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Medical Imaging

1931 directly classified papers

Papers per year

Papers

Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation CVPR 2022
FIBA: Frequency-Injection Based Backdoor Attack in Medical Image Analysis CVPR 2022
Closing the Generalization Gap of Cross-Silo Federated Medical Image Segmentation CVPR 2022
Transformer-Empowered Multi-Scale Contextual Matching and Aggregation for Multi-Contrast MRI Super-Resolution CVPR 2022
Learning To Restore 3D Face From In-the-Wild Degraded Images CVPR 2022
Progressive Minimal Path Method With Embedded CNN CVPR 2022
Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture CVPR 2022
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides CVPR 2022
Sparse Fourier Backpropagation in Cryo-EM Reconstruction NIPS 2022
OpenFilter: A Framework to Democratize Research Access to Social Media AR Filters NIPS 2022
Aligning individual brains with fused unbalanced Gromov Wasserstein NIPS 2022
Physically-Based Face Rendering for NIR-VIS Face Recognition NIPS 2022
Convolutional Recurrent Smart Speech Enhancement Architecture for Hearing Aids INTERSPEECH 2022
Data Augmentation for Dementia Detection in Spoken Language. INTERSPEECH 2022
Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays AACL 2022
Contrastive Learning of Medical Visual Representations from Paired Images and Text MLHC 2022
Density-Aware Personalized Training for Risk Prediction in Imbalanced Medical Data MLHC 2022
EMIXER: End-to-end Multimodal X-ray Generation via Self-supervision MLHC 2022
Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models MLHC 2022
MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images MLHC 2022
Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods MLHC 2022
Weakly Supervised Deep Instance Nuclei Detection using Points Annotation in 3D Cardiovascular Immunofluorescent Images MLHC 2022
ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images MLHC 2022
Non-Blind Deblurring for Fluorescence: A Deformable Latent Space Approach With Kernel Parameterization WACV 2022
On learning adaptive acquisition policies for undersampled multi-coil MRI reconstruction MIDL 2022