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12/22/2020
Open source software for automatic subregional assessment of knee cartilage degradation using quantitative T2 relaxometry and deep learning
Objective: We evaluate a fully-automated femoral cartilage segmentation ...
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10/06/2020
Generalized Matrix Factorization
Unmeasured or latent variables are often the cause of correlations betwe...
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06/24/2020
3D Pose Detection in Videos: Focusing on Occlusion
In this work, we build upon existing methods for occlusion-aware 3D pose...
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05/26/2019
Modeling treatment events in disease progression
Ability to quantify and predict progression of a disease is fundamental ...
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04/10/2019
Google Street View image of a house predicts car accident risk of its resident
Road traffic injuries are a leading cause of death worldwide. Proper est...
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02/07/2019
Artificial Intelligence for Prosthetics - challenge solutions
In the NeurIPS 2018 Artificial Intelligence for Prosthetics challenge, p...
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09/24/2018
Longitudinal data analysis using matrix completion
In clinical practice and biomedical research, measurements are often col...
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04/02/2018
Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments
In the NIPS 2017 Learning to Run challenge, participants were tasked wit...
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03/31/2018
Learning to Run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning
Synthesizing physiologically-accurate human movement in a variety of con...
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09/10/2017