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Learning Deformable Registration of Medical Images with Anatomical
  Constraints
v1v2 (latest)

Learning Deformable Registration of Medical Images with Anatomical Constraints

Neural Networks (NN), 2020
20 January 2020
Lucas Mansilla
Diego H. Milone
Enzo Ferrante
    MedIm
ArXiv (abs)PDFHTML

Papers citing "Learning Deformable Registration of Medical Images with Anatomical Constraints"

26 / 26 papers shown
MorphSeek: Fine-grained Latent Representation-Level Policy Optimization for Deformable Image Registration
MorphSeek: Fine-grained Latent Representation-Level Policy Optimization for Deformable Image Registration
Runxun Zhang
Yizhou Liu
Li Dongrui
Bo XU
Jingwei Wei
MedIm
161
0
0
21 Nov 2025
AtlasMorph: Learning conditional deformable templates for brain MRI
AtlasMorph: Learning conditional deformable templates for brain MRI
Marianne Rakic
Andrew Hoopes
S. M. Abulnaga
M. Sabuncu
John Guttag
Adrian Dalca
MedIm
227
0
0
17 Nov 2025
GuidedMorph: Two-Stage Deformable Registration for Breast MRI
GuidedMorph: Two-Stage Deformable Registration for Breast MRI
Yaqian Chen
Hanxue Gu
Haoyu Dong
Qihang Li
Yuwen Chen
Nicholas Konz
Lin Li
Maciej A. Mazurowski
247
2
0
19 May 2025
Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment
  Anything Model in Medical Domain
Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain
Hangyul Yoon
Doohyuk Jang
JungEun Kim
Eunho Yang
VLMMedIm
300
3
0
25 Nov 2024
Progressive Retinal Image Registration via Global and Local Deformable
  Transformations
Progressive Retinal Image Registration via Global and Local Deformable TransformationsIEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024
Yepeng Liu
Baosheng Yu
Tian Chen
Yuliang Gu
Bo Du
Yongchao Xu
Jun Cheng
MedIm
321
7
0
02 Sep 2024
Weakly supervised alignment and registration of MR-CT for cervical
  cancer radiotherapy
Weakly supervised alignment and registration of MR-CT for cervical cancer radiotherapy
Jjahao Zhang
Yin Gu
Deyu Sun
Yuhua Gao
Ming Gao
Ming Cui
Teng Zhang
He Ma
211
0
0
21 May 2024
Medical Image Registration and Its Application in Retinal Images: A
  Review
Medical Image Registration and Its Application in Retinal Images: A Review
Qiushi Nie
Xiaoqing Zhang
Yan Hu
Mingdao Gong
Jiang-Dong Liu
273
12
0
25 Mar 2024
Multi-scale, Data-driven and Anatomically Constrained Deep Learning
  Image Registration for Adult and Fetal Echocardiography
Multi-scale, Data-driven and Anatomically Constrained Deep Learning Image Registration for Adult and Fetal Echocardiography
M. Hasan
Haobo Zhu
Guang Yang
Choon Hwai Yap
264
1
0
02 Sep 2023
Unsupervised bias discovery in medical image segmentation
Unsupervised bias discovery in medical image segmentation
Nicolás Gaggion
Rodrigo Echeveste
Lucas Mansilla
Diego H. Milone
Enzo Ferrante
253
1
0
01 Sep 2023
CheXmask: a large-scale dataset of anatomical segmentation masks for
  multi-center chest x-ray images
CheXmask: a large-scale dataset of anatomical segmentation masks for multi-center chest x-ray imagesScientific Data (Sci Data), 2023
Nicolás Gaggion
Candelaria Mosquera
Lucas Mansilla
Julia Mariel Saidman
M. Aineseder
Diego H. Milone
Enzo Ferrante
385
40
0
06 Jul 2023
Employing similarity to highlight differences: On the impact of
  anatomical assumptions in chest X-ray registration methods
Employing similarity to highlight differences: On the impact of anatomical assumptions in chest X-ray registration methods
Astrid Berg
E. Vandersmissen
M. Wimmer
David Major
Theresa Neubauer
Dimitrios Lenis
J. Cant
A. Snoeckx
Katja Bühler
311
2
0
23 Jan 2023
Unsupervised Echocardiography Registration through Patch-based MLPs and
  Transformers
Unsupervised Echocardiography Registration through Patch-based MLPs and Transformers
Zihao Wang
Yingyu Yang
Maxime Sermesant
H. Delingette
ViTMedIm
367
