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2004.01997
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Volumetric Attention for 3D Medical Image Segmentation and Detection
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2019
4 April 2020
Xudong Wang
Shizhong Han
Yunqiang Chen
Dashan Gao
Nuno Vasconcelos
3DPC
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Papers citing
"Volumetric Attention for 3D Medical Image Segmentation and Detection"
36 / 36 papers shown
AI-CNet3D: An Anatomically-Informed Cross-Attention Network with Multi-Task Consistency Fine-tuning for 3D Glaucoma Classification
Machine Learning for Biomedical Imaging (MLBI), 2025
Roshan Kenia
Anfei Li
Rishabh Srivastava
Kaveri A. Thakoor
3DPC
178
0
0
01 Oct 2025
The Missing Piece: A Case for Pre-Training in 3D Medical Object Detection
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Katharina Eckstein
Constantin Ulrich
Michael Baumgartner
Jessica Kächele
Dimitrios Bounias
Tassilo Wald
R. Floca
Klaus H. Maier-Hein
ViT
MedIm
228
3
0
19 Sep 2025
MOSAIC: A Multi-View 2.5D Organ Slice Selector with Cross-Attentional Reasoning for Anatomically-Aware CT Localization in Medical Organ Segmentation
Hania Ghouse
Muzammil Behzad
401
1
0
15 May 2025
Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation
Changsun Lee
Sangjoon Park
Cheong-Il Shin
Woo Hee Choi
Hyun Jeong Park
J. Lee
Jong Chul Ye
472
15
0
18 Dec 2024
Few-Shot 3D Volumetric Segmentation with Multi-Surrogate Fusion
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Meng Zheng
Benjamin Planche
Zhongpai Gao
Terrence Chen
Richard J. Radke
Ziyan Wu
402
3
0
26 Aug 2024
Medical Image Segmentation Using Directional Window Attention
Daniya Najiha Abdul Kareem
Mustansar Fiaz
Noa Novershtern
Hisham Cholakkal
ViT
MedIm
345
4
0
25 Jun 2024
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation
A. Hung
Haoxin Zheng
Kai Zhao
Xiaoxi Du
Kaifeng Pang
Qi Miao
Steven S. Raman
D. Terzopoulos
Kyunghyun Sung
3DPC
296
14
0
08 Nov 2023
BeSt-LeS: Benchmarking Stroke Lesion Segmentation using Deep Supervision
Prantik Deb
Lalith Bharadwaj Baru
Kamalaker Dadi
Bapi Raju
227
6
0
10 Oct 2023
Attention Mechanisms in Medical Image Segmentation: A Survey
Yutong Xie
Bing Yang
Qi Guan
Jianpeng Zhang
Qi Wu
Yong-quan Xia
ViT
MedIm
270
51
0
29 May 2023
Towards Simultaneous Segmentation of Liver Tumors and Intrahepatic Vessels via Cross-attention Mechanism
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Haopeng Kuang
Dingkang Yang
Shunli Wang
Xiaoying Wang
Lihua Zhang
MedIm
193
18
0
20 Feb 2023
A Survey on Causal Representation Learning and Future Work for Medical Image Analysis
Chang-Tien Lu
OOD
BDL
CML
MedIm
280
0
0
28 Oct 2022
Understanding the Tricks of Deep Learning in Medical Image Segmentation: Challenges and Future Directions
Dong Zhang
Yi Lin
Hao Chen
Zhuotao Tian
Xin Yang
Jinhui Tang
Kwang-Ting Cheng
VLM
360
19
0
21 Sep 2022
Radiomics-Guided Global-Local Transformer for Weakly Supervised Pathology Localization in Chest X-Rays
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Yan Han
G. Holste
Ying Ding
Ahmed H. Tewfik
Yifan Peng
Zinan Lin
LM&MA
ViT
381
24
0
10 Jul 2022
3D Shuffle-Mixer: An Efficient Context-Aware Vision Learner of Transformer-MLP Paradigm for Dense Prediction in Medical Volume
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Jianye Pang
Cheng Jiang
Yihao Chen
Jianbo Chang
M. Feng
Renzhi Wang
Jianhua Yao
ViT
MedIm
217
13
0
14 Apr 2022
DKMA-ULD: Domain Knowledge augmented Multi-head Attention based Robust Universal Lesion Detection
British Machine Vision Conference (BMVC), 2022
Manu Sheoran
Meghal Dani
Monika Sharma
Lovekesh Vig
201
7
0
14 Mar 2022
T-AutoML: Automated Machine Learning for Lesion Segmentation using Transformers in 3D Medical Imaging
IEEE International Conference on Computer Vision (ICCV), 2021
Dong Yang
Andriy Myronenko
Xiaosong Wang
Ziyue Xu
H. Roth
Daguang Xu
ViT
MedIm
3DV
196
28
0
15 Nov 2021
Asymmetric 3D Context Fusion for Universal Lesion Detection
Jiancheng Yang
Yi He
Kaiming Kuang
Zudi Lin
Hanspeter Pfister
Bingbing Ni
3DPC
MedIm
298
28
0
17 Sep 2021
