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04/06/2023
Personalizing Digital Health Behavior Change Interventions using Machine Learning and Domain Knowledge
We are developing a virtual coaching system that helps patients adhere t...
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02/07/2023
Can gamification reduce the burden of self-reporting in mHealth applications? Feasibility study using machine learning from smartwatch data to estimate cognitive load
The effectiveness of digital treatments can be measured by requiring pat...
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05/27/2022
Deep Learning Fetal Ultrasound Video Model Match Human Observers in Biometric Measurements
Objective. This work investigates the use of deep convolutional neural n...
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05/05/2022
What do you need to consider when designing mobile health intervention?
Designing theory-driven digital health interventions is a challenging ta...
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04/11/2022
CXR-FL: Deep Learning-based Chest X-ray Image Analysis Using Federated Learning
Federated learning enables building a shared model from multicentre data...
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08/12/2020
Continual Class Incremental Learning for CT Thoracic Segmentation
Deep learning organ segmentation approaches require large amounts of ann...
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07/31/2020
Paying Per-label Attention for Multi-label Extraction from Radiology Reports
Training medical image analysis models requires large amounts of expertl...
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03/17/2020