological Regularisation for Brain Tumour Segmentation Lipei Zhang Yanqi Cheng Lihao Liu Carola-Bibiane Schönlieb Angelica I Aviles-Rivero AI4CE 89 10 0 14 Mar 2024
LaB-GATr: geometric algebra transformers for large biomedical surface and volume meshes Julian Suk Baris Imre J. Wolterink MedIm 66 8 0 12 Mar 2024
LKM-UNet: Large Kernel Vision Mamba UNet for Medical Image Segmentation Jinhong Wang Jintai Chen Danny Chen Jian Wu Mamba 118 25 0 12 Mar 2024
From Pixel to Cancer: Cellular Automata in Computed Tomography Yuxiang Lai Xiaoxi Chen Angtian Wang Alan Yuille Zongwei Zhou MedIm 87 13 0 11 Mar 2024
A Segmentation Foundation Model for Diverse-type Tumors Jianhao Xie Ziang Zhang Guibo Luo Yuesheng Zhu MedIm AI4CE 75 0 0 11 Mar 2024
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 74 4 0 09 Mar 2024
LightM-UNet: Mamba Assists in Lightweight UNet for Medical Image Segmentation Weibin Liao Yinghao Zhu Xinyuan Wang Cehngwei Pan Yasha Wang Liantao Ma Mamba 88 70 0 08 Mar 2024
MolNexTR: A Generalized Deep Learning Model for Molecular Image Recognition Yufan Chen Ching Ting Leung Yong Huang Jianwei Sun Hao Chen Hanyu Gao ViT 76 8 0 06 Mar 2024
MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection Tianxiang Chen Zi Ye Zhentao Tan Tao Gong Yue-bo Wu Qi Chu Bin Liu Nenghai Yu Jieping Ye Mamba 109 58 0 04 Mar 2024
Modality-Aware and Shift Mixer for Multi-modal Brain Tumor Segmentation Zhongzhen Huang Linda Wei Shaoting Zhang Xiaofan Zhang 153 0 0 04 Mar 2024
Enhancing Retinal Vascular Structure Segmentation in Images With a Novel Design Two-Path Interactive Fusion Module Model Rui Yang Shunpu Zhang 86 1 0 03 Mar 2024
Towards Generalizable Tumor Synthesis Qi Chen Xiaoxi Chen Haorui Song Zhiwei Xiong Alan Yuille Chen Wei Zongwei Zhou MedIm 136 46 0 29 Feb 2024
PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation Ruining Deng Quan Liu Can Cui Tianyuan Yao Jialin Yue ... Yu Wang Shilin Zhao Yucheng Tang Haichun Yang Yuankai Huo 58 10 0 29 Feb 2024
MedContext: Learning Contextual Cues for Efficient Volumetric Medical Segmentation Hanan Gani Muzammal Naseer Fahad Khan Salman Khan 65 0 0 27 Feb 2024
How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation André Ferreira Naida Solak Jianning Li Philipp Dammann Jens Kleesiek Victor Alves Jan Egger 56 15 0 27 Feb 2024
Label-efficient multi-organ segmentation with a diffusion model Yongzhi Huang Jinxin Zhu Haseeb Hassan Liyilei Su Jingyu Li Binding Huang Yun Peng Jingyu Li Jun Ma Bingding Huang DiffM MedIm 93 0 0 23 Feb 2024
The METRIC-framework for assessing data quality for trustworthy AI in medicine: a systematic review Daniel Schwabe Katinka Becker Martin Seyferth Andreas Klass Tobias Schäffter 68 27 0 21 Feb 2024
FOD-Swin-Net: angular super resolution of fiber orientation distribution using a transformer-based deep model Mateus Oliveira Da Silva C. Santana Diedre Santos do Carmo Letícia Rittner MedIm 23 4 0 19 Feb 2024
An Optimization Framework for Processing and Transfer Learning for the Brain Tumor Segmentation Tianyi Ren Ethan Honey Harshitha Rebala Abhishek Sharma Agamdeep Chopra Mehmet Kurt 70 6 0 10 Feb 2024
Masked LoGoNet: Fast and Accurate 3D Image Analysis for Medical Domain Amin Karimi Monsefi Payam Karisani Mengxi Zhou Stacey S. Choi Nathan Doble Heng Ji Srinivasan Parthasarathy R. Ramnath 96 5 0 09 Feb 2024
Mamba-ND: Selective State Space Modeling for Multi-Dimensional Data Shufan Li Harkanwar Singh Aditya Grover Mamba 173 64 0 08 Feb 2024
nnMamba: 3D Biomedical Image Segmentation, Classification and Landmark Detection with State Space Model Haifan Gong Luoyao Kang Yitao Wang Xiang Wan Haofeng Li Mamba 57 40 0 05 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 78 0 0 05 Feb 2024
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining Jiarun Liu Hao Yang Hong-Yu Zhou Yan Xi Lequan Yu ... Yong Liang Guangming Shi Shaoting Zhang Hairong Zheng Shanshan Wang Mamba 103 166 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 53 0 0 05 Feb 2024