A smart mobile, self-configuring, context-aware architecture for personal health monitoring (356 views) (PDF public 169 views)
Engineering Applications Of Artificial Intelligence, 2018; 67: 136-156.
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Paper type: Journal Article,
Impact factor: 2.819, 5-year impact factor: 0
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Keywords: Heart Rate, Spo2, Pedometer, Health Monitoring,
Affiliations:
*** IBB - CNR ***
National Research Council of Italy — Institute for High Performance Computing and Networking (ICAR), Via P. Castellino 111, 80131 Naples, Italy;
Neatec S.p.A., Via Campi Flegrei, 34, 80078 Pozzuoli, Italy
References:
Not available.
Engineering Applications Of Artificial Intelligence, 2018; 67: 136-156.
Export to BibTeX Export to EndNote
Paper type: Journal Article,
Impact factor: 2.819, 5-year impact factor: 0
Url: Not available.
Keywords: Heart Rate, Spo2, Pedometer, Health Monitoring,
Affiliations:
*** IBB - CNR ***
National Research Council of Italy — Institute for High Performance Computing and Networking (ICAR), Via P. Castellino 111, 80131 Naples, Italy;
Neatec S.p.A., Via Campi Flegrei, 34, 80078 Pozzuoli, Italy
References:
Not available.
A smart mobile, self-configuring, context-aware architecture for personal health monitoring
The last decade has witnessed an exponential increase in older adult population suffering from chronic life-long
diseases and needing healthcare. This situation has highlighted a need to revolutionize healthcare and provide
innovative, efficient, and affordable solutions to patients at any time and from anywhere in an economic and
friendly manner. The recent developments in sensing, mobile, and embedded devices have attracted considerable
attention toward mobile health monitoring applications. However, existing architectures aimed at facilitating the
realization of these mobile applications have shown to be not suitable to address all these challenging issues: (i)
the seamless integration of heterogeneous devices; (ii) the estimation of vital parameters not measurable directly
or measurable with a low accuracy; (iii) the extraction of context information pertaining to the patient’s activity to
be used for the interpretation of vital parameters; (iv) the correlation of physiological and contextual information
to detect suspicious anomalies and supply alerts; (v) the notification of anomalies to doctors and caregivers only
when their detection is accurate and appropriate. In light of the above, this paper presents a smart mobile, selfconfiguring,
context-aware architecture devised to enable the rapid prototyping of personal health monitoring
applications for different scenarios, by exploiting commercial wearable sensors and mobile devices as well as
knowledge-based technologies. This architecture is organized as a composition of four tiers that operate on a
layered fashion and it exploits an ontology-based data model to ensure intercommunication among these tiers and
the monitoring applications built on the top of them. The proposed architecture has been implemented for mobile
devices equipped with the Android platform and evaluated with respect to its modifiability by employing the
ALMA (Architecture Level Modifiability Analysis) method, highlighting its capability of being rapidly customized,
personalized or eventually modified by software developers in order to prototype, with a reduced effort, novel
health monitoring applications on the top of its components. Finally, it has been employed to build, as case
study, a mobile application aimed at monitoring and managing cardiac arrhythmias, such as bradycardia and
tachycardia, confirming its effectiveness with respect to a real scenario.
The last decade has witnessed an exponential increase in older adult population suffering from chronic life-long
diseases and needing healthcare. This situation has highlighted a need to revolutionize healthcare and provide
innovative, efficient, and affordable solutions to patients at any time and from anywhere in an economic and
friendly manner. The recent developments in sensing, mobile, and embedded devices have attracted considerable
attention toward mobile health monitoring applications. However, existing architectures aimed at facilitating the
realization of these mobile applications have shown to be not suitable to address all these challenging issues: (i)
the seamless integration of heterogeneous devices; (ii) the estimation of vital parameters not measurable directly
or measurable with a low accuracy; (iii) the extraction of context information pertaining to the patient’s activity to
be used for the interpretation of vital parameters; (iv) the correlation of physiological and contextual information
to detect suspicious anomalies and supply alerts; (v) the notification of anomalies to doctors and caregivers only
when their detection is accurate and appropriate. In light of the above, this paper presents a smart mobile, selfconfiguring,
context-aware architecture devised to enable the rapid prototyping of personal health monitoring
applications for different scenarios, by exploiting commercial wearable sensors and mobile devices as well as
knowledge-based technologies. This architecture is organized as a composition of four tiers that operate on a
layered fashion and it exploits an ontology-based data model to ensure intercommunication among these tiers and
the monitoring applications built on the top of them. The proposed architecture has been implemented for mobile
devices equipped with the Android platform and evaluated with respect to its modifiability by employing the
ALMA (Architecture Level Modifiability Analysis) method, highlighting its capability of being rapidly customized,
personalized or eventually modified by software developers in order to prototype, with a reduced effort, novel
health monitoring applications on the top of its components. Finally, it has been employed to build, as case
study, a mobile application aimed at monitoring and managing cardiac arrhythmias, such as bradycardia and
tachycardia, confirming its effectiveness with respect to a real scenario.
