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1908.00748
Cited By
Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization
2 August 2019
Christian Payer
Darko Štern
Horst Bischof
M. Urschler
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Papers citing
"Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization"
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EXR: An Interactive Immersive EHR Visualization in Extended Reality
International Conference Industrial Revolution (ICIR), 2025
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Shaun Q. Y. Tan
Jieru Li
Andrew Hornback
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...
Jason Woloff
Joshua M. Pahys
Steven W. Hwang
Coleman Hilton
May D. Wang
205
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Semantic-aware Random Convolution and Source Matching for Domain Generalization in Medical Image Segmentation
Franz Thaler
M. Urschler
Mateusz Kozinski
M. Gsell
Gernot Plank
Darko Štern
OOD
MedIm
346
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MedSapiens: Taking a Pose to Rethink Medical Imaging Landmark Detection
Marawan Elbatel
Anbang Wang
Keyuan Liu
Kaouther Mouheb
Enrique Almar-Munoz
Lizhuo Lin
Yanqi Yang
Karim Lekadir
Xiaomeng Li
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237
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06 Nov 2025
Advances in Medical Image Segmentation: A Comprehensive Survey with a Focus on Lumbar Spine Applications
Computers in Biology and Medicine (Comput. Biol. Med.), 2025
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Ghada Khoriba
Mina Yousef
Essam A. Rashed
191
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01 Oct 2025
Augmentation-based Domain Generalization and Joint Training from Multiple Source Domains for Whole Heart Segmentation
Franz Thaler
Darko Štern
Gernot Plank
M. Urschler
OOD
193
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06 Aug 2025
LA-CaRe-CNN: Cascading Refinement CNN for Left Atrial Scar Segmentation
Franz Thaler
Darko Štern
Gernot Plank
M. Urschler
161
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06 Aug 2025
Reliability of deep learning models for anatomical landmark detection: The role of inter-rater variability
Soorena Salari
H. Rivaz
Yiming Xiao
403
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26 Nov 2024
Synthetic Augmentation for Anatomical Landmark Localization using DDPMs
Arnela Hadzic
Lea Bogensperger
Simon Johannes Joham
M. Urschler
MedIm
379
3
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16 Oct 2024
Multi-Source and Multi-Sequence Myocardial Pathology Segmentation Using a Cascading Refinement CNN
Franz Thaler
Darko Stern
Gernot Plank
Martin Urschler
199
1
0
19 Sep 2024
FM-OSD: Foundation Model-Enabled One-Shot Detection of Anatomical Landmarks
Juzheng Miao
Cheng Chen
Keli Zhang
Jie Chuai
Quanzheng Li
Pheng-Ann Heng
264
4
0
07 Jul 2024
Cephalometric Landmark Detection across Ages with Prototypical Network
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2024
Han Wu
Chong Wang
Lanzhuju Mei
Tong Yang
Min Zhu
Dingggang Shen
Zhiming Cui
241
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0
18 Jun 2024
Automatic Ultrasound Curve Angle Measurement via Affinity Clustering for Adolescent Idiopathic Scoliosis Evaluation
Expert systems with applications (ESWA), 2024
Yihao Zhou
T. Lee
K. Lai
Chonglin Wu
Hin Ting Lau
...
Shing-Chow Chan
W. Chu
J. C. Cheng
Tsz-Ping Lam
Yongping Zheng
250
4
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06 May 2024
Rethinking Self-training for Semi-supervised Landmark Detection: A Selection-free Approach
Haibo Jin
Haoxuan Che
Hao Chen
283
6
0
06 Apr 2024
Adaptive Query Prompting for Multi-Domain Landmark Detection
IEEE International Joint Conference on Neural Network (IJCNN), 2024
Yuhui Li
Qiusen Wei
Guoheng Huang
Xiaochen Yuan
Xuhang Chen
Guo Zhong
Jianwen Huang
Jiajie Huang
MedIm
340
2
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01 Apr 2024
Is in-domain data beneficial in transfer learning for landmarks detection in x-ray images?
