| 2023-10 |
DiMix: Disentangle-and-Mix Based Domain Generalizable Medical Image Segmentation |
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
| 2023-09 |
Deep-Learning-Aided Evaluation of Spondylolysis Imaged with Ultrashort Echo Time Magnetic Resonance Imaging |
Sensors
|
| 2023-09 |
Intelligent noninvasive meningioma grading with a fully automatic segmentation using interpretable multiparametric deep learning |
European Radiology
|
| 2023-08 |
Deep learning referral suggestion and tumour discrimination using explainable artificial intelligence applied to multiparametric MRI |
European Radiology
|
| 2023-08 |
Development and validation of a hybrid deep learning–machine learning approach for severity assessment of COVID-19 and other pneumonias |
Scientific Reports
|
| 2022-12 |
Importance of CT image normalization in radiomics analysis: prediction of 3-year recurrence-free survival in non-small cell lung cancer |
European Radiology
|
| 2022-11 |
Fully automatic quantification of transient severe respiratory motion artifact of gadoxetate disodium-enhanced MRI during arterial phase |
MEDICAL PHYSICS
|
| 2022-10 |
Ultrathin crystalline-silicon-based strain gauges with deep learning algorithms for silent speech interfaces |
Nature Communications
|
| 2022-09 |
Digestive Organ Recognition in Video Capsule Endoscopy Based on Temporal Segmentation Network |
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
|
| 2022-08 |
Small Bowel Detection for Wireless Capsule Endoscopy Using Convolutional Neural Networks with Temporal Filtering |
DIAGNOSTICS
|
| 2022-06 |
M3T: three-dimensional Medical image classifier using Multi-plane and Multi-slice Transformer |
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
|
| 2022-03 |
Quantitative analysis of the mouth opening movement of temporomandibular joint disorder patients according to disc position using computer vision: a pilot study |
Quantitative imaging in medicine and surgery
|
| 2021-10 |
Fat-saturated image generation from multi-contrast MRIs using generative adversarial networks with Bloch equation-based autoencoder regularization |
MEDICAL IMAGE ANALYSIS
|
| 2021-09 |
Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction |
IEEE TRANSACTIONS ON MEDICAL IMAGING
|
| 2021-09 |
Robust performance of deep learning for automatic detection and segmentation of brain metastases using three-dimensional black-blood and three-dimensional gradient echo imaging |
EUROPEAN RADIOLOGY
|
| 2021-06 |
Relevance-CAM: Your Model Already Knows Where to Look |
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
|
| 2021-06 |
Joint Deep Model-based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI |
Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
|
| 2021-05 |
Deep model-based magnetic resonance parameter mapping network (DOPAMINE) for fast T1 mapping using variable flip angle method |
MEDICAL IMAGE ANALYSIS
|
| 2021-02 |
Deep-learned spike representations and sorting via an ensemble of auto-encoders |
NEURAL NETWORKS
|
| 2020-12 |
Deep-learned short tau inversion recovery imaging using multi-contrast MR images |
MAGNETIC RESONANCE IN MEDICINE
|
| 2020-11 |
어텐션 기법 및 의료 영상에의 적용에 관한 최신 동향 |
대한영상의학회지
|
| 2020-07 |
Accelerating Cartesian MRI by domain-transform manifold learning in phase-encoding direction |
MEDICAL IMAGE ANALYSIS
|
| 2020-03 |
Dynamic Range Expansion Using Cumulative Histogram Learning for High Dynamic Range Image Generation |
IEEE Access
|
| 2020-01 |
Deep learning-based template matching spike classification for extracellular recordings |
APPLIED SCIENCES-BASEL
|
| 2019-11 |
Special features on intelligent imaging and analysis |
APPLIED SCIENCES-BASEL
|
| 2019-06 |
Parallel imaging in time-of-flight magnetic resonance angiography using deep multistream convolutional neural networks |
MAGNETIC RESONANCE IN MEDICINE
|
| 2019-02 |
Megahertz-wave-transmitting conducting polymer electrode for device-to-device integration |
NATURE COMMUNICATIONS
|
| 2018-12 |
Learning Radiologist's Step-by-Step Skill for Cervical Spinal Injury Examination: Line Drawing, Prevertebral Soft Tissue Thickness Measurement, and Swelling Detection |
IEEE Access
|
| 2018-12 |
Inverse Tone Mapping Operator Using Sequential Deep Neural Networks Based on the Human Visual System |
IEEE Access
|
| 2018-11 |
KIKI-net: cross-domain convolutional neural networks for reconstructing undersampled magnetic resonance images |
MAGNETIC RESONANCE IN MEDICINE
|
| 2018-09 |
No-reference Automatic Quality Assessment for Colorfulness-Adjusted, Contrast-Adjusted, and Sharpness-Adjusted Images Using High-Dynamic-Range-Derived Features |
APPLIED SCIENCES-BASEL
|
| 2018-09 |
Fine-Grain Segmentation of the Intervertebral Discs from MR Spine Images Using Deep Convolutional Neural Networks: BSU-Net |