A smart mobile, self-configuring, context-aware architecture for personal health monitoring
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A smart mobile, self-configuring, context-aware architecture for personal health monitoring
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Comput Meth Prog Bio (ISSN: 0169-2607), 2016 Feb; 124: 121-137.
Impact Factor: 2.503
View Export to BibTeX Export to EndNote
Petretta M, Acampa W, Daniele S, Zampella E, Assante R, Nappi C, Salvatore M, Cuocolo A
* Long-term survival benefit of coronary revascularization in patients undergoing stress myocardial perfusion imaging (441 views)
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Petretta M, Acampa W, Cuocolo A
* Cardiovascular risk stratification in diabetic patients: is all in METS? (555 views)
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* Symbolic Dynamics in cardiotocographic monitoring (409 views)
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View Export to BibTeX Export to EndNote
* Prognostic value of heart rate reserve in patients with suspected coronary artery disease undergoing stress myocardial perfusion imaging (101 views)
J Nucl Cardiol (ISSN: 1071-3581linking, 1532-6551electronic), 2021 Aug 3; N/D: N/D-N/D.
Impact Factor: 2.811
View Export to BibTeX Export to EndNote
RomanoM, Faiella G, Clemente F, Iuppariello L, Bifulco P, Cesarelli M
* Analysis of Foetal Heart Rate Variability Components by Means of Empirical Mode Decomposition (268 views)
Ifmbe Proceedings, 2016 Sep; 57: 71-74.
Impact Factor: 1.757
View Export to BibTeX Export to EndNote
Romano M, Bifulco P, Ruffo M, Improta G, Clemente F, Cesarelli M
* Software for computerised analysis of cardiotocographic traces (850 views) (PDF 254 views)
Comput Meth Prog Bio (ISSN: 0169-2607), 2016 Feb; 124: 121-137.
Impact Factor: 2.503
View Export to BibTeX Export to EndNote
Petretta M, Acampa W, Daniele S, Zampella E, Assante R, Nappi C, Salvatore M, Cuocolo A
* Long-term survival benefit of coronary revascularization in patients undergoing stress myocardial perfusion imaging (441 views)
Circ J (ISSN: 1346-9843), 2016; 80(2): 485-493.
Impact Factor: 3.544
View Export to BibTeX Export to EndNote
Leosco D, Parisi V, Pellegrino T, Pagano G, Femminella GD, Bevilacqua A, Paolillo S, Formisano R, Ferro G, de Lucia C, Prastaro M, Filardi PP, Cuocolo A, Rengo G, Ferrara N
* Alterations of left ventricular deformation and cardiac sympathetic derangement in patients with systolic heart failure: a 3D speckle tracking echocardiography and cardiac 123I-MIBG study (393 views)
Eur J Nucl Med (ISSN: 1619-7070, 1619-7089, 1619-7070print), 2015; 42(10): 1601-1611.
Impact Factor: 5.537
View Export to BibTeX Export to EndNote
Petretta M, Acampa W, Cuocolo A
* Cardiovascular risk stratification in diabetic patients: is all in METS? (555 views)
J Nucl Cardiol (ISSN: 1071-3581, 1532-6551, 1532-6551electronic), 2014 Dec; 21(6): 1144-1147.
Impact Factor: 2.942
View Export to BibTeX Export to EndNote
Romano M, Bifulco P, Improta G, Faiella G, Cesarelli M, Clemente F, D'Addio G
* Symbolic Dynamics in cardiotocographic monitoring (409 views)
2013 E Health And Bioengineering Conference, 2013; N/D: N/D-N/D.
Impact Factor: 0
View Export to BibTeX Export to EndNote
Manganelli F, Spadafora M, Varrella P, Peluso G, Sauro R, Di Lorenzo E, Rosato G, Daniele S, Cuocolo A
* Addition of atropine to submaximal exercise stress testing in patients evaluated for suspected ischaemia with SPECT imaging: a randomized, placebo-controlled trial (473 views)
Eur J Nucl Med (ISSN: 1619-7089, 1619-7070, 0340-6997), 2011 Feb; 38(2): 245-251.
