Multimodal Learning for Clinical Decision Support
portes grátis
Multimodal Learning for Clinical Decision Support
11th International Workshop, ML-CDS 2021, Held in Conjunction with MICCAI 2021, Strasbourg, France, October 1, 2021, Proceedings
Li, Quanzheng; Wang, Hongzhi; Madabhushi, Anant; Dong, Bin; Leahy, Richard; Li, Xiang; Syeda-Mahmood, Tanveer; Greenspan, Hayit
Springer Nature Switzerland AG
10/2021
117
Mole
Inglês
9783030898465
15 a 20 dias
209
Descrição não disponível.
From Picoscale Pathology to Decascale Disease: Image Registration with a Scattering Transform and Varifolds for Manipulating Multiscale Data.- Multi-Scale Hybrid Transformer Networks: Application to Prostate Disease Classification.- Predicting Treatment Response in Prostate Cancer Patients Based on Multimodal PET/CT for Clinical Decision Support.- A Federated Multigraph Integration Approach for Connectional Brain Template Learning.- SAMA: Spatially-Aware Multimodal Network with Attention for Early Lung Cancer Diagnosis.- Fully Automatic Head and Neck Cancer Prognosis Prediction in PET/CT.- Feature Selection for Privileged Modalities in Disease Classification.- Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images.- Structure and Feature based Graph U-Net for Early Alzheimer's Disease Prediction.- A Method for Predicting Alzheimer's Disease based on the Fusion of Single Nucleotide Polymorphisms and Magnetic Resonance Feature Extraction.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
artificial intelligence;Biomedical Imaging;classification methods;clinical decision support systems;computer networks;computer vision;Computer Vision;CT Image;Image Analysis;Image Fusion;Image Generation;Image Reconstruction;Image Segmentation;learning;machine learning;Neural Network;neural networks;pattern recognition;PET Image;Robot Vision and Navigation
From Picoscale Pathology to Decascale Disease: Image Registration with a Scattering Transform and Varifolds for Manipulating Multiscale Data.- Multi-Scale Hybrid Transformer Networks: Application to Prostate Disease Classification.- Predicting Treatment Response in Prostate Cancer Patients Based on Multimodal PET/CT for Clinical Decision Support.- A Federated Multigraph Integration Approach for Connectional Brain Template Learning.- SAMA: Spatially-Aware Multimodal Network with Attention for Early Lung Cancer Diagnosis.- Fully Automatic Head and Neck Cancer Prognosis Prediction in PET/CT.- Feature Selection for Privileged Modalities in Disease Classification.- Merging and Annotating Teeth and Roots from Automated Segmentation of Multimodal Images.- Structure and Feature based Graph U-Net for Early Alzheimer's Disease Prediction.- A Method for Predicting Alzheimer's Disease based on the Fusion of Single Nucleotide Polymorphisms and Magnetic Resonance Feature Extraction.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
artificial intelligence;Biomedical Imaging;classification methods;clinical decision support systems;computer networks;computer vision;Computer Vision;CT Image;Image Analysis;Image Fusion;Image Generation;Image Reconstruction;Image Segmentation;learning;machine learning;Neural Network;neural networks;pattern recognition;PET Image;Robot Vision and Navigation