APPLIED SCIENCES-BASEL
|
| 2018-09 |
Semi-Automatic Segmentation of Vertebral Bodies in MR Images of Human Lumbar Spines |
APPLIED SCIENCES-BASEL
|
| 2018-09 |
Correction of severe beam-hardening artifacts via a high-order linearization function using a prior-image-based parameter selection method |
MEDICAL PHYSICS
|
| 2018-09 |
Quality evaluation of no-reference MR images using multidirectional filters and image statistics |
MAGNETIC RESONANCE IN MEDICINE
|
| 2018-06 |
Deep-learned 3D black-blood imaging using automatic labelling technique and 3D convolutional neural networks for detecting metastatic brain tumors |
SCIENTIFIC REPORTS
|
| 2018-01 |
Periodicity-based nonlocal-means denoising method for electrocardiography in low SNR non-white noisy conditions |
BIOMEDICAL SIGNAL PROCESSING AND CONTROL
|
| 2017-10 |
Small-scale noise-like moire pattern caused by detector sensitivity inhomogeneity in computed tomography |
OPTICS EXPRESS
|
| 2017-06 |
High-SNR Multiple T2(*)-Contrast Magnetic Resonance Imaging Using a Robust Denoising Method Based on Tissue Characteristics |
JOURNAL OF MAGNETIC RESONANCE IMAGING
|
| 2017-04 |
Ankel-Angle Estimation from Blind Source Separated Afferent Activity in the Sciatic Nerve for Closed-Loop Functional Neuromuscular Stimulation System |
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING
|
| 2016-12 |
Quantitative magnetic resonance imaging of the lumbar intervertebral discs |
Quantitative imaging in medicine and surgery
|
| 2016-02 |
Metal Artifact Reduction for Polychromatic X-ray CT Based on a Beam-Hardening Corrector |
IEEE TRANSACTIONS ON MEDICAL IMAGING
|
| 2016-02 |
Murmur-adaptive compression technique for phonocardiogram signals |
ELECTRONICS LETTERS
|
| 2015-08 |
Improved estimation of myelin water fraction using complex model fitting |
NEUROIMAGE
|
| 2015-05 |
A time-course study of behavioral and electrophysiological characteristics in a mouse model of different stages of Parkinson's disease using 6-hydroxydopamine |
BEHAVIOURAL BRAIN RESEARCH
|
| 2014-08 |
Susceptibility Map-Weighted Imaging (SMWI) for Neuroimaging |
MAGNETIC RESONANCE IN MEDICINE
|
| 2014-06 |
다중변수 압축 MRI 기술 연구 동향 |
전자공학회지
|
| 2014-06 |
Ring artifact correction using detector line-ratios in computed tomography |
OPTICS EXPRESS
|
| 2014-03 |
Special Issue on Medical Imaging |
Biomedical Engineering Letters
|
| 2013-08 |
Feedback control of electrode offset voltage during functional electrical stimulation |
JOURNAL OF NEUROSCIENCE METHODS
|
| 2013-07 |
A tissue-relaxation-dependent neighboring method for robust mapping of the myelin water fraction |
NeuroImage
|
| 2013-05 |
Gait phase detection from sciatic nerve recordings in functional electrical stimulation systems for foot drop correction |
PHYSIOLOGICAL MEASUREMENT
|
| 2013-04 |
Improvement of the SNR and resolution of susceptibility-weighted venography by model-based multi-echo denoising |
NeuroImage
|
| 2013-02 |
Noise reduction in magnetic resonance images using adaptive non-local means filtering |
ELECTRONICS LETTERS
|
| 2012-06 |
Improvement of signal-to-interference ratio and signal-to-noise ratio in nerve cuff electrode systems |
PHYSIOLOGICAL MEASUREMENT
|
| 2012-04 |
최대강도투사를 이용한 관찰 위치와 거리에 최적화 된 입체 자기공명 뇌 혈관영상 재구성 |
대한자기공명의과학회지
|
| 2012-03 |
Toothbrushing Region Detection Using Three-Axis Accelerometer and Magnetic Sensor |
IEEE Transactions on Biomedical Engineering
|
| 2012-01 |
High-quality multiple T-2(*) contrast MR images from low-quality multi-echo images using temporal-domain denoising methods |
MEDICAL PHYSICS
|
| 2011-08 |
SPECT Reconstruction with Sub-Sinogram Acquisitions |
INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY
|
| 2011-07 |
Robust Mapping of the Myelin Water Fraction in the Presence of Noise: Synergic Combination of Anisotropic Diffusion Filter and Spatially Regularized Nonnegative Least Squares Algorithm |
JOURNAL OF MAGNETIC RESONANCE IMAGING
|
| 2010-08 |
In vivo multi-slice mapping of myelin water content using T-2* decay |
Neuroimage
|
| 2009-07 |
Improved Myelin Water Quantification Using Spatially Regularized Non-negative Least Squares Algorithm |
Journal of Magnetic Resonance Imaging
|
| 2007-11 |
Fast multislice mapping of the myelin water fraction using multicompartment analysis of T-2* decay at 3T: A preliminary postmortem study |
MAGNETIC RESONANCE IN MEDICINE
|
| 2006-11 |
Controlled Support MEG imaging |
NEUROIMAGE
|
| 2006-01 |
Convergence study of an accelerated ML-EM algorithm using bigger step size |
PHYSICS IN MEDICINE AND BIOLOGY
|
| 2005-10 |
Reduction of noise amplification in SPECT using smaller detector bin size |
IEEE TRANSACTIONS ON NUCLEAR SCIENCE
|
| 2005-07 |
A new simple iterative reconstruction algorithm for SPECT transmission measurement |
MEDICAL PHYSICS
|