Impact Factor: 4.991
View Export to BibTeX Export to EndNote
De Simone G, Supuran CT
* Drug Design of Antiobesity Carbonic Anhydrase Inhibitors (377 views)
Drug Des Of Zinc Enzyme Inhibitors (ISSN: 9780-4702, 9780-470275009), 2009; 66(DECEMBERSPEC.I): 241-254.
Impact Factor: 1.156
View Export to BibTeX Export to EndNote
Spinelli L, Nicolai E, Acampa W, Imbriaco M, Pisani A, Rao MA, Scopacasa F, Cianciaruso B, De Luca N, Cuocolo A
* Cardiac performance during exercise in patients with Fabry's disease (453 views)
Eur J Clin Invest (ISSN: 0014-2972, 1365-2362, 0014-2972linking), 2008 Dec; 38(12): 910-917.
Impact Factor: 2.784
View Export to BibTeX Export to EndNote
Petretta M, Soricelli A, Storto G, Cuocolo A
* Assessment of coronary flow reserve using single photon emission computed tomography with technetium 99m-labeled tracers (806 views)
J Nucl Cardiol (ISSN: 1532-6551, 1071-3581, 1532-6551electronic), 2008 May; 15(3): 456-465.
Impact Factor: 2.442
View Export to BibTeX Export to EndNote
Maestri R, Pinna G, Accardo A, Allegrini P, Balocchi R, D'ADDIO G, Ferrario M, Menicucci D, Porta A, Sassi R
* Nonlinear indices of heart rate variability in chronic heart failure patients: Redundancy and comparative clinical value (453 views)
J Cardiovasc Electrophysiol (ISSN: 1045-3873), 2007; 18(4): 425-433.
Impact Factor: 3.475
View Export to BibTeX Export to EndNote
Colao A, Di Somma C, Cuocolo A, Spinelli L, Acampa W, Spiezia S, Rota F, Savanelli MC, Lombardi G
* Does a gender-related effect of growth hormone (GH) replacement exist on cardiovascular risk factors, cardiac morphology, and performance and atherosclerosis? Results of a two-year open, prospective study in young adult men and women with severe GH deficiency (538 views)
J Clin Endocrinol Metab (ISSN: 0021-972x), 2005 Sep; 90(9): 5146-5155.
Impact Factor: 6.02
View Export to BibTeX Export to EndNote
Imbriaco M, Ferro A, Storto G, Pellegrino T, Sica G, Cuocolo A
* Early and late effects of coronary artery bypass grafting on cardiac haemodynamics during daily physical activities in patients with coronary artery disease (463 views)
Eur J Nucl Med (ISSN: 1619-7070, 1619-7089, 0340-6997), 2004 Jun; 31(6): 852-856.
Impact Factor: 3.935
View Export to BibTeX Export to EndNote
Ferro A, Duilio C, Santomauro M, Cuocolo A
* Walk test at increased levels of heart rate in patients with dual-chamber pacemaker and with normal or depressed left ventricular function (393 views)
Eur Heart J (ISSN: 0195-668x), 2003 Dec; 24(23): 2123-2132.
Impact Factor: 5.997
View Export to BibTeX Export to EndNote
Ciampi Q, Betocchi S, Violante A, Lombardi R, Losi M, Storto G, Manganelli F, Tocchetti C, Aversa M, Pezzella E, Finizio F, Cuocolo A, Chiariello M
* Hemodynamic effects of isometric exercise in hypertrophic cardiomyopathy: Comparison with normal subjects (597 views)
J Nucl Cardiol (ISSN: 1071-3581, 1532-6551, 1532-6551electronic), 2003 Mar; 10(2): 154-160.
Impact Factor: 1.629
View Export to BibTeX Export to EndNote
Kozarski M, Ferrari G, Clemente F, Gorczynska K, De Lazzari C, Darowski M, Mimmo R, Tosti G, Guaragno M
* A hybrid mock circulatory system: development and testing of an electro-hydraulic impedance simulator (397 views)
Int J Artif Organs (ISSN: 0391-3988, 0391-3988print), 2003 Jan; 26(1): 53-63.
