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Medical Imaging

989 directly classified papers

Papers per year

Papers

Imbalance-aware loss functions improve medical image classification MIDL 2024
Quilt-LLaVA: Visual Instruction Tuning by Extracting Localized Narratives from Open-Source Histopathology Videos CVPR 2024
Divide and Conquer Radiology Report Generation via Observation Level Fine-grained Pretraining and Prompt Tuning EMNLP 2024
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale EMNLP 2024
RULE: Reliable Multimodal RAG for Factuality in Medical Vision Language Models EMNLP 2024
OUCopula: Bi-Channel Multi-Label Copula-Enhanced Adapter-Based CNN for Myopia Screening Based on OU-UWF Images IJCAI 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024
Generalizing to Unseen Domains in Diabetic Retinopathy Classification WACV 2024
IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction WACV 2024
Continual Atlas-Based Segmentation of Prostate MRI WACV 2024
Dual Domain Diffusion Guidance for 3D CBCT Metal Artifact Reduction WACV 2024
Beyond Mimicking Under-Represented Emotions: Deep Data Augmentation with Emotional Subspace Constraints for EEG-Based Emotion Recognition AAAI 2024
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation WACV 2024
LatentDR: Improving Model Generalization Through Sample-Aware Latent Degradation and Restoration WACV 2024
I-AI: A Controllable & Interpretable AI System for Decoding Radiologists' Intense Focus for Accurate CXR Diagnoses WACV 2024
SCUNet++: Swin-UNet and CNN Bottleneck Hybrid Architecture With Multi-Fusion Dense Skip Connection for Pulmonary Embolism CT Image Segmentation WACV 2024
PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024
Generalizable Whole Slide Image Classification with Fine-Grained Visual-Semantic Interaction CVPR 2024
Fool Me Once? Contrasting Textual and Visual Explanations in a Clinical Decision-Support Setting EMNLP 2024
SPGNet: A Shape-prior Guided Network for Medical Image Segmentation IJCAI 2024
From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation WACV 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024
A Prior-information-guided Residual Diffusion Model for Multi-modal PET Synthesis from MRI IJCAI 2024
ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation EMNLP 2024
Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images WACV 2024