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

Prior Guided 3D Medical Image Landmark Localization MIDL 2023
Efficient Medical Images Text Detection with Vision-Language Pre-training Approach ACML 2023
Cut-Paste Consistency Learning for Semi-Supervised Lesion Segmentation WACV 2023
On AI-Assisted Pneumoconiosis Detection from Chest X-rays IJCAI 2023
Probabilistic Shape Models of Anatomy Directly from Images AAAI 2023
Video pretraining advances 3D deep learning on chest CT tasks MIDL 2023
Reproducibility of Training Deep Learning Models for Medical Image Analysis MIDL 2023
On the Pitfalls of Using the Residual Error as Anomaly Score MIDL 2022
Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022
Hybrid Learning System for Large-scale Medical Image Analysis IJCAI 2022
Memory-aligned Knowledge Graph for Clinically Accurate Radiology Image Report Generation ACL 2022
FIBA: Frequency-Injection Based Backdoor Attack in Medical Image Analysis CVPR 2022
NODEO: A Neural Ordinary Differential Equation Based Optimization Framework for Deformable Image Registration CVPR 2022
OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics NIPS 2022
MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022
Dual Decomposition of Convex Optimization Layers for Consistent Attention in Medical Images ICML 2022
PILLET-GAN: Pixel-Level Lesion Traversal Generative Adversarial Network for Pneumonia Localization MIDL 2022
DeepLIIF: An Online Platform for Quantification of Clinical Pathology Slides CVPR 2022
Benefits of Linear Conditioning for Segmentation using Metadata MIDL 2021
CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis ICCV 2021
Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021
Towards Visual Question Answering on Pathology Images ACL 2021
Coherent and Concise Radiology Report Generation via Context Specific Image Representations and Orthogonal Sentence States NAACL 2021
Learning Visual-Semantic Embeddings for Reporting Abnormal Findings on Chest X-rays EMNLP 2020
NeurReg: Neural Registration and Its Application to Image Segmentation WACV 2020