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

#TitleJournalYearCitations
1A CNN Regression Approach for Real-Time 2D/3D RegistrationIEEE Transactions on Medical Imaging2016359
2Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network2018232
3Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT ScansIEEE Transactions on Pattern Analysis and Machine Intelligence2019209
4Marginal Space Deep Learning: Efficient Architecture for Volumetric Image ParsingIEEE Transactions on Medical Imaging2016124
5A comparative evaluation of off-the-shelf distributed semantic representations for modelling behavioural dataCognitive Neuropsychology201687
6Automated assessments of circumferential strain from cine CMR correlate with LVEF declines in cancer patients early after receipt of cardio-toxic chemotherapyJournal of Cardiovascular Magnetic Resonance201665
73D Printing, Computational Modeling, and Artificial Intelligence for Structural Heart DiseaseJACC: Cardiovascular Imaging202163
8Real-time 2D/3D registration via CNN regression201652
9Deep Decision Network for Multi-class Image Classification201645
103D/2D model-to-image registration by imitation learning for cardiac proceduresInternational Journal of Computer Assisted Radiology and Surgery201834
11Deep learning with cinematic rendering: fine-tuning deep neural networks using photorealistic medical imagesPhysics in Medicine and Biology201834
12Towards intelligent robust detection of anatomical structures in incomplete volumetric dataMedical Image Analysis201833
13Quantification of global myocardial function by cine MRI deformable registration-based analysis: Comparison with MR feature tracking and speckle-tracking echocardiographyEuropean Radiology201731
14Validation of a fully automated liver segmentation algorithm using multi-scale deep reinforcement learning and comparison versus manual segmentationEuropean Journal of Radiology202031
15Guidewire tracking using a novel sequential segment optimization method in interventional X-ray videos201620
16Deep Reinforcement Learning for Vessel Centerline Tracing in Multi-modality 3D VolumesLecture Notes in Computer Science201819
17Accelerated two-dimensional cine DENSE cardiovascular magnetic resonance using compressed sensing and parallel imagingJournal of Cardiovascular Magnetic Resonance201618
18Robust Multi-scale Anatomical Landmark Detection in Incomplete 3D-CT DataLecture Notes in Computer Science201718
19Deep Adversarial Context-Aware Landmark Detection for Ultrasound ImagingLecture Notes in Computer Science201817
20Distribution pattern of left-ventricular myocardial strain analyzed by a cine MRI based deformation registration algorithm in healthy Chinese volunteersScientific Reports201714
21Feasibility of intraprocedural integration of cardiac CT to guide left ventricular lead implantation for CRT upgradesJournal of Cardiovascular Electrophysiology202114
22Patient‐specific requirements and clinical validation of MRI‐based pressure mapping: A two‐center study in patients with aortic coarctationJournal of Magnetic Resonance Imaging201913
23Structure-Aware Shape Synthesis201812
24Automated Left Ventricle Ischemic Scar Detection in CT Using Deep Neural NetworksFrontiers in Cardiovascular Medicine202112
25A novel real‐time computational framework for detecting catheters and rigid guidewires in cardiac catheterization proceduresMedical Physics201811
26Mitral annular velocity measurement with cardiac magnetic resonance imaging using a novel annular tracking algorithm: Validation against echocardiographyMagnetic Resonance Imaging201911
27Learning a multiscale patch-based representation for image denoising in X-RAY fluoroscopy201610
28Image classification with quantum pre-training and auto-encodersInternational Journal of Quantum Information20189
29Deep Convolutional Networks for Automated Detection of Epileptogenic Brain MalformationsLecture Notes in Computer Science20188
30Vessel tree tracking in angiographic sequencesJournal of Medical Imaging20177
31Autonomous Robotic Point-of-Care Ultrasound Imaging for Monitoring of COVID-19–Induced Pulmonary DiseasesFrontiers in Robotics and AI20217
32Personalized Computer Simulation of Diastolic Function in Heart FailureGenomics, Proteomics and Bioinformatics20166
33Noise reduction in low-dose ct using a 3D multiscale sparse denoising autoencoder20175
34Cell segmentation in digital holographic images20163
35Towards Generating Personalized Volumetric Phantom from Patient’s Surface GeometryLecture Notes in Computer Science20182
36Data-Driven Adversarial Learning for Sinogram-Based Iterative Low-Dose CT Image Reconstruction20192
37BodyPrint: Pose Invariant 3D Shape Matching of Human Bodies20151
38GPU accelerated, robust method for voxelization of solid objects20161
39Towards Automated Ultrasound Transesophageal Echocardiography and X-Ray Fluoroscopy Fusion Using an Image-Based Co-registration MethodLecture Notes in Computer Science20161
40Image Data Analysis for Quantifying Scar Transmurality in MRI phantoms for Cardiac Resynchronisation Therapy20180
41Patient‐specific requirements and clinical validation of MRI‐based pressure mapping: A two‐center study in patients with aortic coarctationJournal of Magnetic Resonance Imaging20190
423D Reconstruction of Coronary Veins from a Single X-Ray Fluoroscopic Image and Pre-operative MRLecture Notes in Computer Science20170
43Workflow Phase Detection in Fluoroscopic Images Using Convolutional Neural NetworksInformatik Aktuell20190
44An Experimental Validation of Behavior-Based Motions for Robotic Coronary Guidewire Crossing TechniquesSpringer Proceedings in Advanced Robotics20200