medical image analysis

Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts CVPR 2024 Towards Multi-dimensional Explanation Alignment for Medical Classification NeurIPS 2024 XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models ACL 2024 A Loopback Network for Explainable Microvascular Invasion Classification CVPR 2023 Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation WACV 2023 Efficient Medical Images Text Detection with Vision-Language Pre-training Approach ACML 2023 Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis MIDL 2023 Image Quality-Aware Diagnosis via Meta-Knowledge Co-Embedding CVPR 2023 On AI-Assisted Pneumoconiosis Detection from Chest X-rays IJCAI 2023 Prior Guided 3D Medical Image Landmark Localization MIDL 2023 Probabilistic Shape Models of Anatomy Directly from Images AAAI 2023 Reproducibility of Training Deep Learning Models for Medical Image Analysis MIDL 2023 RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning AAAI 2023 Video pretraining advances 3D deep learning on chest CT tasks MIDL 2023 DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides CVPR 2022 Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images ICML 2022 FIBA: Frequency-Injection Based Backdoor Attack in Medical Image Analysis CVPR 2022 Hybrid Learning System for Large-scale Medical Image Analysis IJCAI 2022 Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022 MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022 Memory-aligned Knowledge Graph for Clinically Accurate Radiology Image Report Generation ACL 2022 NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration CVPR 2022 OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics NeurIPS 2022 On the Pitfalls of Using the Residual Error as Anomaly Score MIDL 2022 PILLET-GAN: Pixel-Level Lesion Traversal Generative Adversarial Network for Pneumonia Localization MIDL 2022