Chapter 5 Computational Telediagnosis and Development of Clinical Telemedicine
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Arxiv:1811.01044V2 [Physics.Med-Ph] 23 Jan 2019 Potentially Be Extended to Include Variability Among Individuals
Cardiovascular function and ballistocardiogram: a relationship interpreted via mathematical modeling Giovanna Guidoboni1, Lorenzo Sala2, Moein Enayati3, Riccardo Sacco4, Marcela Szopos5, James Keller3, Mihail Popescu6, Laurel Despins7, Virginia H. Huxley8, and Marjorie Skubic3 1 Department of Electrical Engineering and Computer Science and with the Department of Mathematics, University of Missouri, Columbia, MO, 65211 USA email: [email protected]. 2Universit´ede Strasbourg, CNRS, IRMA UMR 7501, Strasbourg, France. 5Universit´eParis Descartes, MAP5, UMR CNRS 8145, Paris, France. 3Department of Electrical Engineering and Computer Science, University of Missouri, Columbia, MO, 65211 USA. 4Dipartimento di Matematica, Politecnico di Milano, Piazza Leonardo da Vinci 32, 20133 Milano, Italy. 6Department of Health Management and Informatics, University of Missouri, Columbia, MO, 65211 USA. 7Sinclair School of Nursing, University of Missouri, Columbia, MO, 65211 USA. 8Department of Medical Pharmacology and Physiology, University of Missouri, Columbia, MO, 65211 USA. Abstract Objective: to develop quantitative methods for the clinical interpretation of the ballistocardiogram (BCG). Methods: a closed-loop mathematical model of the cardiovascular system is proposed to theoretically simulate the mechanisms generating the BCG signal, which is then compared with the signal acquired via accelerometry on a suspended bed. Results: simulated arterial pressure waveforms and ventricular functions are in good qualitative and quantitative agreement with those reported in the clinical literature. Simulated BCG signals exhibit the typical I, J, K, L, M and N peaks and show good qualitative and quantitative agreement with experimental measurements. Simulated BCG signals associated with reduced contractility and increased stiffness of the left ventricle exhibit different changes that are characteristic of the specific pathological con- dition. -
Biomedical Engineering Graduate Program Background
302 Maroun Semaan Faculty of Engineering and Architecture (MSFEA) Biomedical Engineering Graduate Program Dawy, Zaher Coordinator: (Electrical & Computer Engineering, MSFEA) Jaffa, Ayad Co-coordinator: (Biochemistry & Molecular Genetics, FM) Amatoury, Jason (Biomedical Engineering, MSFEA) Daou, Arij (Biomedical Engineering, MSFEA) Darwiche, Nadine (Biochemistry & Molecular Genetics, FM) Coordinating Committee Khoueiry, Pierre Members: (Biochemistry & Molecular Genetics, FM) Khraiche, Massoud (Biomedical Engineering, MSFEA) Mhanna, Rami (Biomedical Engineering, MSFEA) Oweis, Ghanem (Mechanical Engineering, MSFEA) Background The Biomedical Engineering Graduate Program (BMEP) is a joint MSFEA and FM interdisciplinary program that offers two degrees: Master of Science (MS) in Biomedical Engineering and Doctor of Philosophy (PhD) in Biomedical Engineering. The BMEP is housed in the MSFEA and administered by both MSFEA and FM via a joint program coordinating committee (JPCC). The mission of the BMEP is to provide excellent education and promote innovative research enabling students to apply knowledge and approaches from the biomedical and clinical sciences in conjunction with design and quantitative principles, methods and tools from the engineering disciplines to address human health related challenges of high relevance to Lebanon, the Middle East and beyond. The program prepares its students to be leaders in their chosen areas of specialization committed to lifelong learning, critical thinking and intellectual integrity. The curricula of the -
A Cybernetics Update for Competitive Deep Learning System
