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Medical Imaging

989 directly classified papers

Papers per year

Papers

Human Uncertainty Inference via Deterministic Ensemble Neural Networks AAAI 2021
Boosting Multi-task Learning Through Combination of Task Labels - with Applications in ECG Phenotyping AAAI 2021
Efficient Folded Attention for Medical Image Reconstruction and Segmentation AAAI 2021
Flow-based Generative Models for Learning Manifold to Manifold Mappings AAAI 2021
Data Domain Change and Feature Selection to Predict Cardiac Pathology with a 2D Clinical Dataset and Convolutional Neural Networks (Student Abstract) AAAI 2021
Mobile-based Clock Drawing Test for Detecting Early Signs of Dementia AAAI 2021
Auto-Encoding Knowledge Graph for Unsupervised Medical Report Generation NIPS 2021
Deep Markov Factor Analysis: Towards Concurrent Temporal and Spatial Analysis of fMRI Data NIPS 2021
Constrained Optimization to Train Neural Networks on Critical and Under-Represented Classes NIPS 2021
Weakly-supervised High-resolution Segmentation of Mammography Images for Breast Cancer Diagnosis MIDL 2021
Feedback Graph Attention Convolutional Network for MR Images Enhancement by Exploring Self-Similarity Features MIDL 2021
Improving MRI-based Knee Disorder Diagnosis with Pyramidal Feature Details MIDL 2021
Stroke Lesion Outcome Prediction Based on 4D CT Perfusion Data Using Temporal Convolutional Networks MIDL 2021
Brain Image Synthesis With Unsupervised Multivariate Canonical CSCl4Net CVPR 2021
Automated Model Design and Benchmarking of Deep Learning Models for COVID-19 Detection with Chest CT Scans AAAI 2021
Riemannian Embedding Banks for Common Spatial Patterns with EEG-based SPD Neural Networks AAAI 2021
Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans AAAI 2021
Distribution-Aware Adaptive Multi-Bit Quantization CVPR 2021
Description-based Label Attention Classifier for Explainable ICD-9 Classification EMNLP 2021
Self-Supervised Cryo-Electron Tomography Volumetric Image Restoration From Single Noisy Volume With Sparsity Constraint ICCV 2021
Competence-based Multimodal Curriculum Learning for Medical Report Generation ACL 2021
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation ACL 2021
Towards Visual Question Answering on Pathology Images ACL 2021
Recursively Conditional Gaussian for Ordinal Unsupervised Domain Adaptation ICCV 2021
Visual-Textual Attentive Semantic Consistency for Medical Report Generation ICCV 2021