Paper Review

Generative Adversarial Networks 논문 리뷰

Use of the Alberta Stroke Program Early CT Score (ASPECTS) for Assessing CT Scans in Patients with Acute Stroke 논문 리뷰

Detection of Early Ischemic Changes in Non-contrast CT Head Improved with ‘‘Stroke Windows’’ 논문 리뷰

Recommendations for Processing Head CT Data 논문 리뷰

EfficientDet: Scalable and Efficient Object Detection 논문 리뷰

Deep Learning-Based Identification of Ischemic Regions in Native Head CT Scans 논문 리뷰

Automatic Acute Ischemic Stroke Lesion Segmentation using Semi-supervised Learning 논문 리뷰

COVID-19 CT Image Synthesis with a Conditional Generative Adversarial Network 논문 리뷰

Deep into the Brain: Artificial Intelligence in Stroke Imaging 논문 리뷰

End-to-End Object Detection with Transformers 논문 리뷰

Conditional Generative Adversarial Nets 논문 리뷰

Meta Pseudo Labels 논문 리뷰

Image-to-Image Translation with Conditional Adversarial Networks 논문 리뷰

Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks 논문 리뷰

Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks 논문 리뷰

RandAugment: Practical automated data augmentation with a reduced search space 논문 리뷰

Image Registration Techniques: A Survey 논문 리뷰

EDCNN: Edge enhancement-based Densely Connected Network with Compound Loss for Low-Dose CT Denoising 논문 리뷰

Comparison of Thresholding Techniques for SVD Coefficients in CT Perfusion Image Analysis 논문 리뷰

AN IMAGE IS WORTH 16X16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE 논문 리뷰

RAPID Automated CT Perfusion in Clinical Practice 논문 리뷰

Unsupervised Anomaly Segmentation using Image-Semantic Cycle Translation 논문 리뷰

Attention Is All You Need 논문 리뷰 (참고: https://www.youtube.com/watch?v=AA621UofTUA)

Convolution-Free Medical Image Segmentation using Transformers 논문 리뷰

VoxelMorph: A Learning Framework for Deformable Medical Image Registration 논문 리뷰

EIS-Net: Segmenting early infarct and scoring ASPECTS simultaneously on non-contrast CT of patients with acute ischemic stroke 논문 리뷰

UNETR: Transformers for 3D Medical Image Segmentation 논문 리뷰

HyperMorph: Amortized Hyperparameter Learning for Image Registration 논문 리뷰

Unsupervised Learning of Probabilistic Diffeomorphic Registration for Images and Surfaces 논문 리뷰

Generative Adversarial Registration for Improved Conditional Deformable Templates 논문 리뷰

DECOUPLING REPRESENTATION AND CLASSIFIER FOR LONG-TAILED RECOGNITION 논문 리뷰

f-AnoGAN: Fast unsupervised anomaly detection with generative adversarial networks 논문 리뷰

Denoising Diffusion Probabilistic Models 논문 리뷰

SAM-Med3D 논문 리뷰