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Publicações

Publicações por João Paulo Cunha

2012

ECG artefact detection algorithm: An algorithm to improve long-term ECG analysis

Autores
Bras, S; Ferreira, N; Cunha, JPS;

Publicação
BIOSIGNALS 2012 - Proceedings of the International Conference on Bio-Inspired Systems and Signal Processing

Abstract
Newly devices allow the analysis and collection of very long-term electrocardiogram (ECG). However, associated with this devices and long-term signal, are artefacts that conduce to misleading interpretations and diagnosis. So, new developments over automatic ECG classification are needed for a reliable interpretation. The feasibility of the cardiac systems is one of the main concerns, once they are currently used as diagnosis or help systems. In this project, an artefact detection algorithm is developed, dividing the time-series in intervals of signal and artefact. The algorithm is based on the assumption that, if the analysed frame is signal, there is not an abrupt alteration over consecutive short windows. So, the time-series is divided in consecutive nonoverlapped short windows. Over these windows, it is calculated the time-series standard deviation, the maximum and minimum slope. A threshold-based rule is applied, and the algorithm reveals that, in mean, it is verified a 99.29% of correctly classified signal and only 0.71% of signal erroneously classified. Over the results obtained, the algorithm seems to present good results, however it is needed its validation in a wider and representative sample with segments marked as artefact by multiple specialists.

2012

Supporting nursing care assessment protocols with smartphones

Autores
Oliveira, IC; Silva, N; Da Veiga, I; Cunha, JPS;

Publicação
HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics

Abstract
Technological advances in mobile phones make them appealing to support nursing care at the point of treatment, especially by combining the easy-of-use, mobility and wireless communications. Novel capabilities, such as picture capturing, enlarge the applications scope. In this work, we present the HOPE system to facilitate nursing care documentation, by leveraging on standard off-the-shelf mobile phones. The proposed system moves a substantial part of the work usually deferred and performed at desktop computers to the moment and place of care. In addition, health professionals can document the clinical cases with photos, using the mobile phone built-in camera, which is being applied in diabetic foot consultation. Basic support for wound measurement is available. The information acquired is integrated in the patient's Electronic Health Record and can be shared using the mobile devices or the workstations. The proposed system is in pilot use at two Portuguese hospitals targeting inpatient care and diabetic foot consulting.

2011

DroidJacket: An android-based application for first responders monitoring

Autores
Colunas, MFM; Amaral Fernandes, JM; Oliveira, IC; Silva Cunha, JP;

Publicação
Proceedings of the 6th Iberian Conference on Information Systems and Technologies, CISTI 2011

Abstract
The Vital Responder project aims at exploring the synergies between wearable technologies, scattered sensor network, intelligent building technology and precise localization services to provide secure, reliable and effective first-response systems in emergency scenarios. One of the components required in this technological setting is the ability to monitor biosignals from first responders in the field. In this paper we present a mobile monitoring system called DroidJacket to address the Vital Responder requirements. DroidJacket uses a Android-based smartphone as a base station for vital signs acquired with the Vital Jacket® garment, enabling visualization and simple real time processing. © 2011 AISTI.

2011

A real time, wearable ECG and blood pressure monitoring system

Autores
Ferreira Marques, FA; Ribeiro, DMD; Colunas, MFM; Silva Cunha, JP;

Publicação
Proceedings of the 6th Iberian Conference on Information Systems and Technologies, CISTI 2011

Abstract
In this paper, a wearable medical device for Electrocardiogram (ECG) and blood pressure monitoring is presented. Its basis is a validated and certified existent medical device. This device was evolved in order to allow new physiological signal monitoring and real time assessment of blood pressure levels by adding a photoplethismography (PPG) probe and the incorporation of new algorithms in an online interface. The device presents accuracies of 94.6% for systolic blood pressure and 92.3% for systolic blood pressure when compared with reference values obtained from a commercial electronic Sphygmomanometer. © 2011 AISTI.

2010

Vital-Jacket®: A wearable wireless vital signs monitor for patients' mobility in cardiology and sports

Autores
Silva Cunha, JP; Cunha, B; Pereira, AS; Xavier, W; Ferreira, N; Meireles, L;

Publicação
2010 4th International Conference on Pervasive Computing Technologies for Healthcare, Pervasive Health 2010

Abstract
The Vital Jacket® (VJ) is a wearable vital signs monitoring system that joins textiles with microelectronics. After several years of development within the university lab, it has been licensed to a start-up company. Its evolutions have focused on cardiology and sports and scaled down from a jacket to a single T-shirt. The VJ manufacturing process has recently been certified to comply with the standards ISO9001 and ISO13485 and the cardiology version was approved as a Medical Device for the European market compliant with the MDD directive 42/93/CE, holding the CE1011 mark. The authors intend to wear VJs during the days of the congress to demonstrate its usefulness in first hand and will exemplify the different scenarios of use of this innovative wearable intelligent garment.

2006

Information extraction from medical reports

Autores
Ferreira, L; Teixeira, A; Da Silva Cunha, JP;

Publicação
Proceedings of the 3rd International Workshop on Natural Language Understanding and Cognitive Science, NLUCS 2006, in Conjunction with ICEIS 2006

Abstract
Information extraction technology, as defined and developed through the U.S. DARPA Message Understanding Conferences (MUCs), has proved successful at extracting information primarily from newswire texts and in domains concerned with human activity. This paper presents an Information Extraction (IE) system, intended to extract structured information from medical reports written in Portuguese. A first evaluation is performed and the results are discussed.

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