A 3D Convolutional Deep Neural Network for lumbar plexus segmentation

Are Two MR Images Enough to Generate the Third One Accurately? - Clinically Feasible Fat Suppression of Lumbar Spine MRI from T1w and T2w Images Only

Automated Cartilage Segmentation for Clinical Knee MR Images using Transfer Learning

Author:Mingrui Yang  Ceylan Colak  Andreas Nanavati  Sibaji Gaj  Carl Winalski  Naveen Subhas  Xiaojuan Li  

Institution:Cleveland Clinic  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2661  

Room Live Q&A Session:

Automated Segmentation of Knee Articular Cartilage on MRI Data: Increasing Network Capacity with Transfer Learning

Compartment-specific Knee Cartilage Segmentation using Deep Learning

Convolutional neural network automatic global segmentation of thigh muscle water-fat images in neuromuscular diseases

Deep-learning Methods for Meniscus Segmentation in Knee MRI

Discrimination of subjects with and without knee osteoarthritis using a radiomics approach on tibial bone

Author:Jukka Hirvasniemi  Stefan Klein  Dieuwke Schiphof  Edwin Oei  

Institution:Erasmus MC  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:Machine Learning and Emerging Methods in MSK  

Session Name:Machine Learning in Musculoskeletal 1  

Program Number:2651  

Room Live Q&A Session:

External validation of a machine learning algorithm for differentiating between myelodysplastic syndromes and aplastic anemia

Generalizability of Deep-Learning Segmentation Algorithms on Independent Datasets for Measuring T2 Relaxation Times

Knee MR Image Translation from Multi Contrast Images for Fat Suppression via Deep Learning with Perceptual Loss

Mapping of exercise-stimulated muscle perfusion using DCE-MRI and an artificial neural network approach

Noise Reduction of 3D Fast Spin Echo Knee Imaging Using Fusion of Convolutional Neural Networks

Texture Analysis of T2-weighted Lumbar Spine MRI Predicts Presence of Low Back Pain