8
0
21 Nov 2022
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers
Prior Knowledge-Guided Attention in Self-Supervised Vision Transformers
Kevin Miao
Akash Gokul
Raghav Singh
Suzanne Petryk
Joseph E. Gonzalez
Kurt Keutzer
Trevor Darrell
Colorado Reed
ViTMedIm
239
7
0
07 Sep 2022
Medical image registration using unsupervised deep neural network: A
  scoping literature review
Medical image registration using unsupervised deep neural network: A scoping literature reviewBiomedical Signal Processing and Control (BSPC), 2022
S. Abbasi
M. Tavakoli
H. R. Boveiri
M. A. M. Shirazi
R. Khayami
Hedieh Khorasani
R. Javidan
Alireza Mehdizadeh
231
47
0
03 Aug 2022
Deep Learning for Medical Image Registration: A Comprehensive Review
Deep Learning for Medical Image Registration: A Comprehensive Review
Subrato Bharati
M. Rubaiyat Hossain Mondal
Prajoy Podder
V. B. Surya Prasath
MedIm
279
34
0
24 Apr 2022
Dual-Flow Transformation Network for Deformable Image Registration with Region Consistency Constraint
Xinke Ma
Jianlong Wu
Yong-quan Xia
Dacheng Tao
MedIm
321
0
0
04 Dec 2021
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning
  registration network
MICS : Multi-steps, Inverse Consistency and Symmetric deep learning registration network
Théo Estienne
Maria Vakalopoulou
Enzo Battistella
T. Henry
Marvin Lerousseau
A. Leroy
Nikos Paragios
Eric Deutsch
264
6
0
23 Nov 2021
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint
  Registration and Structure Learning
CAR-Net: Unsupervised Co-Attention Guided Registration Network for Joint Registration and Structure Learning
Xiang Chen
Yan Xia
Nishant Ravikumar
Alejandro F Frangi
3DPC
165
2
0
11 Jun 2021
Deep Learning for Chest X-ray Analysis: A Survey
Deep Learning for Chest X-ray Analysis: A Survey
Ecem Sogancioglu
E. Çallı
Bram van Ginneken
K. G. V. Leeuwen
K. Murphy
LM&MA
334
432
0
15 Mar 2021
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with
  Image-and-Spatial Transformer Networks
Atlas-ISTN: Joint Segmentation, Registration and Atlas Construction with Image-and-Spatial Transformer Networks
Matthew Sinclair
A. Schuh
K. Hahn
K. Petersen
Ying Bai
James Batten
M. Schaap
Ben Glocker
304
38
0
18 Dec 2020
MDReg-Net: Multi-resolution diffeomorphic image registration using fully
  convolutional networks with deep self-supervision
MDReg-Net: Multi-resolution diffeomorphic image registration using fully convolutional networks with deep self-supervisionHuman Brain Mapping (HBM), 2020
Hongming Li
Yong-Xian Fan
MedIm
198
21
0
04 Oct 2020
Cranial Implant Design via Virtual Craniectomy with Shape Priors
Cranial Implant Design via Virtual Craniectomy with Shape Priors
Franco Matzkin
Virginia Newcombe
Ben Glocker
Enzo Ferrante
152
19
0
29 Sep 2020
Anatomy-Aware Cardiac Motion Estimation
Anatomy-Aware Cardiac Motion Estimation
Pingjun Chen
Xiao Chen
Eric Z. Chen
Hanchao Yu
Terrence Chen
Shanhui Sun
231
10
0
17 Aug 2020
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with
  Denoising Autoencoders
Post-DAE: Anatomically Plausible Segmentation via Post-Processing with Denoising AutoencodersIEEE Transactions on Medical Imaging (TMI), 2020
Agostina J. Larrazabal
Cesar E. Martínez
Ben Glocker
Enzo Ferrante
245
81
0
24 Jun 2020
SynthMorph: learning contrast-invariant registration without acquired
  images
SynthMorph: learning contrast-invariant registration without acquired images
Malte Hoffmann
Benjamin Billot
Douglas N. Greve
Juan Eugenio Iglesias
Bruce Fischl
Adrian Dalca
MedIm
507
242
0
21 Apr 2020
Medical Image Registration Using Deep Neural Networks: A Comprehensive
  Review
Medical Image Registration Using Deep Neural Networks: A Comprehensive ReviewComputers & electrical engineering (CEE), 2020
H. R. Boveiri
R. Khayami
R. Javidan
A. MehdiZadeh
379
160
0
09 Feb 2020
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