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2007.02096
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Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge
4 July 2020
Yue Sun
Kun Gao
Zhengwang Wu
Zhihao Lei
Ying Wei
Jun Ma
Xiaoping Yang
Xue Feng
Li Zhao
Trung Le Phan
Jitae Shin
T. Zhong
Yu Zhang
Lequan Yu
Caizi Li
Ramesh Basnet
M. Ahmad
M. Swamy
Wenao Ma
Qi Dou
T. Bui
Camilo Bermudez Noguera
Bennett Landman
I. Gotlib
K. Humphreys
S. Shultz
Longchuan Li
Sijie Niu
Weili Lin
V. Jewells
Gang Li
Dinggang Shen
Liwen Wang
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Papers citing
"Multi-Site Infant Brain Segmentation Algorithms: The iSeg-2019 Challenge"
30 / 30 papers shown
Brain Foundation Models with Hypergraph Dynamic Adapter for Brain Disease Analysis
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MedIm
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465
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01 May 2025
Transfer Risk Map: Mitigating Pixel-level Negative Transfer in Medical Segmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
Shutong Duan
Jingyun Yang
Yang Tan
Guoqing Zhang
Yang Li
Xiao-Ping Zhang
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183
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04 Feb 2025
Selecting the Best Sequential Transfer Path for Medical Image Segmentation with Limited Labeled Data
International Conference on Neural Information Processing (ICONIP), 2024
Jingyun Yang
Jun Wang
Guoqing Zhang
Yang Li
267
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09 Oct 2024
Automatic 8-tissue Segmentation for 6-month Infant Brains
Yilan Dong
V. Kyriakopoulou
I. Grigorescu
G. McAlonan
D. Batalle
Maria Deprez
76
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27 Aug 2024
Enhancing Generalized Fetal Brain MRI Segmentation using A Cascade Network with Depth-wise Separable Convolution and Attention Mechanism
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Xing-Ming Zhao
126
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24 May 2024
Modality-Agnostic Structural Image Representation Learning for Deformable Multi-Modality Medical Image Registration
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Zi Li
Yunhao Bai
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Wei Liu
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Yu Shi
Xiaoli Yin
Le Lu
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237
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29 Feb 2024
Disentangled Latent Energy-Based Style Translation: An Image-Level Structural MRI Harmonization Framework
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P. Yap
Hongtu Zhu
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MedIm
332
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VINNA for Neonates -- Orientation Independence through Latent Augmentations
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David Kügler
Lilla Zöllei
Martin Reuter
322
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29 Nov 2023
SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks
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Junlong Cheng
Jianpin Chen
Zhongying Deng
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Hui Sun
Min Zhu
Shaoting Zhang
Junjun He
Yu Qiao
VLM
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258
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20 Nov 2023
DeepFDR: A Deep Learning-based False Discovery Rate Control Method for Neuroimaging Data
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Hai Shu
Qiran Jia
Mony de Leon
317
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20 Oct 2023
Dual Meta-Learning with Longitudinally Generalized Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan
IEEE International Conference on Computer Vision (ICCV), 2023
Yongheng Sun
Fan Wang
Jun Shu
Haifeng Wang
Li Meng
C. Lian
129
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13 Aug 2023
A reinforcement learning approach for VQA validation: an application to diabetic macular edema grading
Tatiana Fountoukidou
Raphael Sznitman
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178
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19 Jul 2023
The STOIC2021 COVID-19 AI challenge: applying reusable training methodologies to private data
L. Boulogne
Julian Lorenz
Daniel Kienzle
Robin Schon
K. Ludwig
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C. Russ
R. Ionasec
Nikos Paragios
Bram van Ginneken
Marieke Dubois
290
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18 Jun 2023
Segment Anything Model for Medical Images?