Roberto Di Via
Matteo Santacesaria
Francesca Odone
Vito Paolo Pastore
153
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03 Mar 2024
Automatic laminectomy cutting plane planning based on artificial intelligence in robot assisted laminectomy surgery
Zhuofu Li
Yonghong Zhang
Chengxia Wang
Shanshan Liu
Xiongkang Song
Xuquan Ji
Shuai Jiang
Woquan Zhong
Lei Hu
Weishi Li
163
1
0
26 Dec 2023
Teeth Localization and Lesion Segmentation in CBCT Images using SpatialConfiguration-Net and U-Net
Arnela Hadzic
B. Kirnbauer
Darko Štern
M. Urschler
168
2
0
19 Dec 2023
CaRe-CNN: Cascading Refinement CNN for Myocardial Infarct Segmentation with Microvascular Obstructions
Franz Thaler
M. Gsell
Gernot Plank
M. Urschler
371
3
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18 Dec 2023
A comprehensive survey on deep active learning in medical image analysis
Haoran Wang
Q. Jin
Shiman Li
Siyu Liu
Manning Wang
Zhijian Song
VLM
454
83
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22 Oct 2023
Intelligent Scoliosis Screening and Diagnosis: A Survey
Zhenlin Zhang
Lixin Pu
Ang Li
Jun Zhang
Xianjie Li
Jipeng Fan
294
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0
12 Oct 2023
Multi-Resolution Fusion for Fully Automatic Cephalometric Landmark Detection
Dongqian Guo
Wencheng Han
98
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04 Oct 2023
Revisiting Cephalometric Landmark Detection from the view of Human Pose Estimation with Lightweight Super-Resolution Head
Qian Wu
Siyong Yeo
Yufei Chen
Jing Liu
253
9
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29 Sep 2023
Topology-inspired Cross-domain Network for Developmental Cervical Stenosis Quantification
Zhenxi Zhang
Yanyang Wang
Yao Wu
Weifei Wu
252
0
0
13 Sep 2023
Unsupervised Domain Adaptation for Anatomical Landmark Detection
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Haibo Jin
Haoxuan Che
Haoxing Chen
OOD
191
21
0
25 Aug 2023
A Parts Based Registration Loss for Detecting Knee Joint Areas
Juha Tiirola
157
0
0
30 Jun 2023
UOD: Universal One-shot Detection of Anatomical Landmarks
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Heqin Zhu
Quan Quan
Qingsong Yao
Zaiyi Liu
S.Kevin Zhou
ViT
780
15
0
13 Jun 2023
Coordinated Transformer with Position \& Sample-aware Central Loss for Anatomical Landmark Detection
Qikui Zhu
Yihui Bi
Danxin Wang
Xiangpeng Chu
Jing Chen
Yanqing Wang
ViT
MedIm
176
1
0
18 May 2023
A Hyper-network Based End-to-end Visual Servoing with Arbitrary Desired Poses
IEEE Robotics and Automation Letters (RA-L), 2023
Hongxiang Yu
An-Jen Chen
Kechun Xu
Zhongxiang Zhou
Wei Jing
Yue Wang
R. Xiong
BDL
179
8
0
18 Apr 2023
Uncertainty-aware U-Net for Medical Landmark Detection
Ziyang Ye
Haiyang Yu
Bin Li
249
2
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18 Mar 2023
FabricFolding: Learning Efficient Fabric Folding without Expert Demonstrations
Robotica (Cambridge. Print) (Robotica), 2023
Can He
Lingxiao Meng
Zhi-Qiang Sun
Jiankun Wang
Max Meng
326
13
0
12 Mar 2023
Information-guided pixel augmentation for pixel-wise contrastive learning
Quan Quan
Qingsong Yao
Jun Li
S.Kevin Zhou
SSL
239
5
0
14 Nov 2022
Localizing Anatomical Landmarks in Ocular Images using Zoom-In Attentive Networks
Xiaofeng Lei
Shaohua Li
Xinxing Xu
Huazhu Fu
Yong Liu
...
