Medical Imaging

Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses NeurIPS 2023 KU-DMIS-MSRA at RadSum23: Pre-trained Vision-Language Model for Radiology Report Summarization ACL 2023 Label-Free Liver Tumor Segmentation CVPR 2023 Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation ICCV 2023 Learning Federated Visual Prompt in Null Space for MRI Reconstruction CVPR 2023 Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos AAAI 2023 Less Likely Brainstorming: Using Language Models to Generate Alternative Hypotheses ACL 2023 Leveraging Old Knowledge to Continually Learn New Classes in Medical Images AAAI 2023 LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day NeurIPS 2023 M3AE: Multimodal Representation Learning for Brain Tumor Segmentation with Missing Modalities AAAI 2023 MAESTER: Masked Autoencoder Guided Segmentation at Pixel Resolution for Accurate, Self-Supervised Subcellular Structure Recognition CVPR 2023 MagicNet: Semi-Supervised Multi-Organ Segmentation via Magic-Cube Partition and Recovery CVPR 2023 MCF: Mutual Correction Framework for Semi-Supervised Medical Image Segmentation CVPR 2023 MEDICAL IMAGE UNDERSTANDING WITH PRETRAINED VISION LANGUAGE MODELS: A COMPREHENSIVE STUDY ICLR 2023 Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models ACL 2023 METransformer: Radiology Report Generation by Transformer With Multiple Learnable Expert Tokens CVPR 2023 MMTN: Multi-Modal Memory Transformer Network for Image-Report Consistent Medical Report Generation AAAI 2023 MulGT: Multi-Task Graph-Transformer with Task-Aware Knowledge Injection and Domain Knowledge-Driven Pooling for Whole Slide Image Analysis AAAI 2023 MVCINN: Multi-View Diabetic Retinopathy Detection Using a Deep Cross-Interaction Neural Network AAAI 2023 Neural Deformable Models for 3D Bi-Ventricular Heart Shape Reconstruction and Modeling from 2D Sparse Cardiac Magnetic Resonance Imaging ICCV 2023 Neuralizer: General Neuroimage Analysis Without Re-Training CVPR 2023 NeuroGraph: Benchmarks for Graph Machine Learning in Brain Connectomics NeurIPS 2023 Neuron Structure Modeling for Generalizable Remote Physiological Measurement CVPR 2023 OReX: Object Reconstruction From Planar Cross-Sections Using Neural Fields CVPR 2023 Orthogonal Annotation Benefits Barely-Supervised Medical Image Segmentation CVPR 2023