OPEN ACCESS www.sciforum.net/conference/ecea-2 Conference Proceedings Paper – Entropy A Cybernetics Update for Competitive Deep Learning System Rodolfo A. Fiorini Politecnico di Milano, Department of Electronics, Information and Bioengineering (DEIB), Milano, Italy; E-Mail: [email protected]; Tel.: +039-02-2399-3350; Fax: +039-02-2399-3360. Published: 16 November 2015 Abstract: A number of recent reports in the peer-reviewed literature have discussed irreproducibility of results in biomedical research. Some of these articles suggest that the inability of independent research laboratories to replicate published results has a negative impact on the development of, and confidence in, the biomedical research enterprise. To get more resilient data and to achieve higher result reproducibility, we present an adaptive and learning system reference architecture for smart learning system interface. To get deeper inspiration, we focus our attention on mammalian brain neurophysiology. In fact, from a neurophysiological point of view, neuroscientist LeDoux finds two preferential amygdala pathways in the brain of the laboratory mouse to experience reality. Our operative proposal is to map this knowledge into a new flexible and multi-scalable system architecture. Our main idea is to use a new input node able to bind known information to the unknown one coherently. Then, unknown "environmental noise" or/and local "signal input" information can be aggregated to known "system internal control status" information, to provide a landscape of attractor points, which either fast or slow and deeper system response can computed from. In this way, ideal system interaction levels can be matched exactly to practical system modeling interaction styles, with no paradigmatic operational ambiguity and minimal information loss. -
Influence of Sympathetic Activation on Myocardial Contractility Measured 4 with Ballistocardiography and Seismocardiography During Sustained End- 5 Expiratory Apnea
Ballistocardiography, seismocardiography and sympathetic nerve activity 1 TITLE PAGE 2 3 Influence of sympathetic activation on myocardial contractility measured 4 with ballistocardiography and seismocardiography during sustained end- 5 expiratory apnea. 6 Ballistocardiography, seismocardiography and sympathetic nerve activity 7 8 9 Sofia Morra, MD1, Anais Gauthey MD2, Amin Hossein MSc3, Jérémy Rabineau MSc3, Judith 10 Racape, PhD5, Damien Gorlier MSc3, Pierre-François Migeotte, MSc, PhD3, Jean Benoit le Polain de 11 Waroux, MD, PhD4, Philippe van de Borne MD, PhD1 12 13 14 1Department of Cardiology, Erasme hospital, Université Libre de Bruxelles, Belgium 15 2 Department of Cardiology, Saint-Luc hospital, Université Catholique de Louvain, Belgium 16 3LPHYS, Université Libre de Bruxelles, Belgium 17 4 Department of Cardiology, Sint-Jan, Hospital Bruges, Bruges, Belgium 18 5 Research centre in epidemiology, biostatistics and clinical research. School of Public Health. Université libre 19 de Bruxelles (ULB), Brussels, Belgium 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 1 Downloaded from journals.physiology.org/journal/ajpregu at Cornell Univ (132.174.252.179) on September 7, 2020. Ballistocardiography, seismocardiography and sympathetic nerve activity 41 42 43 44 45 46 47 NOTE AND NOTEWORTHY 48 49 50 Ballistocardiography (BCG) and seismocardiography (SCG) assess vibrations produced by cardiac 51 contraction and blood flow, respectively, through micro-accelerometers and micro-gyroscopes. 52 Kinetic energies (KE), and their temporal integrals (iK) during a single heartbeat are computed 53 from the BCG and SCG waveforms in a linear and a rotational dimension. When compared to 54 normal breathing, during an end-expiratory voluntary apnea, iK increased and was positively 55 related to sympathetic nerve traffic rise assessed by microneurography. -
Chapter 2 Ballistocardiography