Impact Factor: 0.964
View Export to BibTeX Export to EndNote
Biondi B, Palmieri EA, Pagano L, Klain M, Scherillo G, Salvatore M, Fenzi G, Lombardi G, Fazio S
* Cardiovascular safety of acute recombinant human thyrotropin administration to patients monitored for differentiated thyroid cancer (465 views)
J Clin Endocrinol Metab (ISSN: 0021-972x), 2003 Jan; 88(1): 211-214.
Impact Factor: 5.873
View Export to BibTeX Export to EndNote
Petretta M, Vicario ML, Spinelli L, Ferro A, Cuocolo A, Condorelli M, Bonaduce D
* Combined effect of the force-frequency and length-tension mechanisms on left ventricular function in patients with dilated cardiomyopathy (358 views)
Eur J Heart Fail European Journal Of Heart Failure (ISSN: 1388-9842), 2002 Dec; 4(6): 727-735.
Impact Factor: 2.134
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Colao A, Spinelli L, Cuocolo A, Spiezia S, Pivonello R, Di Somma C, Bonaduce D, Salvatore M, Lombardi G
* Cardiovascular consequences of early-onset growth hormone excess (490 views)
J Clin Endocrinol Metab (ISSN: 0021-972x), 2002 Jul; 87(7): 3097-3104.
Impact Factor: 5.199
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Manganelli F, Betocchi S, Ciampi Q, Storto G, Losi MA, Violante A, Briguori C, Tocchetti CG, Lombardi R, Cuocolo A, Chiariello M
* Myopia and IOP (506 views)
Ann Ottalmol Clin Ocul, 2002 Jun 15; 115(10): 1053-1058.
Impact Factor: 0
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Colao A, Di Somma C, Pivonello R, Cuocolo A, Spinelli L, Bonaduce D, Salvatore M, Lombardi G
* The cardiovascular risk of adult GH deficiency (GHD) improved after GH replacement and worsened in untreated GHD: A 12-month prospective study (483 views)
J Clin Endocrinol Metab (ISSN: 0021-972x), 2002 Mar; 87(3): 1088-1093.
Impact Factor: 5.199
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Ferro A, Salvatore M, Cuocolo A
* Radionuclide monitoring of left ventricular function after sublingual nifedipine administration at rest and during moderate physical activity (545 views)
J Nucl Cardiol (ISSN: 1071-3581, 1532-6551, 1532-6551electronic), 2001 Sep; 8(6): 669-676.
Impact Factor: 1.868
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Colao A, Cuocolo A, Marzullo P, Nicolai E, Ferone D, Morte A, Pivonello R, Salvatore M, Lombardi G
* Is the acromegalic cardiomyopathy reversible? Effect of 5-year normalization of growth hormone and insulin-like growth factor I levels on cardiac performance (466 views)
J Clin Endocrinol Metab (ISSN: 0021-972x), 2001 Apr; 86(4): 1551-1557.
Impact Factor: 5.16
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Colao A, Cuocolo A, Di Somma C, Cerbone G, Della Morte A, Pivonello R, Nicolai E, Salvatore M, Lombardi G
Does the age of onset of growth hormone deficiency affect cardiac performance? A radionuclide angiography study (567 views)
Clin Endocrinol (ISSN: 0300-0664, 1365-2265, 1365-2265electronic), 2000 Apr; 52(4): 447-455.
Impact Factor: 2.922
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Cuocolo A, Storto G, Izzo R, Iovino GL, Damiano M, Bertocchi F, Mann J, Trimarco B
Effects of valsartan on left ventricular diastolic function in patients with mild or moderate essential hypertension: Comparison with enalapril (371 views)
Journal Of Hypertension (ISSN: 0263-6352), 1999 Dec; 17(12): 1759-1766.
Impact Factor: 3.039
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Cittadini A, Fazio S, Strömer H, Cuocolo A, Sabatini D, Imbriaco M, Saccá L, Douglas PS
OPTIMAL DETERMINATION OF RIGHT-VENTRICULAR FILLING DYNAMICS IN SYSTEMIC HYPERTENSION (546 views)
American Heart Journal (ISSN: 0002-8703), 1995 Nov; 130(5): 1074-1082.
Impact Factor: 1.993
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Marotta T, Ferrara LA, Di Marino L, Mancini M, Annuzzi G, Russo O, D'Orta G, Lucarelli C, Rossi F
Factors affecting lipoprotein lipase in hypertensive patients (522 views)
Metab Clin Exp (ISSN: 0026-0495, 1532-8600), 1995 Jun; 44(6): 712-718.
