AI Medical Compendium Topic:
Wearable Electronic Devices

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ReLearn: A Robust Machine Learning Framework in Presence of Missing Data for Multimodal Stress Detection from Physiological Signals.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Nov 1, 2021
Continuous and multimodal stress detection has been performed recently through wearable devices and machine learning algorithms. However, a well-known and important challenge of working on physiological signals recorded by conventional monitoring dev...
Algorithms Wearable Electronic Devices Movement Humans Machine Learning
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Predicting the Progression of Parkinson's Disease MDS-UPDRS-III Motor Severity Score from Gait Data using Deep Learning.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Nov 1, 2021
Parkinson's disease (PD) is a common neurodegenerative disease presenting with both motor and non-motor symptoms. Among PD motor symptoms, gait impairments are common and evolve over time. PD motor symptoms severity can be evaluated using clinical sc...
Parkinson Disease Humans Neurodegenerative Diseases Deep Learning Gait Wearable Electronic Devices
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The growing role of artificial intelligence and of wearable devices in the management of arrhythmias.

European heart journal Oct 7, 2021
Arrhythmias, Cardiac Humans Artificial Intelligence Wearable Electronic Devices
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Disentangling data dependency using cross-validation strategies to evaluate prediction quality of cattle grazing activities using machine learning algorithms and wearable sensor data.

Journal of animal science Sep 1, 2021
Wearable sensors have been explored as an alternative for real-time monitoring of cattle feeding behavior in grazing systems. To evaluate the performance of predictive models such as machine learning (ML) techniques, data cross-validation (CV) approa...
Wearable Electronic Devices Algorithms Animals Cattle Neural Networks, Computer Male Linear Models Machine Learning
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'Rise of the machines': the next frontier in individualized medicine.

Cardiovascular research Aug 29, 2021
Machine Learning Forecasting Precision Medicine Humans Diffusion of Innovation Therapy, Computer-Assisted Models, Cardiovascular Diagnosis, Computer-Assisted Wearable Electronic Devices Telemedicine
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Editorial: Designing a Protocol Adopting an Artificial Intelligence (AI)-Driven Approach for Early Diagnosis of Late-Onset Alzheimer's Disease.

Journal of molecular neuroscience : MN Jul 1, 2021
Late Onset Disorders Clinical Trial Protocols as Topic Early Diagnosis Hong Kong Medical History Taking Memory Behavior Mental Status and Dementia Tests Asian People Alzheimer Disease Ethnicity Models, Biological Patient Selection Case-Control Studies Wearable Electronic Devices Mobile Applications Cognition Observational Studies as Topic Mutation Prospective Studies Biomarkers Language Humans Artificial Intelligence
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A deep learning-based medication behavior monitoring system.

Mathematical biosciences and engineering : MBE Jan 28, 2021
The internet of things (IoT) and deep learning are emerging technologies in diverse research fields, including the provision of IT services in medical domains. In the COVID-19 era, intelligent medication behavior monitoring systems for stable patient...
Monitoring, Physiologic Equipment Design COVID-19 Drug Treatment Internet of Things Biomedical Engineering Neural Networks, Computer Assessment of Medication Adherence Software Wearable Electronic Devices Pandemics Computer Systems SARS-CoV-2 Humans Medication Adherence Deep Learning Directly Observed Therapy
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Wearable on-device deep learning system for hand gesture recognition based on FPGA accelerator.

Mathematical biosciences and engineering : MBE Nov 23, 2020
Gesture recognition is critical in the field of Human-Computer Interaction, especially in healthcare, rehabilitation, sign language translation, etc. Conventionally, the gesture recognition data collected by the inertial measurement unit (IMU) sensor...
Neural Networks, Computer Deep Learning Wearable Electronic Devices Humans Gestures Equipment Design
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The painstaking pace of bioelectronic interfaces.

Nature biomedical engineering Oct 1, 2020
Brain-Computer Interfaces Humans Artificial Intelligence Animals Wearable Electronic Devices Robotics Prostheses and Implants
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Estimating Reliability of Signal Quality of Physiological Data from Data Statistics Itself for Real-time Wearables.

Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference Jul 1, 2020
Artificial intelligence (AI) algorithms including machine and deep learning relies on proper data for classification and subsequent action. However, real-time unsupervised streaming data might not be reliable, which can lead to reduced accuracy or hi...
Reproducibility of Results Neural Networks, Computer Artificial Intelligence Wearable Electronic Devices Signal Processing, Computer-Assisted
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