Medical Imaging

Additive MIL: Intrinsically Interpretable Multiple Instance Learning for Pathology NeurIPS 2022 A Deep Learning Approach for the Segmentation of Electroencephalography Data in Eye Tracking Applications ICML 2022 AdwU-Net: Adaptive Depth and Width U-Net for Medical Image Segmentation by Differentiable Neural Architecture Search MIDL 2022 Affine Medical Image Registration With Coarse-To-Fine Vision Transformer CVPR 2022 AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation WACV 2022 AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation IJCAI 2022 Air tissue boundary segmentation using regional loss in real-time Magnetic Resonance Imaging video for speech production Interspeech 2022 Aladdin: Joint Atlas Building and Diffeomorphic Registration Learning With Pairwise Alignment CVPR 2022 ALGES: Active Learning with Gradient Embeddings for Semantic Segmentation of Laparoscopic Surgical Images MLHC 2022 Aligning individual brains with fused unbalanced Gromov Wasserstein NeurIPS 2022 A Modular Deep Learning Pipeline for Cell Culture Analysis: Investigating the Proliferation of Cardiomyocytes MIDL 2022 Amortized Inference for Heterogeneous Reconstruction in Cryo-EM NeurIPS 2022 AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation NeurIPS 2022 An Analysis of the Impact of Annotation Errors on the Accuracy of Deep Learning for Cell Segmentation MIDL 2022 An End-to-End Traditional Chinese Medicine Constitution Assessment System Based on Multimodal Clinical Feature Representation and Fusion AAAI 2022 Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student Abstract) AAAI 2022 Anomaly Detection in Echocardiograms with Dynamic Variational Trajectory Models MLHC 2022 Are 2.5D approaches superior to 3D deep networks in whole brain segmentation? MIDL 2022 A Self-improving Skin Lesions Diagnosis Framework Via Pseudo-labeling and Self-distillation ACML 2022 Augmented Adversarial Self-Supervised Learning for Early-Stage Alzheimer's Speech Detection Interspeech 2022 Automatic Assessment of Speech Intelligibility using Consonant Similarity for Head and Neck Cancer Interspeech 2022 Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are? MIDL 2022 Bi-directional Weakly Supervised Knowledge Distillation for Whole Slide Image Classification NeurIPS 2022 Biological Instance Segmentation with a Superpixel-Guided Graph IJCAI 2022 Burst Image Restoration and Enhancement CVPR 2022