Title
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Category Guided Attention Network for Brain Tumor Segmentation in MRI Jiangyun Li Hong Yu Chen Chen Meng Ding Sen Zha 43 14 0 29 Mar 2022
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ME-Net: Multi-Encoder Net Framework for Brain Tumor Segmentation Wenbo Zhang Guang Yang He Huang Weiji Yang Xiaomei Xu Yongkai Liu Xiaobo Lai 59 105 0 21 Mar 2022
Slice Imputation: Intermediate Slice Interpolation for Anisotropic 3D Medical Image Segmentation Zhaotao Wu Jia Wei Jiabing Wang Rui Li 50 4 0 21 Mar 2022
On-the-Fly Test-time Adaptation for Medical Image Segmentation Jeya Maria Jose Valanarasu Pengfei Guo VS Vibashan Vishal M. Patel OOD 65 30 0 10 Mar 2022
Artificial Intelligence Solution for Effective Treatment Planning for Glioblastoma Patients Vikram Goddla 53 0 0 09 Mar 2022
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Diffusion Models for Medical Anomaly Detection J. Wolleb Florentin Bieder Robin Sandkühler Philippe C. Cattin MedIm DiffM 121 282 0 08 Mar 2022
Constrained unsupervised anomaly segmentation Julio Silva-Rodríguez Valery Naranjo Jose Dolz 67 25 0 03 Mar 2022
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Shape constrained CNN for segmentation guided prediction of myocardial shape and pose parameters in cardiac MRI Sofie Tilborghs J. Bogaert F. Maes 67 6 0 02 Mar 2022
A Neural Ordinary Differential Equation Model for Visualizing Deep Neural Network Behaviors in Multi-Parametric MRI based Glioma Segmentation Zhenyu Yang Zongsheng Hu H. Ji Kyle J. Lafata Scott Floyd F. Yin Cong Wang 46 14 0 01 Mar 2022
Uncertainty categories in medical image segmentation: a study of source-related diversity Luke Whitbread M. Jenkinson UD UQCV 92 3 0 01 Mar 2022
Transformers in Medical Image Analysis: A Review Kelei He Chen Gan Zhuoyuan Li I. Rekik Zihao Yin Wen Ji Yang Gao Qian Wang Junfeng Zhang Dinggang Shen ViT MedIm 134 278 0 24 Feb 2022
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HNF-Netv2 for Brain Tumor Segmentation using multi-modal MR Imaging Haozhe Jia Chao Bai Weidong (Tom) Cai Heng-Chiao Huang Yong-quan Xia 69 12 0 10 Feb 2022
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TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images Jiangyun Li Wenxuan Wang Chen Chen Tianxiang Zhang Sen Zha Jing Wang Hong Yu ViT MedIm 126 25 0 30 Jan 2022
Transformers in Medical Imaging: A Survey Fahad Shamshad Salman Khan Syed Waqas Zamir Muhammad Haris Khan Munawar Hayat Fahad Shahbaz Khan Huazhu Fu ViT LM&MA MedIm 197 712 0 24 Jan 2022
Modality Bank: Learn multi-modality images across data centers without sharing medical data Qi Chang Hui Qu Zhennan Yan Yunhe Gao L. Baskaran Dimitris N. Metaxas MedIm 51 4 0 22 Jan 2022
ViTBIS: Vision Transformer for Biomedical Image Segmentation Abhinav Sagar ViT MedIm 101 20 0 15 Jan 2022
Swin Transformer for Fast MRI Jiahao Huang Yingying Fang Yinzhe Wu Huanjun Wu Zhifan Gao Yang Li Javier Del Ser Jun Xia Guang Yang ViT OOD 83 149 0 10 Jan 2022
MyoPS: A Benchmark of Myocardial Pathology Segmentation Combining Three-Sequence Cardiac Magnetic Resonance Images Lei Li Fuping Wu Sihan Wang Xinzhe Luo Carlos Martín-Isla ... Guocai Liu Yong-quan Xia Guotai Wang Sergio Escalera Xiahai Zhuang 93 38 0 10 Jan 2022
CrossMoDA 2021 challenge: Benchmark of Cross-Modality Domain Adaptation techniques for Vestibular Schwannoma and Cochlea Segmentation Reuben Dorent Aaron Kujawa M. Ivory Spyridon Bakas Nicola Rieke ... Kai Yao Li Zhang Sebastien Ourselin J. Shapey Tom Vercauteren OOD 80 84 0 08 Jan 2022
Swin UNETR: Swin Transformers for Semantic Segmentation of Brain Tumors in MRI Images Ali Hatamizadeh V. Nath Yucheng Tang Dong Yang H. Roth Daguang Xu ViT MedIm 163 1,164 0 04 Jan 2022
Generalized Wasserstein Dice Loss, Test-time Augmentation, and Transformers for the BraTS 2021 challenge Lucas Fidon Suprosanna Shit Ivan Ezhov Johannes C. Paetzold Sébastien Ourselin Tom Vercauteren ViT MedIm 64 9 0 24 Dec 2021
Deep Neuroevolution Squeezes More out of Small Neural Networks and Small Training Sets: Sample Application to MRI Brain Sequence Classification J. Stember H. Shalu MedIm 24 6 0 24 Dec 2021
On the relationship between calibrated predictors and unbiased volume estimation Teodora Popordanoska J. Bertels Dirk Vandermeulen F. Maes Matthew B. Blaschko 70 13 0 23 Dec 2021
Deep learning for brain metastasis detection and segmentation in longitudinal MRI data Yixing Huang Christoph Bert P. Sommer Benjamin Frey U. Gaipl ... Manuel Schmidt Arnd Dörfler Andreas Maier R. Fietkau F. Putz 100 44 0 22 Dec 2021
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ASC-Net: Unsupervised Medical Anomaly Segmentation Using an Adversarial-based Selective Cutting Network Raunak Dey Wenbo Sun Haibo Xu Yi Hong 50 0 0 16 Dec 2021
The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients Bhakti Baheti Satrajit Chakrabarty H. Akbari Michel Bilello Benedikt Wiestler ... Christos Davatzikos Aristeidis Sotiras Bjoern Menze Spyridon Bakas Diana Waldmannstetter 97 45 0 13 Dec 2021
Extending nn-UNet for brain tumor segmentation Huan Minh Luu Sung-Hong Park 57 104 0 09 Dec 2021
Diffusion Models for Implicit Image Segmentation Ensembles J. Wolleb Robin Sandkühler Florentin Bieder Philippe Valmaggia Philippe C. Cattin DiffM MedIm VLM 226 276 0 06 Dec 2021