Medical Imaging

Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction AAAI 2022 KernelGPA: A Deformable SLAM Back-end RSS 2022 Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop WACV 2022 Learning Sparse Interpretable Features For NAS Scoring From Liver Biopsy Images IJCAI 2022 Learning the Physics of Particle Transport via Transformers AAAI 2022 Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis NeurIPS 2022 M3T: Three-Dimensional Medical Image Classifier Using Multi-Plane and Multi-Slice Transformer CVPR 2022 MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022 METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy WACV 2022 Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning NeurIPS 2022 Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations AACL 2022 Noninvasive Lung Cancer Early Detection via Deep Methylation Representation Learning AAAI 2022 OLIVES Dataset: Ophthalmic Labels for Investigating Visual Eye Semantics NeurIPS 2022 On Image Segmentation With Noisy Labels: Characterization and Volume Properties of the Optimal Solutions to Accuracy and Dice NeurIPS 2022 OpenSRH: optimizing brain tumor surgery using intraoperative stimulated Raman histology NeurIPS 2022 OSSO: Obtaining Skeletal Shape From Outside CVPR 2022 Overview of the MedVidQA 2022 Shared Task on Medical Video Question-Answering ACL 2022 PhysFormer: Facial Video-Based Physiological Measurement With Temporal Difference Transformer CVPR 2022 Probing Word Syntactic Representations in the Brain by a Feature Elimination Method AAAI 2022 PulseImpute: A Novel Benchmark Task for Pulsative Physiological Signal Imputation NeurIPS 2022 Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation AAAI 2022 Reinforced Cross-modal Alignment for Radiology Report Generation ACL 2022 SCL-WC: Cross-Slide Contrastive Learning for Weakly-Supervised Whole-Slide Image Classification NeurIPS 2022 SCRIB: Set-Classifier with Class-Specific Risk Bounds for Blackbox Models AAAI 2022 Self-Supervised Generative Style Transfer for One-Shot Medical Image Segmentation WACV 2022