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Medical Imaging

1931 directly classified papers

Papers per year

Papers

FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders CVPR 2024
I-AI: A Controllable & Interpretable AI System for Decoding Radiologists' Intense Focus for Accurate CXR Diagnoses WACV 2024
Cross-model Mutual Learning for Exemplar-based Medical Image Segmentation AISTATS 2024
Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology CVPR 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024
From Denoising Training To Test-Time Adaptation: Enhancing Domain Generalization for Medical Image Segmentation WACV 2024
Structure-Aware Sparse-View X-ray 3D Reconstruction CVPR 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024
Are Natural Domain Foundation Models Useful for Medical Image Classification? WACV 2024
Double InfoGAN for Contrastive Analysis AISTATS 2024
SynergyNet: Bridging the Gap Between Discrete and Continuous Representations for Precise Medical Image Segmentation WACV 2024
Self-Sampling Meta SAM: Enhancing Few-Shot Medical Image Segmentation With Meta-Learning WACV 2024
Attention-Guided Prototype Mixing: Diversifying Minority Context on Imbalanced Whole Slide Images Classification Learning WACV 2024
Medical Vision-Language Pre-Training for Brain Abnormalities COLING 2024
A Multi-Task Transformer Model for Fine-grained Labelling of Chest X-Ray Reports COLING 2024
CSAM: A 2.5D Cross-Slice Attention Module for Anisotropic Volumetric Medical Image Segmentation WACV 2024
Towards Answering Health-related Questions from Medical Videos: Datasets and Approaches COLING 2024
Targeted Activation Penalties Help CNNs Ignore Spurious Signals AAAI 2024
Combining Graph Transformers Based Multi-Label Active Learning and Informative Data Augmentation for Chest Xray Classification AAAI 2024
MetaSeg: MetaFormer-Based Global Contexts-Aware Network for Efficient Semantic Segmentation WACV 2024
GMAI-MMBench: A Comprehensive Multimodal Evaluation Benchmark Towards General Medical AI NIPS 2024
Addressing Asynchronicity in Clinical Multimodal Fusion via Individualized Chest X-ray Generation NIPS 2024
IR-FRestormer: Iterative Refinement With Fourier-Based Restormer for Accelerated MRI Reconstruction WACV 2024
GraphMorph: Tubular Structure Extraction by Morphing Predicted Graphs NIPS 2024
Polyper: Boundary Sensitive Polyp Segmentation AAAI 2024