Yuhao Huang
Yitian Zhao
Lei Mou
Huazhu Fu
Ao Chang
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Lei Li
Vicente Grau
M. Akiba
Fajin Dong
Jiang-Dong Liu
VLM
332
312
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28 Apr 2023
FAN-Net: Fourier-Based Adaptive Normalization For Cross-Domain Stroke Lesion Segmentation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Weiyi Yu
Yiming Lei
Hongming Shan
OOD
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295
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23 Apr 2023
Domain Generalization for Mammographic Image Analysis with Contrastive Learning
Zheren Li
Zhiming Cui
Lichi Zhang
Sheng Wang
Chenjin Lei
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Yajia Gu
Zaiyi Liu
Chunling Liu
Dinggang Shen
Jie‐Zhi Cheng
663
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20 Apr 2023
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation
IEEE journal of biomedical and health informatics (IEEE JBHI), 2023
Xiaofei Huang
Hongfang Gong
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MedIm
287
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MAPSeg: Unified Unsupervised Domain Adaptation for Heterogeneous Medical Image Segmentation Based on 3D Masked Autoencoding and Pseudo-Labeling
Computer Vision and Pattern Recognition (CVPR), 2023
Xuzhe Zhang
Yu-Hsun Wu
S. Entringer
H. Simhan
Jia Guo
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A. Jackowski
Haifeng Li
J. Posner
Andrew F. Laine
Yun Wang
OOD
446
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16 Mar 2023
Finding the Most Transferable Tasks for Brain Image Segmentation
IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2022
Yicong Li
Yang Tan
Jing Yang
Yang Li
Xiaoping Zhang
201
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03 Jan 2023
Uncertainty-Aware Multi-Parametric Magnetic Resonance Image Information Fusion for 3D Object Segmentation
IEEE International Symposium on Biomedical Imaging (ISBI), 2022
Cheng Li
Y. Osman
Weijian Huang
Zhen-long Xue
H. Han
Bingsheng Huang
Shanshan Wang
250
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16 Nov 2022
Fighting the scanner effect in brain MRI segmentation with a progressive level-of-detail network trained on multi-site data
M. Svanera
Mattia Savardi
A. Signoroni
Sergio Benini
L. Muckli
326
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04 Nov 2022
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration
Yiwen Li
Yunguan Fu
Iani J. M. B. Gayo
Qianye Yang
Zhe Min
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Matthew J. Clarkson
Henkjan J. Huisman
D. Barratt
V. Prisacariu
Yipeng Hu
275
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12 Sep 2022
K-UNN: k-Space Interpolation With Untrained Neural Network
Zhuoxu Cui
Seng Jia
Qingyong Zhu
Congcong Liu
Zhilang Qiu
Yuanyuan Liu
Jing Cheng
Haifeng Wang
Yanjie Zhu
Dong Liang
172
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11 Aug 2022
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
Neural Information Processing Systems (NeurIPS), 2022
Mengwei Ren
Neel Dey
Martin Styner
K. Botteron
Guido Gerig
405
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09 Jun 2022
SAN-Net: Learning Generalization to Unseen Sites for Stroke Lesion Segmentation with Self-Adaptive Normalization
Weiyi Yu
Zhizhong Huang
Junping Zhang
Hongming Shan
OOD
MedIm
263
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0
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Plug-and-play Shape Refinement Framework for Multi-site and Lifespan Brain Skull Stripping
Yunxiang Li
Ruilong Dan
Shuai Wang
Yifan Cao
Xiangde Luo
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Gangyong Jia
Huiyu Zhou
You Zhang
Yaqi Wang
Liwen Wang
189
3
0
08 Mar 2022
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Scores and Benchmarking Results
Raghav Mehta
Angelos Filos
Ujjwal Baid
C. Sako
Richard McKinley
...
Christos Davatzikos
Bjoern Menze
Spyridon Bakas
Y. Gal
Tal Arbel
UQCV
308
70
0
19 Dec 2021
WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image
Xiangde Luo
Wenjun Liao
Jianghong Xiao
Jieneng Chen
Tao Song
Xiaofan Zhang
Kang Li
Dimitris N. Metaxas
Guotai Wang
Shaoting Zhang
384
167
0
03 Nov 2021
A Systematic Collection of Medical Image Datasets for Deep Learning
Johann Li
Guangming Zhu
Cong Hua
Mingtao Feng
Basheer Bennamoun
...
Xu Xu
Lin Mei
Liang Zhang
Syed Afaq Ali Shah
Bennamoun
OOD
296
78
0
24 Jun 2021
Adversarial Discriminative Domain Adaptation
Computer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GAN
OOD
1.5K
5,165
0
17 Feb 2017
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