Medical Imaging

NaMa: Neighbor-Aware Multi-Modal Adaptive Learning for Prostate Tumor Segmentation on Anisotropic MR Images AAAI 2024 NcIEMIL: Rethinking Decoupled Multiple Instance Learning Framework for Histopathological Slide Classification MIDL 2024 NeBLa: Neural Beer-Lambert for 3D Reconstruction of Oral Structures from Panoramic Radiographs AAAI 2024 NePhi: Neural Deformation Fields for Approximately Diffeomorphic Medical Image Registration ECCV 2024 Network conditioning for synergistic learning on partial annotations MIDL 2024 Novel Class Discovery in Chest X-rays via Paired Images and Text AAAI 2024 Nuclei Segmentation in Histopathological Images with Enhanced U-Net3+ MIDL 2024 Null Space Matters: Range-Null Decomposition for Consistent Multi-Contrast MRI Reconstruction AAAI 2024 OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM CVPR 2024 One-Prompt to Segment All Medical Images CVPR 2024 OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images IJCAI 2024 PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024 Parameter-Efficient Fine-Tuning for Medical Image Analysis: The Missed Opportunity MIDL 2024 PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology AAAI 2024 PathLDM: Text Conditioned Latent Diffusion Model for Histopathology WACV 2024 PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024 PHG-Net: Persistent Homology Guided Medical Image Classification WACV 2024 Physics-Regularized Multi-Modal Image Assimilation for Brain Tumor Localization NeurIPS 2024 Point Transformer with Federated Learning for Predicting Breast Cancer HER2 Status from Hematoxylin and Eosin-Stained Whole Slide Images AAAI 2024 Polyper: Boundary Sensitive Polyp Segmentation AAAI 2024 PRECISe : Prototype-Reservation for Explainable classification under Imbalanced and Scarce-Data Settings MLHC 2024 Predictive Powered Inference for Healthcare; Relating Optical Coherence Tomography Scans to Multiple Sclerosis Disease Progression MLHC 2024 Preface for International Conference on Medical Imaging with Deep Learning 2024 MIDL 2024 Progressive Divide-and-Conquer via Subsampling Decomposition for Accelerated MRI CVPR 2024 PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation CVPR 2024