AIMC Topic: Biosensing Techniques
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CMUT-based biosensor with convolutional neural network signal processing.
Ultrasonics
Jul 2, 2019
The improvement of the micromachined ultrasound transducer based (CMUT) biosensor fabrication technology and signal processing, which led to higher signal to noise ratio is reported. The biosensor contains interdigitally arranged CMUT structure with ...
A Deep Learning-Based Automatic Mosquito Sensing and Control System for Urban Mosquito Habitats.
Sensors (Basel, Switzerland)
Jun 21, 2019
Mosquito control is important as mosquitoes are extremely harmful pests that spread various infectious diseases. In this research, we present the preliminary results of an automated system that detects the presence of mosquitoes via image processing ...
Data-Driven Automated Cardiac Health Management with Robust Edge Analytics and De-Risking.
Sensors (Basel, Switzerland)
Jun 18, 2019
Remote and automated healthcare management has shown the prospective to significantly impact the future of human prognosis rate. Internet of Things (IoT) enables the development and implementation ecosystem to cater the need of large number of releva...
A Multi-Sensor System for Silkworm Cocoon Gender Classification via Image Processing and Support Vector Machine.
Sensors (Basel, Switzerland)
Jun 12, 2019
Sericulture is traditionally a labor-intensive rural-based industry. In modern contexts, the development of process automation faces new challenges related to quality and efficiency. During the silkworm farming life cycle, a common issue is represent...
Electrochemical inhibition bacterial sensor array for detection of water pollutants: artificial neural network (ANN) approach.
Analytical and bioanalytical chemistry
Jun 3, 2019
This work reports on further development of an inhibition electrochemical sensor array based on immobilized bacteria for the preliminary detection of a wide range of organic and inorganic pollutants, such as heavy metal salts (HgCl, PbCl, CdCl), pest...
Biocompatible propulsion for biomedical micro/nano robotics.
Biosensors & bioelectronics
May 17, 2019
Micro/Nano robots have shown enormous potential for diverse biomedical applications, such as targeted delivery, in vivo biosensing, minimally invasive surgery and cell manipulation through extending their area of operation to various previously inacc...
A Mature-Tomato Detection Algorithm Using Machine Learning and Color Analysis.
Sensors (Basel, Switzerland)
Apr 30, 2019
An algorithm was proposed for automatic tomato detection in regular color images to reduce the influence of illumination and occlusion. In this method, the Histograms of Oriented Gradients (HOG) descriptor was used to train a Support Vector Machine (...
A Deep-Learning Model for Subject-Independent Human Emotion Recognition Using Electrodermal Activity Sensors.
Sensors (Basel, Switzerland)
Apr 7, 2019
One of the main objectives of Active and Assisted Living (AAL) environments is to ensure that elderly and/or disabled people perform/live well in their immediate environments; this can be monitored by among others the recognition of emotions based on...
Accelerometer-Based Human Fall Detection Using Convolutional Neural Networks.
Sensors (Basel, Switzerland)
Apr 6, 2019
Human falls are a global public health issue resulting in over 37.3 million severe injuries and 646,000 deaths yearly. Falls result in direct financial cost to health systems and indirectly to society productivity. Unsurprisingly, human fall detectio...
Equivalent circuit models for a biomembrane impedance sensor and analysis of electrochemical impedance spectra based on support vector regression.
Medical & biological engineering & computing
Apr 2, 2019
In this study, an electrochemical impedance biosensor was developed as a simple and fast method for real-time monitoring of biofilm binding properties via continuous impedance spectroscopy. To prepare the sensing membrane, cells were immobilized onto...
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