Impact Factor: 1.681
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Ferrara LA, Mancini M, Iannuzzi R, Marotta T, Gaeta I, Pasanisi F, Postiglione A, Guida L
CAROTID DIAMETER AND BLOOD-FLOW VELOCITIES IN CEREBRAL-CIRCULATION IN HYPERTENSIVE PATIENTS (340 views)
Stroke (ISSN: 0039-2499), 1995 Mar; 26(3): 418-421.
Impact Factor: 4.323
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Cuocolo A, Soricelli A, Pace L, Nicolai E, Castelli L, Nappi A, Imbriaco M, Morisco C, Ell PJ, Salvatore M
ADENOSINE TECHNETIUM-99M-METHOXY ISOBUTYL ISONITRILE MYOCARDIAL TOMOGRAPHY IN PATIENTS WITH CORONARY-ARTERY DISEASE - COMPARISON WITH EXERCISE (311 views)
J Nucl Med (ISSN: 0161-5505, 1535-5667, 1535-5667electronic), 1994 Jul; 35(7): 1110-1115.
Impact Factor: 3.491
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Morisco C, Nappi A, Argenziano L, Sarno D, Fonatana D, Imbriaco M, Nicolai E, Romano M, Rosiello G, Cuocolo A
Noninvasive evaluation of cardiac hemodynamics during exercise in patients with chronic heart failure: Effects of short-term Coenzyme Q10 treatment (424 views)
Molecular Aspects Of Medicine (ISSN: 0098-2997, 1872-9452), 1994; 15(SUPPL.1): s155-s155.
Impact Factor: 2
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Ferrara LA, Marotta T, Mainenti G, Borrelli R, Mancini M, Soro S
Resting blood pressure and cardiovascular response to sympathetic stimulation in adolescents (502 views)
Int J Cardiol (ISSN: 0167-5273, 1874-1754electronic), 1992 Sep; 36(2): 197-201.
Impact Factor: 0.61
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Ferrara LA, Mancini M, De Simone GD, Turco S, Iovine C, Marotta T, Mainenti G, Mancini M
Responses of serum insulin and blood pressure to cold and handgrip in obese patients (441 views)
Int J Cardiol (ISSN: 0167-5273, 1874-1754electronic), 1991 Sep; 32(3): 353-359.
Impact Factor: 0.61
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Ferrara LA, Soro S, Mainenti G, Mancini M, Pisanti N, Borrelli R, Moscato TS
Body weight and cardiovascular response to sympathetic stimulation in childhood (756 views)
Int J Obes (ISSN: 0307-0565, 0307-0565linking), 1989; 13(3): 271-277.
Impact Factor: 2.476
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Mancini M, De Chiara S, Ferrara LA, Gallotta G, Postiglione A
TRANSCRANIAL DOPPLER EVALUATION OF CEREBROVASCULAR REACTIVITY TO ACETAZOLAMIDE IN NORMAL SUBJECTS (703 views)
15th World Congress Angiology Rome, 1989; 20(4): 284-284.
Impact Factor: 0
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Romano M, Betocchi S, Perrone-filardi P, Cotecchia MR, Spinelli L, Salvatore M, Chiariello M, Condorelli M
Detecting coronary artery disease by radionuclide ventriculography: ejection time versus ejection fraction (533 views)
Acta Cardiol (ISSN: 0001-5385), 1988; 43(3): 335-340.
Impact Factor: 0.279
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Betocchi S, Cuocolo A, Pace L, Chiariello M, Trimarco B, Alfano B, Ricciardelli B, Salvatore M, Condorelli M
Effects of intravenous verapamil administration on left ventricular diastolic function in systemic hypertension (876 views)
Am J Cardiol (ISSN: 0002-9149), 1987 Mar 1; 59(6): 624-629.
Impact Factor: 2.402
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Ferrara LA, Mancini M, Marotta T, Pasanisi F, Fasano ML
Interference by sulphinpyrazone with the antihypertensive effects of oxprenolol (1012 views)
Eur J Clin Pharmacol Springer Verlag (ISSN: 0031-6970, 1432-1041), 1986; 29(6): 717-719.
Impact Factor: 1.219
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38 Records (35 excluding Abstracts).
Total impact factor: 104.965 (102.965 excluding Abstracts).
Total 5 year impact factor: 119.87 (109.324 excluding Abstracts).
Total impact factor: 104.965 (102.965 excluding Abstracts).
Total 5 year impact factor: 119.87 (109.324 excluding Abstracts).
356 views. Last view on Monday 02 September 2024, 15:36:15
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