Medical Imaging

Psychometry: An Omnifit Model for Image Reconstruction from Human Brain Activity CVPR 2024 QN-Mixer: A Quasi-Newton MLP-Mixer Model for Sparse-View CT Reconstruction CVPR 2024 Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos CVPR 2024 RecycleNet: Latent Feature Recycling Leads to Iterative Decision Refinement WACV 2024 Reducing Uncertainty in 3D Medical Image Segmentation under Limited Annotations through Contrastive Learning MIDL 2024 Region-Disentangled Diffusion Model for High-Fidelity PPG-to-ECG Translation AAAI 2024 Registration Quality Evaluation Metric with Self-Supervised Siamese Networks MIDL 2024 REINDIR: Repeated Embedding Infusion for Neural Deformable Image Registration MIDL 2024 Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024 RLPeri: Accelerating Visual Perimetry Test with Reinforcement Learning and Convolutional Feature Extraction AAAI 2024 Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training Data ICML 2024 Rolling-Unet: Revitalizing MLP’s Ability to Efficiently Extract Long-Distance Dependencies for Medical Image Segmentation AAAI 2024 Rotation-Agnostic Image Representation Learning for Digital Pathology CVPR 2024 RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024 Samba: Severity-aware Recurrent Modeling for Cross-domain Medical Image Grading NeurIPS 2024 SAM Fewshot Finetuning for Anatomical Segmentation in Medical Images WACV 2024 SC-MIL: Supervised Contrastive Multiple Instance Learning for Imbalanced Classification in Pathology WACV 2024 SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture With Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation WACV 2024 See Detail Say Clear: Towards Brain CT Report Generation via Pathological Clue-driven Representation Learning EMNLP 2024 Self-Supervised Learning With Masked Autoencoders for Teeth Segmentation From Intra-Oral 3D Scans WACV 2024 Self-Training Large Language and Vision Assistant for Medical Question Answering EMNLP 2024 Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency ECCV 2024 Semi-supervised TEE Segmentation via Interacting with SAM Equipped with Noise-Resilient Prompting AAAI 2024 SI-MIL: Taming Deep MIL for Self-Interpretability in Gigapixel Histopathology CVPR 2024 Slice and Conquer: A Planar-to-3D Framework for Efficient Interactive Segmentation of Volumetric Images WACV 2024