medical imaging

Temporal Context Matters: Enhancing Single Image Prediction With Disease Progression Representations CVPR 2022 That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data EMNLP 2022 TorchXRayVision: A library of chest X-ray datasets and models MIDL 2022 Towards Durability Estimation of Bioprosthetic Heart Valves via Motion Symmetry Analysis WACV 2022 Towards Low-Cost and Efficient Malaria Detection CVPR 2022 Unpaired Multi-Domain Stain Transfer for Kidney Histopathological Images AAAI 2022 Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation IJCAI 2022 ViLMedic: a framework for research at the intersection of vision and language in medical AI ACL 2022 Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks (Student Abstract) AAAI 2022 VORTEX: Physics-Driven Data Augmentations Using Consistency Training for Robust Accelerated MRI Reconstruction MIDL 2022 Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces From 3D MRI Scans With Geometric Deep Neural Networks CVPR 2022 Weakly Supervised Branch Network With Template Mask for Classifying Masses in 3D Automated Breast Ultrasound WACV 2022 What Makes Transfer Learning Work for Medical Images: Feature Reuse & Other Factors CVPR 2022 X-MIR: EXplainable Medical Image Retrieval WACV 2022 Zero-Shot Self-Supervised Learning for MRI Reconstruction ICLR 2022 2D to 3D Medical Image Colorization WACV 2021 A Continual Learning Framework for Uncertainty-Aware Interactive Image Segmentation AAAI 2021 Active Latent Space Shape Model: A Bayesian Treatment of Shape Model Adaptation With an Application to Psoriatic Arthritis Radiographs WACV 2021 A Deep Learning Framework for Improving Lameness Identification in Dairy Cattle AAAI 2021 An AI-based Framework for Diagnostic Quality Assessment of Ankle Radiographs MIDL 2021 A Self-Boosting Framework for Automated Radiographic Report Generation CVPR 2021 A Spatial Regulated Patch-Wise Approach for Cervical Dysplasia Diagnosis AAAI 2021 ATSO: Asynchronous Teacher-Student Optimization for Semi-Supervised Image Segmentation CVPR 2021 Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans AAAI 2021 A Weakly Supervised Consistency-Based Learning Method for COVID-19 Segmentation in CT Images WACV 2021