Machine learning in medical applications: A review of state-of-the-art methods

M Shehab, L Abualigah, Q Shambour… - Computers in Biology …, 2022 - Elsevier
Applications of machine learning (ML) methods have been used extensively to solve various
complex challenges in recent years in various application areas, such as medical, financial …

Wearable heart rate sensor systems for wireless canine health monitoring

R Brugarolas, T Latif, J Dieffenderfer… - IEEE Sensors …, 2015 - ieeexplore.ieee.org
There is an increasing interest from dog handlers and veterinarians in an ability to
continuously monitor dogs' vital signs (heart rate, heart rate variability, and respiratory rate) …

Real time analysis of bioanalytes in healthcare, food, zoology and botany

T Wang, A Ramnarayanan, H Cheng - Sensors, 2017 - mdpi.com
The growing demand for real time analysis of bioanalytes has spurred development in the
field of wearable technology to offer non-invasive data collection at a low cost. The …

Toward cyber-enhanced working dogs for search and rescue

A Bozkurt, DL Roberts, BL Sherman… - IEEE Intelligent …, 2014 - ieeexplore.ieee.org
The authors introduce the fundamental building blocks for a cyber-enabled, computer-
mediated communication platform to connect human and canine intelligence to achieve a …

Machine learning based canine posture estimation using inertial data

M Marcato, S Tedesco, C O'Mahony, B O'Flynn… - Plos one, 2023 - journals.plos.org
The aim of this study was to design a new canine posture estimation system specifically for
working dogs. The system was composed of Inertial Measurement Units (IMUs) that are …

Behavior recognition based on machine learning algorithms for a wireless canine machine interface

R Brugarolas, RT Loftin, P Yang… - … conference on body …, 2013 - ieeexplore.ieee.org
Training and handling working dogs is a costly process and requires specialized skills and
techniques. Less subjective and lower-cost training techniques would not only improve our …

Semi-supervised classification of static canine postures using the Microsoft Kinect

S Mealin, IX Domínguez, DL Roberts - Proceedings of the Third …, 2016 - dl.acm.org
3D sensing hardware, such as the Microsoft Kinect, allows new interaction paradigms that
would be difficult to accomplish with traditional RGB cameras alone. One basic step in …

Wearable wireless biophotonic and biopotential sensors for canine health monitoring

R Brugarolas, J Dieffenderfer, K Walker… - SENSORS, 2014 …, 2014 - ieeexplore.ieee.org
There is an increasing interest from dog handlers and veterinarians in the ability to
continuously monitor dogs' vital signs (heart rate, heart rate variability and respiration rate) …

Balancing noise sensitivity, response latency, and posture accuracy for a computer-assisted canine posture training system

J Majikes, R Brugarolas, M Winters, S Yuschak… - International Journal of …, 2017 - Elsevier
This paper describes a canine posture detection system composed of wearable sensors and
instrumented devices that detect the postures sit, stand, and eat. The system consists of a …

Towards a canine-human communication system based on head gestures

G Valentin, J Alcaidinho, A Howard… - Proceedings of the 12th …, 2015 - dl.acm.org
We explored symbolic canine-human communication for working dogs through the use of
canine head gestures. We identified a set of seven criteria for selecting head gestures and …