Medical Imaging

Interactive Segmentation and Visualization for Tiny Objects in Multi-Megapixel Images CVPR 2022 Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays MIDL 2022 Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models? MIDL 2022 JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation COLING 2022 KenMeSH: Knowledge-enhanced End-to-end Biomedical Text Labelling ACL 2022 KeyMorph: Robust Multi-modal Affine Registration via Unsupervised Keypoint Detection MIDL 2022 Knowledge-Augmented Contrastive Learning for Abnormality Classification and Localization in Chest X-Rays With Radiomics Using a Feedback Loop WACV 2022 Label-Efficient Hybrid-Supervised Learning for Medical Image Segmentation AAAI 2022 Language over Labels: Contrastive Language Supervision Exceeds Purely Label-Supervised Classification Performance on Chest X-Rays AACL 2022 Large Sequence Representation Learning via Multi-Stage Latent Transformers COLING 2022 Learning Morphological Feature Perturbations for Calibrated Semi-Supervised Segmentation MIDL 2022 Learning Optimal K-Space Acquisition and Reconstruction Using Physics-Informed Neural Networks CVPR 2022 Learning Proposals for Practical Energy-Based Regression AISTATS 2022 Learning Shape Reconstruction from Sparse Measurements with Neural Implicit Functions MIDL 2022 Learning To Restore 3D Face From In-the-Wild Degraded Images CVPR 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 MAF-Net: Multi-branch Anchor-Free Detector for Polyp Localization and Classification in Colonoscopy MIDL 2022 Maximum a posteriori natural scene reconstruction from retinal ganglion cells with deep denoiser priors NeurIPS 2022 MBI-Net: A Non-Intrusive Multi-Branched Speech Intelligibility Prediction Model for Hearing Aids Interspeech 2022 MedFuse: Multi-modal fusion with clinical time-series data and chest X-ray images MLHC 2022 MetaTeacher: Coordinating Multi-Model Domain Adaptation for Medical Image Classification NeurIPS 2022 METGAN: Generative Tumour Inpainting and Modality Synthesis in Light Sheet Microscopy WACV 2022 MNet: Rethinking 2D/3D Networks for Anisotropic Medical Image Segmentation IJCAI 2022 MonoScene: Monocular 3D Semantic Scene Completion CVPR 2022