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medical imaging

960 papers

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Also known as

MRI

Co-occurring keywords

semantic segmentation (3179) image segmentation (962) multimodal learning (4622) self-supervised learning (3751) domain adaptation (4578) convolutional neural network (4216) chest x-ray (110) deep learning (2111) contrastive learning (3979) vision-language model (2235)

Papers

PairAug: What Can Augmented Image-Text Pairs Do for Radiology? CVPR 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis CVPR 2024
TULIP: Multi-camera 3D Precision Assessment of Parkinson's Disease CVPR 2024
Rotation-Agnostic Image Representation Learning for Digital Pathology CVPR 2024
HEST-1k: A Dataset For Spatial Transcriptomics and Histology Image Analysis NIPS 2024
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification CVPR 2024
Low-Rank Knowledge Decomposition for Medical Foundation Models CVPR 2024
MEGANet: Multi-Scale Edge-Guided Attention Network for Weak Boundary Polyp Segmentation WACV 2024
iHealth-Chile-1 at RRG24: In-context Learning and Finetuning of a Large Multimodal Model for Radiology Report Generation ACL 2024
MLeVLM: Improve Multi-level Progressive Capabilities based on Multimodal Large Language Model for Medical Visual Question Answering ACL 2024
FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders CVPR 2024
iHealth-Chile-3&2 at RRG24: Template Based Report Generation ACL 2024
MLIP: Enhancing Medical Visual Representation with Divergence Encoder and Knowledge-guided Contrastive Learning CVPR 2024
Automated Sperm Assessment Framework and Neural Network Specialized for Sperm Video Recognition WACV 2024
CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification CVPR 2024
Upping the Game: How 2D U-Net Skip Connections Flip 3D Segmentation NIPS 2024
Structure-Aware Sparse-View X-ray 3D Reconstruction CVPR 2024
Adapting Visual-Language Models for Generalizable Anomaly Detection in Medical Images CVPR 2024
Med-DANet V2: A Flexible Dynamic Architecture for Efficient Medical Volumetric Segmentation WACV 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024
Implicit Modeling of Non-rigid Objects with Cross-Category Signals AAAI 2024
Trade-Offs in Fine-Tuned Diffusion Models between Accuracy and Interpretability AAAI 2024
Arctique: An artificial histopathological dataset unifying realism and controllability for uncertainty quantification NIPS 2024
Novel Class Discovery in Chest X-rays via Paired Images and Text AAAI 2024
Enhancing vision-language models for medical imaging: bridging the 3D gap with innovative slice selection NIPS 2024