AIMC Topic: Computers
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Medhere: A Smartwatch-based Medication Adherence Monitoring System using Machine Learning and Distributed Computing.
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Jul 1, 2018
Poor medication adherence threatens an individual's health and is responsible for substantial medical costs in the United States annually. In order to improve medication adherence rates and provide timely reminders, we developed a smartwatch applicat...
MIIC online: a web server to reconstruct causal or non-causal networks from non-perturbative data.
Bioinformatics (Oxford, England)
Jul 1, 2018
SUMMARY: We present a web server running the MIIC algorithm, a network learning method combining constraint-based and information-theoretic frameworks to reconstruct causal, non-causal or mixed networks from non-perturbative data, without the need fo...
[Medical computer-aided detection method based on deep learning].
Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi
Jun 25, 2018
This paper performs a comprehensive study on the computer-aided detection for the medical diagnosis with deep learning. Based on the region convolution neural network and the prior knowledge of target, this algorithm uses the region proposal network,...
Big data needs a hardware revolution.
Nature
Feb 8, 2018
An automated behavioral measure of mind wandering during computerized reading.
Behavior research methods
Feb 1, 2018
Mind wandering is a ubiquitous phenomenon in which attention shifts from task-related to task-unrelated thoughts. The last decade has witnessed an explosion of interest in mind wandering, but research has been stymied by a lack of objective measures,...
Development of a Computer-Aided Dosage and Telemonitoring System for Patients Under Oral Anticoagulation Therapy.
Studies in health technology and informatics
Jan 1, 2018
In this paper, we present a system that allows patients who require anticoagulation medicine an opportunity to independently manage their dosage concentration with the help of two machine learning algorithms. The basic idea is to predict the next dos...
The shape of work to come.
Nature
Oct 18, 2017
Can we make a carpet smart enough to detect falls?
Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference
Aug 1, 2016
In this paper, we have enhanced smart carpet, which is a floor based personnel detector system, to detect falls using a faster but low cost processor. Our hardware front end reads 128 sensors, with sensors output a voltage due to a person walking or ...
Insect-computer hybrid legged robot with user-adjustable speed, step length and walking gait.
Journal of the Royal Society, Interface
Mar 1, 2016
We have constructed an insect-computer hybrid legged robot using a living beetle (Mecynorrhina torquata; Coleoptera). The protraction/retraction and levation/depression motions in both forelegs of the beetle were elicited by electrically stimulating ...
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