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Learning the Effect of Registration Hyperparameters with HyperMorph
30 March 2022
Andrew Hoopes
Malte Hoffmann
Douglas N. Greve
Bruce Fischl
John Guttag
Adrian Dalca
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Papers citing
"Learning the Effect of Registration Hyperparameters with HyperMorph"
27 / 27 papers shown
Fit Pixels, Get Labels: Meta-learned Implicit Networks for Image Segmentation
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Kushal Vyas
Ashok Veeraraghavan
Guha Balakrishnan
VLM
192
5
0
05 Oct 2025
Learning KAN-based Implicit Neural Representations for Deformable Image Registration
Nikita Drozdov
Marat Zinovev
Dmitry Sorokin
MedIm
150
0
0
26 Sep 2025
Medverse: A Universal Model for Full-Resolution 3D Medical Image Segmentation, Transformation and Enhancement
Jiesi Hu
Jianfeng Cao
Yanwu Yang
Chenfei Ye
Yixuan Zhang
Hanyang Peng
Ting Ma
MedIm
VLM
372
2
0
11 Sep 2025
Guiding Registration with Emergent Similarity from Pre-Trained Diffusion Models
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025
Nurislam Tursynbek
Hastings Greer
Basar Demir
Marc Niethammer
MedIm
342
5
0
03 Jun 2025
Capturing Longitudinal Changes in Brain Morphology Using Temporally Parameterized Neural Displacement Fields
Aisha L. Shuaibu
Kieran A. Gibb
Peter Wijeratne
Ivor J. A. Simpson
MedIm
317
2
0
13 Apr 2025
Evaluation of Deformable Image Registration under Alignment-Regularity Trade-off
Vasiliki Sideri-Lampretsa
Daniel Rueckert
Huaqi Qiu
252
0
0
10 Mar 2025
Neuroverse3D: Developing In-Context Learning Universal Model for Neuroimaging in 3D
Jiesi Hu
Chenfei Ye
Yanwu Yang
Xutao Guo
Yang Shang
P. Shi
Hanyang Peng
Ting Ma
404
0
0
04 Mar 2025
MUSTER: Longitudinal Deformable Registration by Composition of Consecutive Deformations
E. Grødem
Donatas Sederevičius
Esten H. Leonardsen
B. MacIntosh
A. Bjørnerud
Till Schellhorn
Øystein Sørensen
Inge Amlien
Pablo F. Garrido
Anders M. Fjell
251
0
0
19 Dec 2024
MultiverSeg: Scalable Interactive Segmentation of Biomedical Imaging Datasets with In-Context Guidance
Hallee E. Wong
Jose Javier Gonzalez Ortiz
John Guttag
Adrian V. Dalca
457
9
0
19 Dec 2024
A Symmetric Dynamic Learning Framework for Diffeomorphic Medical Image Registration
Jinqiu Deng
Ke-long Chen
Mingke Li
Daoping Zhang
C. L. Philip Chen
Alejandro F. Frangi
Jianping Zhang
MedIm
225
0
0
05 Nov 2024
Learning Transferable Features for Implicit Neural Representations
Neural Information Processing Systems (NeurIPS), 2024
Kushal Vyas
Ahmed Imtiaz Humayun
Aniket Dashpute
Richard G. Baraniuk
Ashok Veeraraghavan
Guha Balakrishnan
OOD
567
10
0
15 Sep 2024
Distillation Learning Guided by Image Reconstruction for One-Shot Medical Image Segmentation
Feng Zhou
Yanjie Zhou
Longjie Wang
Yun Peng
David E. Carlson
Liyun Tu
485
2
0
07 Aug 2024
HyperSpace: Hypernetworks for spacing-adaptive image segmentation
Samuel Joutard
Maximilian Pietsch
Raphael Prevost
272
6
0
04 Jul 2024
Global-Local Image Perceptual Score (GLIPS): Evaluating Photorealistic Quality of AI-Generated Images
IEEE Transactions on Human-Machine Systems (IEEE Trans. Human-Machine Syst.), 2024
Memoona Aziz
Umair Rehman
Muhammad Umair Danish
Katarina Grolinger
EGVM
245
20
0
15 May 2024
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration
Karthik Gopinath
Xiaoling Hu
Malte Hoffmann
Oula Puonti
Juan Eugenio Iglesias
322
11
0
25 Apr 2024
Decoder-Only Image Registration
IEEE Transactions on Medical Imaging (IEEE TMI), 2024
Xi Jia
Wenqi Lu
Xinxing Cheng
Yanfu Zhang
MedIm
3DV
245
10
0
05 Feb 2024
Tyche: Stochastic In-Context Learning for Medical Image Segmentation
Computer Vision and Pattern Recognition (CVPR), 2024
Marianne Rakic
Hallee E. Wong
Jose Javier Gonzalez Ortiz
Beth Cimini
John Guttag
Adrian V. Dalca
375
25
0
24 Jan 2024
ScribblePrompt: Fast and Flexible Interactive Segmentation for Any Biomedical Image
European Conference on Computer Vision (ECCV), 2023
Hallee E. Wong
Marianne Rakic
John Guttag
Adrian V. Dalca
429
55
0
12 Dec 2023
A survey on deep learning in medical image registration: new technologies, uncertainty, evaluation metrics, and beyond
Junyu Chen
Yihao Liu
Shuwen Wei
Zhangxing Bian
Shalini Subramanian
A. Carass
Jerry L. Prince
Yong Du
OOD
586
139
0
28 Jul 2023
Towards Saner Deep Image Registration
IEEE International Conference on Computer Vision (ICCV), 2023
Bin Duan
Ming Zhong
Yan Yan
MedIm
267
4
0
19 Jul 2023
Neuralizer: General Neuroimage Analysis without Re-Training
Computer Vision and Pattern Recognition (CVPR), 2023
Steffen Czolbe
H. Dickinson
OOD
389
27
0
04 May 2023
Inverse Consistency by Construction for Multistep Deep Registration
International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2023
Hastings Greer
Lin Tian
François-Xavier Vialard
Roland Kwitt
Sylvain Bouix
Raúl San José Estépar
Richard Jarrett Rushmore
Marc Niethammer
MedIm
358
16
0
28 Apr 2023
Magnitude Invariant Parametrizations Improve Hypernetwork Learning
International Conference on Learning Representations (ICLR), 2023
Jose Javier Gonzalez Ortiz
John Guttag
Adrian Dalca
287
12
0
15 Apr 2023
UniverSeg: Universal Medical Image Segmentation
IEEE International Conference on Computer Vision (ICCV), 2023
V. Butoi
Jose Javier Gonzalez Ortiz
Tianyu Ma
M. Sabuncu
John Guttag
Adrian Dalca
441
159
0
12 Apr 2023
Scale-Space Hypernetworks for Efficient Biomedical Imaging
Jose Javier Gonzalez Ortiz
John Guttag
Adrian Dalca
319
0
0
11 Apr 2023
Anatomy-aware and acquisition-agnostic joint registration with SynthMorph
Malte Hoffmann
Andrew Hoopes
Douglas N. Greve
Bruce Fischl
Adrian Dalca
MedIm
429
27
0
26 Jan 2023
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
264
62
0
13 Dec 2021
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