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Medical Imaging

1931 directly classified papers

Papers per year

Papers

CCT-Net: Category-Invariant Cross-Domain Transfer for Medical Single-to-Multiple Disease Diagnosis ICCV 2021
Self-Supervised Vessel Segmentation via Adversarial Learning ICCV 2021
Semi-supervised Medical Image Segmentation through Dual-task Consistency AAAI 2021
Embedding-based Instance Segmentation in Microscopy MIDL 2021
Benefits of Linear Conditioning for Segmentation using Metadata MIDL 2021
Sparse-Shot Learning With Exclusive Cross-Entropy for Extremely Many Localisations ICCV 2021
Modeling the Probabilistic Distribution of Unlabeled Data for One-shot Medical Image Segmentation AAAI 2021
Unifying Brain Age Prediction and Age-Conditioned Template Generation with a Deterministic Autoencoder MIDL 2021
Oral-3D: Reconstructing the 3D Structure of Oral Cavity from Panoramic X-ray AAAI 2021
Towards a Better Understanding of VR Sickness: Physical Symptom Prediction for VR Contents AAAI 2021
Preclinical Stage Alzheimer's Disease Detection Using Magnetic Resonance Image Scans AAAI 2021
Detection of Digital Manipulation in Facial Images (Student Abstract) 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
Unsupervised Brain Anomaly Detection and Segmentation with Transformers MIDL 2021
SWNet: Surgical Workflow Recognition with Deep Convolutional Network MIDL 2021
Minimizing Labeling Cost for Nuclei Instance Segmentation and Classification with Cross-domain Images and Weak Labels AAAI 2021
A Novel Sequence-to-Subgraph Framework for Diagnosis Classification IJCAI 2021
Electrocardio Panorama: Synthesizing New ECG views with Self-supervision IJCAI 2021
AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction IJCAI 2021
Active Deep Probabilistic Subsampling ICML 2021
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation AAAI 2021
Cross-modal Memory Networks for Radiology Report Generation ACL 2021
Subtype-aware Unsupervised Domain Adaptation for Medical Diagnosis AAAI 2021
Data augmentation for deep learning based accelerated MRI reconstruction with limited data ICML 2021
Deep Multi-Task Learning for Diabetic Retinopathy Grading in Fundus Images AAAI 2021