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exaly
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Medical Imaging Technologies
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top-articles
Medical Imaging Technologies
33
(top 2%)
papers
1.2K
(top 2%)
citations
14
(top 2%)
h
-index
30
(top 2%)
g
-index
47
all documents
1.7K
doc citations
479
citing journals
Top Articles
#
Title
Journal
Year
Citations
1
A CNN Regression Approach for Real-Time 2D/3D Registration
IEEE Transactions on Medical Imaging
2016
359
2
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network
2018
232
3
Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans
IEEE Transactions on Pattern Analysis and Machine Intelligence
2019
209
4
Marginal Space Deep Learning: Efficient Architecture for Volumetric Image Parsing
IEEE Transactions on Medical Imaging
2016
124
5
A comparative evaluation of off-the-shelf distributed semantic representations for modelling behavioural data
Cognitive Neuropsychology
2016
87
6
Automated assessments of circumferential strain from cine CMR correlate with LVEF declines in cancer patients early after receipt of cardio-toxic chemotherapy
Journal of Cardiovascular Magnetic Resonance
2016
65
7
3D Printing, Computational Modeling, and Artificial Intelligence for Structural Heart Disease
JACC: Cardiovascular Imaging
2021
63
8
Real-time 2D/3D registration via CNN regression
2016
52
9
Deep Decision Network for Multi-class Image Classification
2016
45
10
3D/2D model-to-image registration by imitation learning for cardiac procedures
International Journal of Computer Assisted Radiology and Surgery
2018
34
11
Deep learning with cinematic rendering: fine-tuning deep neural networks using photorealistic medical images
Physics in Medicine and Biology
2018
34
12
Towards intelligent robust detection of anatomical structures in incomplete volumetric data
Medical Image Analysis
2018
33
13
Quantification of global myocardial function by cine MRI deformable registration-based analysis: Comparison with MR feature tracking and speckle-tracking echocardiography
European Radiology
2017
31
14
Validation of a fully automated liver segmentation algorithm using multi-scale deep reinforcement learning and comparison versus manual segmentation
European Journal of Radiology
2020
31
15
Guidewire tracking using a novel sequential segment optimization method in interventional X-ray videos
2016
20
16
Deep Reinforcement Learning for Vessel Centerline Tracing in Multi-modality 3D Volumes
Lecture Notes in Computer Science
2018
19
17
Accelerated two-dimensional cine DENSE cardiovascular magnetic resonance using compressed sensing and parallel imaging
Journal of Cardiovascular Magnetic Resonance
2016
18
18
Robust Multi-scale Anatomical Landmark Detection in Incomplete 3D-CT Data
Lecture Notes in Computer Science
2017
18
19
Deep Adversarial Context-Aware Landmark Detection for Ultrasound Imaging
Lecture Notes in Computer Science
2018
17
20
Distribution pattern of left-ventricular myocardial strain analyzed by a cine MRI based deformation registration algorithm in healthy Chinese volunteers
Scientific Reports
2017
14
21
Feasibility of intraprocedural integration of cardiac CT to guide left ventricular lead implantation for CRT upgrades
Journal of Cardiovascular Electrophysiology
2021
14
22
Patient‐specific requirements and clinical validation of MRI‐based pressure mapping: A two‐center study in patients with aortic coarctation
Journal of Magnetic Resonance Imaging
2019
13
23
Structure-Aware Shape Synthesis
2018
12
24
Automated Left Ventricle Ischemic Scar Detection in CT Using Deep Neural Networks
Frontiers in Cardiovascular Medicine
2021
12
25
A novel real‐time computational framework for detecting catheters and rigid guidewires in cardiac catheterization procedures
Medical Physics
2018
11
26
Mitral annular velocity measurement with cardiac magnetic resonance imaging using a novel annular tracking algorithm: Validation against echocardiography
Magnetic Resonance Imaging
2019
11
27
Learning a multiscale patch-based representation for image denoising in X-RAY fluoroscopy
2016
10
28
Image classification with quantum pre-training and auto-encoders
International Journal of Quantum Information
2018
9
29
Deep Convolutional Networks for Automated Detection of Epileptogenic Brain Malformations
Lecture Notes in Computer Science
2018
8
30
Vessel tree tracking in angiographic sequences
Journal of Medical Imaging
2017
7
31
Autonomous Robotic Point-of-Care Ultrasound Imaging for Monitoring of COVID-19–Induced Pulmonary Diseases
Frontiers in Robotics and AI
2021
7
32
Personalized Computer Simulation of Diastolic Function in Heart Failure
Genomics, Proteomics and Bioinformatics
2016
6
33
Noise reduction in low-dose ct using a 3D multiscale sparse denoising autoencoder
2017
5
34
Cell segmentation in digital holographic images
2016
3
35
Towards Generating Personalized Volumetric Phantom from Patient’s Surface Geometry
Lecture Notes in Computer Science
2018
2
36
Data-Driven Adversarial Learning for Sinogram-Based Iterative Low-Dose CT Image Reconstruction
2019
2
37
BodyPrint: Pose Invariant 3D Shape Matching of Human Bodies
2015
1
38
GPU accelerated, robust method for voxelization of solid objects
2016
1
39
Towards Automated Ultrasound Transesophageal Echocardiography and X-Ray Fluoroscopy Fusion Using an Image-Based Co-registration Method
Lecture Notes in Computer Science
2016
1
40
Image Data Analysis for Quantifying Scar Transmurality in MRI phantoms for Cardiac Resynchronisation Therapy
2018
0
41
Patient‐specific requirements and clinical validation of MRI‐based pressure mapping: A two‐center study in patients with aortic coarctation
Journal of Magnetic Resonance Imaging
2019
0
42
3D Reconstruction of Coronary Veins from a Single X-Ray Fluoroscopic Image and Pre-operative MR
Lecture Notes in Computer Science
2017
0
43
Workflow Phase Detection in Fluoroscopic Images Using Convolutional Neural Networks
Informatik Aktuell
2019
0
44
An Experimental Validation of Behavior-Based Motions for Robotic Coronary Guidewire Crossing Techniques
Springer Proceedings in Advanced Robotics
2020
0
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