POLITECNICO DI TORINO Corso di Laurea Magistrale in Ingegneria Biomedica Tesi di Laurea Magistrale Ballistocardiographic heart and breathing rates detection Relatore: Candidato: Prof.ssa Gabriella Olmo Emanuela Stirparo ANNO ACCADEMICO 2018-2019 Acknowledgements A conclusione di questo lavoro di tesi vorrei ringraziare tutte le persone che mi hanno sostenuta ed accompagnata lungo questo percorso. Ringrazio la Professoressa Gabriella Olmo per avermi dato la possibilità di svolgere la tesi nell’azienda STMicroelectronics e per la disponibilità mostratami. Ringrazio l’intero team: Luigi, Stefano e in particolare Marco, Valeria ed Alessandro per avermi aiutato in questo percorso con suggerimenti e consigli. Grazie per essere sempre stati gentili e disponibili, sia in campo professionale che umano. Un ringraziamento lo devo anche a Giorgio, per avermi fornito tutte le informazioni e i dettagli tecnici in merito al sensore utilizzato. Vorrei ringraziare anche tutti i ragazzi che hanno condiviso con me questa esperienza ed hanno contribuito ad alleggerire le giornate lavorative in azienda. Ringrazio i miei amici e compagni di università: Ilaria e Maria, le amiche sulle quali posso sempre contare nonostante la distanza; Rocco, compagno di viaggio, per i consigli e per aver condiviso con me gioie così come l’ansia e le paure per gli esami; Valentina e Beatrice perché ci sono e ci sono sempre state; Rosy, compagna di studi ma anche di svago; Sara, collega diligente e sempre con una parola di supporto, grazie soprattuto per tutte le dritte di questo ultimo periodo. Il più grande ringraziamento va ai miei genitori, il mio punto di riferimento, il mio sostegno di questi anni. -
Bed-Based Ballistocardiography: Dataset and Ability to Track Cardiovascular Parameters
sensors Article Bed-Based Ballistocardiography: Dataset and Ability to Track Cardiovascular Parameters Charles Carlson 1,* , Vanessa-Rose Turpin 2, Ahmad Suliman 1 , Carl Ade 2, Steve Warren 1 and David E. Thompson 1 1 Mike Wiegers Department of Electrical and Computer Engineering, Kansas State University, Manhattan, KS 66506, USA; [email protected] (A.S.); [email protected] (S.W.); [email protected] (D.E.T.) 2 Department of Kinesiology, Kansas State University, Manhattan, KS 66506, USA; [email protected] (V.-R.T.); [email protected] (C.A.) * Correspondence: [email protected] Abstract: Background: The goal of this work was to create a sharable dataset of heart-driven signals, including ballistocardiograms (BCGs) and time-aligned electrocardiograms (ECGs), photoplethysmo- grams (PPGs), and blood pressure waveforms. Methods: A custom, bed-based ballistocardiographic system is described in detail. Affiliated cardiopulmonary signals are acquired using a GE Datex CardioCap 5 patient monitor (which collects ECG and PPG data) and a Finapres Medical Systems Finometer PRO (which provides continuous reconstructed brachial artery pressure waveforms and derived cardiovascular parameters). Results: Data were collected from 40 participants, 4 of whom had been or were currently diagnosed with a heart condition at the time they enrolled in the study. An investigation revealed that features extracted from a BCG could be used to track changes in systolic blood pressure (Pearson correlation coefficient of 0.54 +/− 0.15), dP/dtmax (Pearson correlation coefficient of 0.51 +/− 0.18), and stroke volume (Pearson correlation coefficient of 0.54 +/− 0.17). Conclusion: A collection of synchronized, heart-driven signals, including BCGs, ECGs, PPGs, and blood pressure waveforms, was acquired and made publicly available. -
Assessment of Trends in the Cardiovascular System from Time Interval Measurements Using Physiological Signals Obtained at the Limbs
ADVERTIMENT . La consulta d’aquesta tesi queda condicionada a l’acceptació de les següents condicions d'ús: La difusió d’aquesta tesi per mitjà del servei TDX ( www.tesisenxarxa.net ) ha estat autoritzada pels titulars dels drets de propietat intel·lectual únicament per a usos privats emmarcats en activitats d’investigació i docència. No s’autoritza la seva reproducció amb finalitats de lucre ni la seva difusió i posada a disposició des d’un lloc aliè al servei TDX. No s’autoritza la presentació del seu contingut en una finestra o marc aliè a TDX (framing). Aquesta reserva de drets afecta tant al resum de presentació de la tesi com als seus continguts. En la utilització o cita de parts de la tesi és obligat indicar el nom de la persona autora. ADVERTENCIA . La consulta de esta tesis queda condicionada a la aceptación de las siguientes condiciones de uso: La difusión de esta tesis por medio del servicio TDR ( www.tesisenred.net ) ha sido autorizada por los titulares de los derechos de propiedad intelectual únicamente para usos privados enmarcados en actividades de investigación y docencia. No se autoriza su reproducción con finalidades de lucro ni su difusión y puesta a disposición desde un sitio ajeno al servicio TDR. No se autoriza la presentación de su contenido en una ventana o marco ajeno a TDR (framing). Esta reserva de derechos afecta tanto al resumen de presentación de la tesis como a sus contenidos. En la utilización o cita de partes de la tesis es obligado indicar el nombre de la persona autora. -
