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Medical Imaging

1,998 papers

Papers per year

3
20
137
414
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Papers

T-AutoML: Automated Machine Learning for Lesion Segmentation Using Transformers in 3D Medical Imaging ICCV 2021
Big Self-Supervised Models Advance Medical Image Classification ICCV 2021
Recurrent Mask Refinement for Few-Shot Medical Image Segmentation ICCV 2021
R-SLAM: Optimizing Eye Tracking From Rolling Shutter Video of the Retina ICCV 2021
Semantic Aware Data Augmentation for Cell Nuclei Microscopical Images With Artificial Neural Networks ICCV 2021
IntraTomo: Self-Supervised Learning-Based Tomography via Sinogram Synthesis and Prediction ICCV 2021
Deep Survival Analysis With Longitudinal X-Rays for COVID-19 ICCV 2021
BioFors: A Large Biomedical Image Forensics Dataset ICCV 2021
Generative Adversarial Registration for Improved Conditional Deformable Templates ICCV 2021
CryoDRGN2: Ab Initio Neural Reconstruction of 3D Protein Structures From Real Cryo-EM Images ICCV 2021
RFNet: Region-Aware Fusion Network for Incomplete Multi-Modal Brain Tumor Segmentation ICCV 2021
Data augmentation for deep learning based accelerated MRI reconstruction with limited data ICML 2021
Active Deep Probabilistic Subsampling ICML 2021
Medical Image Segmentation using Squeeze-and-Expansion Transformers IJCAI 2021
AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction IJCAI 2021
SalientSleepNet: Multimodal Salient Wave Detection Network for Sleep Staging IJCAI 2021
Electrocardio Panorama: Synthesizing New ECG views with Self-supervision IJCAI 2021
A Novel Sequence-to-Subgraph Framework for Diagnosis Classification IJCAI 2021
Competence-based Multimodal Curriculum Learning for Medical Report Generation IJCNLP 2021
Writing by Memorizing: Hierarchical Retrieval-based Medical Report Generation IJCNLP 2021
The DiCOVA 2021 Challenge — An Encoder-Decoder Approach for COVID-19 Recognition from Coughing Audio INTERSPEECH 2021
Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information INTERSPEECH 2021
Golos: Russian Dataset for Speech Research INTERSPEECH 2021
Vocal-Tract Models to Visualize the Airstream of Human Breath and Droplets While Producing Speech INTERSPEECH 2021
Self-Rule to Adapt: Learning Generalized Features from Sparsely-Labeled Data Using Unsupervised Domain Adaptation for Colorectal Cancer Tissue Phenotyping MIDL 2021