International Journal

 

A.I.

A.I.

예지 미카이2022.png

Digestive Organ Recognition in Video Capsule Endoscopy based on Temporal Segmentation Network. MICCAI. 2022. 

[Journal Link]

A.I.

A.I.

crossmoda_mia.jpg

CrossMoDA 2021 challenge: Benchmark of cross-modality domain adaptation techniques for vestibular schwannoma and cochlea segmentation. Medical Image Analysis. 2022. 

[Journal Link]

A.I.

A.I.

립리딩 네이쳐컴스.jpg

Ultra-thin crystaline silicon-based strain gauges with deep learning algorithms for silent speech interfaces, Nature Communications, 2022

[Journal Link]

 

A.I.

A.I.

건희 diagnostics.jpg

Small Bowel Detection for Wireless Capsule Endoscopy Using Convolutional Neural Networks with Temporal Filtering, Diagnostics, 2022

[Journal Link] 

A.I.

A.I.

진성이형 medical physics.png

Fully Automatic Quantification of Transient Severe Respiratory Motion Artifact of Gadoxetate Disodium Enhanced MRI during Arterial Phase, Medical Physics, 2022

[Journal Link] 

A.I.

A.I.

M3T image.png

M3T: three-dimensional Medical image classifier using Multi-plane and Multi-slice Transformer,  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

[Journal Link] 

A.I.

A.I.

두현 레디오믹스.png

Importance of CT image normalization in radiomics analysis: prediction of 3-year recurrence-free survival in non-small cell lung cancer. European Radiology, 2022.

[Journal Link]

 

A.I.

A.I.

Graphical Abstract-BlochGAN.tif

[BlochGAN]

Fat-saturated Image Generation from Multi-contrast MRIs Using Generative Adversarial Networks with Bloch Equation-based Autoencoder Regularization. Medical Image Analysis, Volume 73, October 2021, 102198

[Journal Link]

[NIH Link] 

A.I.

A.I.

FastMRII.png

Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction. -with Facebook AI & NYU.  IEEE Transactions on Medical Imaging

[Journal Link] 

A.I.

A.I.

Relevance CAM Relevance weighted Class A

Lee, J., Kim, S., Park, I., Eo, T., Hwang, D. (2021). Relevance-CAM: Your Model Already Knows Where to Look.  Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 14944-14953

[Journal Link] 

A.I.

A.I.

치대 논문1.jpg

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.

[Journal Link]

 

A.I.

A.I.

Joint Deep Model-based MR Image and Coil

Jun, Y., Shin, H., Eo, T., Hwang, D. (2021). Joint Deep Model-based MR Image and Coil Sensitivity Reconstruction Network (Joint-ICNet) for Fast MRI. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021, pp. 5270-5279

[Journal Link] 

A.I.

A.I.

Deep Model-based Magnetic Resonance Para

Jun, Y., Shin, H., Eo, T., Kim, T., Hwang, D. (2021). Deep Model-based Magnetic Resonance Parameter Mapping Network (DOPAMINE) for Fast T1 Mapping Using Variable Flip Angle Method. Medical Image Analysis,  
70, 102017

[Journal Link] 

A.I.

A.I.

Fig2.jpg

Park, Y.*, Jun, Y.*, Lee,  Y. , Han, K., An, C., Ahn, S.**, Hwang, D.**, Lee, S.(2021). 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, ( In press )

[Journal Link] 

A.I.

A.I.

The Latest Trends in Attention__.png

Shin, H., Lee, J., Eo, T., Jun, Y., Kim, S., Hwang, D. (2020). The Latest Trends in Attention Mechanisms and Their Application in Medical Imaging. Journal of the Korean Society of Radiology, 81(6), 1305-1333.

 

[Journal Link] 

A.I.

A.I.

nnnnnnn.png

Eom, J., Park, I., Kim, S., Jang, H., Hwang, D. (2021). Deep-learned Spike Representations and Sorting via an Ensemble of Auto-encoders. Neural Networks, 134, 131-142.

 

[Journal Link] 

A.I.

A.I.

Deep-learned Short Tau Inversion Recover

Kim, S., Jang, H., Jang, J., Lee, Y., Hwang, D. (2020). Deep-learned Short Tau

Inversion Recovery Imaging Using Multi Contrast Magnetic Resonance Images. Magnetic Resonance in Medicine, 84(6), 2994-3008.

 

[Journal Link]