An Open Logic Approach to EPM
OPEN ACCESS www.sciforum.net/conference/ecea-1 Conference Proceedings Paper – Entropy An Open Logic Approach to EPM Rodolfo A. Fiorini 1,* and Piero De Giacomo 2 1 Politecnico di Milano, Department of Electronics, Information and Bioengineering, Milano, Italy; E- Mail: [email protected] 2 Dept. of Neurological and Psychiatric Sciences, Univ of Bari, Italy; E-Mail: [email protected] * E-Mail: [email protected]; Tel.: +039-02-2399-3350; Fax: +039-02-2399-3360. Received: 11 September 2014 / Accepted: 21 October 2014 / Published: 3 November 2014 Abstract: EPM is a high operative and didactic versatile tool and new application areas are envisaged continuosly. In turn, this new awareness has allowed to enlarge our panorama for neurocognitive system behaviour understanding, and to develop information conservation and regeneration systems in a numeric self-reflexive/reflective evolutive reference framework. Unfortunately, a logically closed model cannot cope with ontological uncertainty by itself; it needs a complementary logical aperture operational support extension. To achieve this goal, it is possible to use two coupled irreducible information management subsystems, based on the following ideal coupled irreducible asymptotic dichotomy: "Information Reliable Predictability" and "Information Reliable Unpredictability" subsystems. To behave realistically, overall system must guarantee both Logical Closure and Logical Aperture, both fed by environmental "noise" (better… from what human beings call "noise"). So, a natural operating point can emerge as a new Trans-disciplinary Reality Level, out of the Interaction of Two Complementary Irreducible Information Management Subsystems within their environment. In this way, it is possible to extend the traditional EPM approach in order to profit by both classic EPM intrinsic Self-Reflexive Functional Logical Closure and new numeric CICT Self-Reflective Functional Logical Aperture. -
Initial Steps in Development of Computer Science in Macedonia
Initial Steps in Development of Computer Science in Macedonia and Pioneering Contribution to Human-Robot Interface using Signals Generated by a Human Head Stevo Bozinovski 2 Abstract – This plenary keynote paper gives overview of the were engaged in support of nuclear energy research. People pioneering steps in the development of computer science in from Macedonia interested in advanced research and study Macedonia between 1959 and 1988, period of the first 30 years. were part of this effort. Most significant work was done by As part of it, the paper describes the worldwide pioneering Aleksandar Hrisoho, who working together with Branko results achieved in Macedonia. Emphasize is on Human-Robot Soucek in Zagreb, wrote a paper about magnetic core Interface using signals generated by a human head. memories in 1959 [1]. He received formal recognition for this Keywords – pioneering results, Computer Science in work, the award “Nikola Tesla” [2]. He also worked on Macedonia analog-to-digital conversion on which he wrote a paper [3], received a PhD [4], and was cited [5]. So it can be said that authors from Macedonia in early 1960’s already achieved PhD and citation for work related to computer sciences. Their I. INTRODUCTION work was in languages other than Macedonian because they worked outside Macedonia. This paper represents a research work on the history of development of Computer Science in Macedonia from 1959 till 1988, the first thirty years period. The history can be B. 1961-1967: People from Macedonia visiting programming presented in many ways and in this paper the measure of courses outside Macedonia historical events are pioneering steps. -
