conftrace_

medical image analysis

90 papers

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Also known as

MIA

Co-occurring keywords

medical imaging (971) chest x-ray (118) multimodal learning (4645) image segmentation (971) self-supervised learning (3777) contrastive learning (4032) disease diagnosis (33) deep learning (2118) convolutional neural network (4226) vision-language model (2348)

Papers

SmartKC++: Improving Performance of Smartphone-Based Corneal Topographers WACV 2025
HYDEN: Hyperbolic Density Representations for Medical Images and Reports COLING 2025
FLIQA-AD: a Fusion Model with Large Language Model for Better Diagnose and MMSE Prediction of Alzheimer’s Disease NAACL 2025
EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation IJCNLP 2025
Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis AAAI 2025
EditGRPO: Reinforcement Learning with Post -Rollout Edits for Clinically Accurate Chest X-Ray Report Generation AACL 2025
Category Prompt Mamba Network for Nuclei Segmentation and Classification AAAI 2025
MICA: Towards Explainable Skin Lesion Diagnosis via Multi-Level Image-Concept Alignment AAAI 2024
B-spine: Learning B-spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation AAAI 2024
Automatic Interpretation of Line Probe Assay Test for Tuberculosis AAAI 2024
Polyper: Boundary Sensitive Polyp Segmentation AAAI 2024
Real-Time Polyp Detection in Colonoscopy Using Lightweight Transformer WACV 2024
Learning Quality Labels for Robust Image Classification WACV 2024
Light-weight Fine-tuning Method for Defending Adversarial Noise in Pre-trained Medical Vision-Language Models EMNLP 2024
A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis NIPS 2024
Towards Multi-dimensional Explanation Alignment for Medical Classification NIPS 2024
XrayGPT: Chest Radiographs Summarization using Large Medical Vision-Language Models ACL 2024
Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts CVPR 2024
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis NIPS 2024
Enhancing Adverse Drug Event Detection with Multimodal Dataset: Corpus Creation and Model Development ACL 2024
Multi-View Classification Using Hybrid Fusion and Mutual Distillation WACV 2024
RLogist: Fast Observation Strategy on Whole-Slide Images with Deep Reinforcement Learning AAAI 2023
Image Quality-Aware Diagnosis via Meta-Knowledge Co-Embedding CVPR 2023
A Loopback Network for Explainable Microvascular Invasion Classification CVPR 2023
Evaluating the Fairness of Deep Learning Uncertainty Estimates in Medical Image Analysis MIDL 2023