BM01A Benchmark for Studying Diabetic Retinopathy Segmentation, Grading, and Transferability
BM02Anatomy-Regularized Representation Learning for Cross-Modality Medical Image Segmentation
BM03Automated Skin Lesion Segmentation via an Adaptive Dual Attention Module
BM04Automatic Staging for Retinopathy of Prematurity with Deep Feature Fusion and Ordinal Classification Strategy
BM05CABNet Category Attention Block for Imbalanced Diabetic Retinopathy Grading
BM06CNN-Based Ultrasound Image Reconstruction for Ultrafast Displacement Tracking
BM07Deep Convolutional Neural Network with Adversarial Training for Denoising Digital Breast Tomosynthesis Images
BM08DetexNet Accurately Diagnosing Frequent and Challenging Pediatric Malignant Tumors
BM09Dual-energy X-ray dark-field material decomposition
BM10Foveated Model Observers for Visual Search in 3D Medical Images
BM11Hierarchical Temporal Attention Network for Thyroid Nodule Recognition using Dynamic CEUS Imaging
BM12In Silico Phase-Contrast X-Ray Imaging of Anthropomorphic Voxel-Based Phantoms
BM13Modeling and Enhancing Low-Quality Retinal Fundus Images
BM14Multi-Domain Image Completion for Random Missing Input Data
BM15Multi-Modal Siamese Network for Diagnostically Similar Lesion Retrieval in Prostate MRI
BM16Myocardial Function Imaging in Echocardiography Using Deep Learning
BM17Object-Guided Instance Segmentation With Auxiliary Feature Refinement for Biological Images
BM18Parametric Sequential Method for MRI-Based Wall Shear Stress Quantification
BM19Photoacoustic Tomography Image Restoration with Measured Spatially Variant Point Spread Functions
BM20Real-Time Multi-Guidewire Endpoint Localization in Fluoroscopy Images
BM21Reconstructing Undersampled Photoacoustic Microscopy Images using Deep Learning
BM22Reducing the Complexity of Model-Based MRI Reconstructions via Sparsification
BM23Results of the 2020 fastMRI Challenge for Machine Learning MR Image Reconstruction
BM24ROSE A Retinal OCT-Angiography Vessel Segmentation Dataset and New Model
BM25Segmentation-Renormalized Deep Feature Modulation for Unpaired Image Harmonization
BM26SESV Accurate Medical Image Segmentation by Predicting and Correcting Errors
BM27SiameseGAN A Generative Model for Denoising of Spectral Domain Optical Coherence Tomography Images
BM28SMORE A Self-Supervised Anti-Aliasing and Super-Resolution Algorithm for MRI Using Deep Learning
BM29Uncertainty Quantification in Deep MRI Reconstruction
BM30Weakly Supervised Deep Learning-Based Optical Coherence Tomography Angiography
BM31X-ray Scatter Estimation Using Deep Splines
BM32Zero-shot super-resolution with a physically-motivated downsampling kernel for endomicroscopy