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07/06/2023
A Real-time Human Pose Estimation Approach for Optimal Sensor Placement in Sensor-based Human Activity Recognition
Sensor-based Human Activity Recognition facilitates unobtrusive monitori...
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06/08/2023
Yet Another ICU Benchmark: A Flexible Multi-Center Framework for Clinical ML
Medical applications of machine learning (ML) have experienced a surge i...
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11/21/2022
DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private Decoder
Federated learning (FL) is getting increased attention for processing se...
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09/07/2022
Analyzing Population-Level Trials as N-of-1 Trials: an Application to Gait
Studying individual causal effects of health interventions is of interes...
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05/06/2022
Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data
Privacy regulations and the physical distribution of heterogeneous data ...
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11/01/2021