BezierSeg: Parametric Shape Representation for Fast Object Segmentation in Medical Images
Hai-xin Chen
Yishu Deng
Bin Li
Zeqin Li
Haohua Chen
Bing-Zhong Jing
Chaofeng Li
179
5
0
02 Aug 2021
RECIST-Net: Lesion detection via grouping keypoints on RECIST-based annotation
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Cong Xie
Shilei Cao
Dong Wei
Hongyu Zhou
Kai Ma
Xianli Zhang
B. Qian
Liansheng Wang
Yefeng Zheng
206
12
0
19 Jul 2021
Recent advances and clinical applications of deep learning in medical image analysis
Xuxin Chen
Ximing Wang
Kecheng Zhang
K. Fung
T. Thai
K. Moore
Robert S. Mannel
Hong Liu
B. Zheng
Y. Qiu
OOD
490
880
0
27 May 2021
Voxel-level Siamese Representation Learning for Abdominal Multi-Organ Segmentation
Chae-Eun Lee
Minyoung Chung
Y. Shin
DRL
279
11
0
17 May 2021
MDA-Net: Multi-Dimensional Attention-Based Neural Network for 3D Image Segmentation
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
R. Gandhi
Yi Hong
113
0
0
10 May 2021
Pyramid Medical Transformer for Medical Image Segmentation
Zhuangzhuang Zhang
Weixiong Zhang
ViT
MedIm
429
57
0
29 Apr 2021
Conditional Training with Bounding Map for Universal Lesion Detection
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Han Li
Long Chen
Hu Han
S. Kevin Zhou
MedIm
AI4CE
277
11
0
23 Mar 2021
Automated liver tissues delineation techniques: A systematic survey on machine learning current trends and future orientations
Engineering applications of artificial intelligence (EAAI), 2021
Ayman Al-Kababji
F. Bensaali
S. Dakua
Yassine Himeur
350
42
0
10 Mar 2021
PA-ResSeg: A Phase Attention Residual Network for Liver Tumor Segmentation from Multi-phase CT Images
Medical Physics (Lancaster) (Med. Phys.), 2021
Yingying Xu
Ming Cai
Lanfen Lin
Yue Zhang
Hongjie Hu
...
Xiongwei Mao
Yutaro Iwamoto
Xianhua Han
Yenwei Chen
Ruofeng Tong
MedIm
158
49
0
27 Feb 2021
Medical Transformer: Gated Axial-Attention for Medical Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2021
Jeya Maria Jose Valanarasu
Poojan Oza
Ilker Hacihaliloglu
Vishal M. Patel
ViT
MedIm
546
1,338
0
21 Feb 2021
Bridging 2D and 3D Segmentation Networks for Computation Efficient Volumetric Medical Image Segmentation: An Empirical Study of 2.5D Solutions
Yichi Zhang
Qingcheng Liao
Leiting Ding
Jicong Zhang
3DV
406
134
0
13 Oct 2020
Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT
IEEE Transactions on Medical Imaging (TMI), 2020
K. Yan
Jinzheng Cai
Youjing Zheng
Adam P. Harrison
D. Jin
Youbao Tang
Yuxing Tang
Lingyun Huang
Jing Xiao
Le Lu
522
97
0
05 Sep 2020
E
2
^2
2
Net: An Edge Enhanced Network for Accurate Liver and Tumor Segmentation on CT Scans
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Youbao Tang
Yuxing Tang
Yingying Zhu
Jing Xiao
Ronald M. Summers
MedIm
230
63
0
19 Jul 2020
Bounding Maps for Universal Lesion Detection
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Han Li
Hu Han
Kevin Zhou
172
14
0
18 Jul 2020
Universal Lesion Detection by Learning from Multiple Heterogeneously Labeled Datasets
K. Yan
Jinzheng Cai
Adam P. Harrison
D. Jin
Jing Xiao
Le Lu
213
18
0
28 May 2020
Co-Heterogeneous and Adaptive Segmentation from Multi-Source and Multi-Phase CT Imaging Data: A Study on Pathological Liver and Lesion Segmentation
European Conference on Computer Vision (ECCV), 2020
Ashwin Raju
Chi-Tung Cheng
Yunakai Huo
Jinzheng Cai
Junzhou Huang
Jing Xiao
Le Lu
Chien-Han Liao
Adam P. Harrison
500
31
0
27 May 2020
AlignShift: Bridging the Gap of Imaging Thickness in 3D Anisotropic Volumes
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2020
Jiancheng Yang
Yi He
Xiaoyang Huang
Jingwei Xu
X. Ye
G. Tao
Bingbing Ni
MedIm
252
24
0
05 May 2020
Liver Segmentation in Abdominal CT Images via Auto-Context Neural Network and Self-Supervised Contour Attention
Minyoung Chung
Jingyu Lee
Jeongjin Lee
Y. Shin
MedIm
225
29
0
14 Feb 2020
The Liver Tumor Segmentation Benchmark (LiTS)
Patrick Bilic
P. Christ
Hongwei Bran Li
Eugene Vorontsov
Avi Ben-Cohen
...
L. Soler
Bram van Ginneken
H. Greenspan
Leo Joskowicz
Bjoern Menze
762
1,373
0
13 Jan 2019
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