← Domain-Specific
Computer Vision › Domain-Specific ›

Medical Imaging

1931 directly classified papers

Papers per year

Papers

Localizing Neurosurgical Instruments Across Domains and in the Wild MIDL 2021
Dual-Stream Multiple Instance Learning Network for Whole Slide Image Classification With Self-Supervised Contrastive Learning CVPR 2021
Robust Compressed Sensing MRI with Deep Generative Priors NIPS 2021
Intermediate Layers Matter in Momentum Contrastive Self Supervised Learning NIPS 2021
Explainable Image Quality Analysis of Chest X-Rays MIDL 2021
Lesion-Aware Transformers for Diabetic Retinopathy Grading CVPR 2021
Balanced sampling for an object detection problem - application to fetal anatomies detection MIDL 2021
Learning Interclass Relations for Intravenous Contrast Phase Classification in CT MIDL 2021
Beyond pixel-wise supervision for segmentation: A few global shape descriptors might be surprisingly good! MIDL 2021
CheXseg: Combining Expert Annotations with DNN-generated Saliency Maps for X-ray Segmentation MIDL 2021
Improving Weakly Supervised Lesion Segmentation using Multi-Task Learning MIDL 2021
Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping MIDL 2021
MoCo Pretraining Improves Representation and Transferability of Chest X-ray Models MIDL 2021
Changing the Contrast of Magnetic Resonance Imaging Signals using Deep Learning MIDL 2021
Unseen Disease Detection for Deep Learning Interpretation of Chest X-rays MIDL 2021
Cluster-to-Conquer: A Framework for End-to-End Multi-Instance Learning for Whole Slide Image Classification MIDL 2021
Understanding and Visualizing Generalization in UNets MIDL 2021
A Surprisingly Effective Perimeter-based Loss for Medical Image Segmentation MIDL 2021
M-GCN: A Multimodal Graph Convolutional Network to Integrate Functional and Structural Connectomics Data to Predict Multidimensional Phenotypic Characterizations MIDL 2021
Deep Lesion Tracker: Monitoring Lesions in 4D Longitudinal Imaging Studies CVPR 2021
CorticalFlow: A Diffeomorphic Mesh Transformer Network for Cortical Surface Reconstruction NIPS 2021
Spot the Difference: Detection of Topological Changes via Geometric Alignment NIPS 2021
Removing Inter-Experimental Variability from Functional Data in Systems Neuroscience NIPS 2021
Breaking the Dilemma of Medical Image-to-image Translation NIPS 2021
MR Image Super-Resolution With Squeeze and Excitation Reasoning Attention Network CVPR 2021