Mingrui Tan
Yanyu Xu
Jocelyn Hui Lin Goh
Rick Siow Mong Goh
Ching-Yu Cheng
227
1
0
25 Sep 2022
Morphology-Aware Interactive Keypoint Estimation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
Jinhee Kim
Taesung Kim
Taewoo Kim
Jaegul Choo
Dong-Wook Kim
Byung-Uk Ahn
In-Seok Song
Yoon-Ji Kim
MedIm
381
4
0
15 Sep 2022
Generalised Automatic Anatomy Finder (GAAF): A general framework for 3D location-finding in CT scans
E. Henderson
E. V. Osorio
M. Herk
A. Green
77
2
0
13 Sep 2022
Light-weight spatio-temporal graphs for segmentation and ejection fraction prediction in cardiac ultrasound
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2022
S. Thomas
A. Gilbert
Guy Ben-Yosef
150
46
0
06 Jul 2022
Transforming medical imaging with Transformers? A comparative review of key properties, current progresses, and future perspectives
Jun Li
Junyu Chen
Yucheng Tang
Ce Wang
Bennett A. Landman
S. K. Zhou
ViT
OOD
MedIm
517
169
0
02 Jun 2022
Visualizing CoAtNet Predictions for Aiding Melanoma Detection
Engineering and Technology Journal (ETJ), 2022
Daniel Kvak
MedIm
195
3
0
21 May 2022
Interpretable Vertebral Fracture Quantification via Anchor-Free Landmarks Localization
Alexey Zakharov
Maxim Pisov
Alim Bukharaev
A. Petraikin
S. Morozov
V. Gombolevskiy
Mikhail Belyaev
194
30
0
14 Apr 2022
DATR: Domain-adaptive transformer for multi-domain landmark detection
Heqin Zhu
Qingsong Yao
S. Kevin Zhou
ViT
MedIm
188
14
0
12 Mar 2022
Uncertainty Estimation for Heatmap-based Landmark Localization
IEEE Transactions on Medical Imaging (IEEE TMI), 2022
Lawrence Schobs
Andrew J Swift
Haiping Lu
UQCV
227
16
0
04 Mar 2022
Relative distance matters for one-shot landmark detection
Qingsong Yao
Jianji Wang
Yihua Sun
Quan Quan
Heqin Zhu
S. Kevin Zhou
200
9
0
03 Mar 2022
Which images to label for few-shot medical landmark detection?
Quan Quan
Qingsong Yao
Jun Li
S. Kevin Zhou
492
27
0
07 Dec 2021
Efficient Multi-Organ Segmentation Using SpatialConfiguration-Net with Low GPU Memory Requirements
Franz Thaler
Christian Payer
Horst Bischof
Darko Štern
166
5
0
26 Nov 2021
Automated cross-sectional view selection in CT angiography of aortic dissections with uncertainty awareness and retrospective clinical annotations
Antonio Pepe
Jan Egger
M. Codari
M. Willemink
Christina Schwarz-Gsaxner
Jianning Li
P. Roth
G. Mistelbauer
Dieter Schmalstieg
D. Fleischmann
139
10
0
22 Nov 2021
Point detection through multi-instance deep heatmap regression for sutures in endoscopy
Lalith Sharan
Gabriele Romano
Julian Brand
Halvar Kelm
M. Karck
R. de Simone
Sandy Engelhardt
234
12
0
16 Nov 2021
Feature Aggregation and Refinement Network for 2D AnatomicalLandmark Detection
Journal of digital imaging (JDI), 2021
Yueyuan Ao
Hong Wu
3DPC
MedIm
184
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0
01 Nov 2021
Improved Heatmap-based Landmark Detection
Huifeng Yao
Ziyu Guo
Yatao Zhang
Xiaomeng Li
277
1
0
12 Oct 2021
Two-Stage Mesh Deep Learning for Automated Tooth Segmentation and Landmark Localization on 3D Intraoral Scans
IEEE Transactions on Medical Imaging (IEEE TMI), 2021
Tai-Hsien Wu
C. Lian
Sanghee Lee
Matthew F. Pastewait
Christian Piers
...
Wenchi Wang
C. Jackson
Wei-Lun Chao
Dinggang Shen
Ching-Chang Ko
3DV
283
92
0
24 Sep 2021
Modeling Annotation Uncertainty with Gaussian Heatmaps in Landmark Localization
Franz Thaler
Christian Payer
M. Urschler
Darko Štern
208
12
0
20 Sep 2021
Facial Anatomical Landmark Detection using Regularized Transfer Learning with Application to Fetal Alcohol Syndrome Recognition
Zeyu Fu
Jianbo Jiao
M. Suttie
J. A. Noble
CVBM
139
13
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12 Sep 2021
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