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Medical Imaging

1931 directly classified papers

Papers per year

Papers

Test-Time Training Can Close the Natural Distribution Shift Performance Gap in Deep Learning Based Compressed Sensing ICML 2022
Smoothed Adaptive Weighting for Imbalanced Semi-Supervised Learning: Improve Reliability Against Unknown Distribution Data ICML 2022
A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications ICML 2022
Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning ICML 2022
X-MIR: EXplainable Medical Image Retrieval WACV 2022
METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy WACV 2022
Semi-Supervised Semantic Segmentation of Vessel Images Using Leaking Perturbations WACV 2022
Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022
Towards Durability Estimation of Bioprosthetic Heart Valves via Motion Symmetry Analysis WACV 2022
Uncertainty Learning Towards Unsupervised Deformable Medical Image Registration WACV 2022
Consistent Cell Tracking in Multi-Frames With Spatio-Temporal Context by Object-Level Warping Loss WACV 2022
Co-Net: A Collaborative Region-Contour-Driven Network for Fine-to-Finer Medical Image Segmentation WACV 2022
Dynamic CNNs Using Uncertainty To Overcome Domain Generalization for Surgical Instrument Localization WACV 2022
DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis COLING 2022
Multi-Type Outer Product-Based Fusion of Respiratory Sounds for Detecting COVID-19 INTERSPEECH 2022
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation AAAI 2022
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022
KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ACL 2022
Improving information fusion on multimodal clinical data in classification settings EMNLP 2022
OSSO: Obtaining Skeletal Shape From Outside CVPR 2022
Hilbert Distillation for Cross-Dimensionality Networks NIPS 2022
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NIPS 2022
Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification NIPS 2022
SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NIPS 2022
ETAB: A Benchmark Suite for Visual Representation Learning in Echocardiography NIPS 2022