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03/23/2021
HSEarch: semantic search system for workplace accident reports
Semantic search engines, which integrate the output of text mining (TM) ...
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02/16/2021
Scaling Neuroscience Research using Federated Learning
The amount of biomedical data continues to grow rapidly. However, the ab...
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07/19/2020
Deep Representation Learning For Multimodal Brain Networks
Applying network science approaches to investigate the functions and ana...
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05/02/2018
Large-Scale Unsupervised Deep Representation Learning for Brain Structure
Machine Learning (ML) is increasingly being used for computer aided diag...
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11/15/2017
Fast Predictive Simple Geodesic Regression
Deformable image registration and regression are important tasks in medi...
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09/12/2017
Identifying Genetic Risk Factors via Sparse Group Lasso with Group Graph Structure
Genome-wide association studies (GWA studies or GWAS) investigate the re...
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06/19/2017
Evaluating 35 Methods to Generate Structural Connectomes Using Pairwise Classification
There is no consensus on how to construct structural brain networks from...
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01/26/2017