Biomedical Engineering Graduate Program
Faculty of Medicine and Medical Center (FM/AUBMC) 505 Biomedical Engineering Graduate Program Coordinator: Dawy, Zaher (Electrical & Computer Engineering, SFEA) Co-coordinator: Jaffa, Ayad (Biochemistry & Molecular Genetics, FM) Coordinating Committee Daou, Arij (Biomedical Engineering, SFEA) Members: Darwiche, Nadine (Biochemistry & Molecular Genetics, FM) Kadara, Humam (Biochemistry & Molecular Genetics, FM) Khoueiry, Pierre (Biochemistry & Molecular Genetics,FM) Mhanna, Rami (Biomedical Engineering, SFEA) Oweis, Ghanem (Mechanical Engineering, SFEA) Background The Biomedical Engineering Graduate Program (BMEP) is a joint SFEA and FM interdisciplinary program that offers two degrees that are: Master of Science (MS) in Biomedical Engineering and Doctor of Philosophy (PhD) in Biomedical Engineering. The BMEP is housed in the SFEA and administered by both SFEA and FM via a joint program coordinating committee (JPCC). The mission of the BMEP is to provide excellent education and promote innovative research enabling students to apply knowledge and approaches from the biomedical and clinical sciences in conjunction with design and quantitative principles, methods, and tools from the engineering disciplines, to address human health related challenges of high relevance to Lebanon, the Middle East, and beyond. The program prepares its students to be leaders in their chosen areas of specialization committed to lifelong learning, critical thinking, and intellectual honesty. The curricula of the MS and PhD degrees are composed of core and elective -
THE BATTLE for DOMINANCE on AIRLINERS Page 18
May 2015 THE BATTLE FOR DOMINANCE ON AIRLINERS Page 18 DARPA’s tailless cargo drone/10 Cosmonaut diary/38 A PUBLICATION OF THE AMERICAN INSTITUTE OF AERONAUTICS AND ASTRONAUTICS COSMONAUT Anatoly Berezovoy (Russian Federal Space Agency) Roscosmos DIARIES 38 AEROSPACE AMERICA/MAY 2015 Copyright 2015 by the American Institute of Aeronautics and Astronautics Soviet cosmonaut Anatoly Berezovoy made only one space flight during his career, but it was one for the books. His 1982 mission, the first expedition to the Salyut 7 space station, lasted a then-record of 211 days. That record was broken 16 months later by Leonid Kizim, Vladimir Soloviev and Oleg Atkov, the third crew aboard the Salyut-7, whose mission lasted 237 days. During much of Berezovoy’s time in space — as well as afterwards — he chronicled his observations on paper. After Berezovoy died last September at age 72, his widow, Lidia Berezovaya, contacted Aerospace America through her husband’s longtime interpreter, Olga Tunison. Berezovaya and Tunison wanted to know if we were interested in publishing excerpts of his writings in English. We were very inter- ested, because the writings give a fascinating glimpse of a budding Soviet human space flight pro- gram, from the physical travails of learning to live in space to the social breakthroughs required for men and women to work together effectively in space. As commander, Berezovoy lifted off with flight engineer Valentin Lebedev on May 13, 1982 aboard the Soyuz rocket bound for Salyut 7, the final spacecraft in the Salyut series before the launch of the Mir space station. -
Part 2 Almaz, Salyut, And
Part 2 Almaz/Salyut/Mir largely concerned with assembly in 12, 1964, Chelomei called upon his Part 2 Earth orbit of a vehicle for circumlu- staff to develop a military station for Almaz, Salyut, nar flight, but also described a small two to three cosmonauts, with a station made up of independently design life of 1 to 2 years. They and Mir launched modules. Three cosmo- designed an integrated system: a nauts were to reach the station single-launch space station dubbed aboard a manned transport spacecraft Almaz (“diamond”) and a Transport called Siber (or Sever) (“north”), Logistics Spacecraft (Russian 2.1 Overview shown in figure 2-2. They would acronym TKS) for reaching it (see live in a habitation module and section 3.3). Chelomei’s three-stage Figure 2-1 is a space station family observe Earth from a “science- Proton booster would launch them tree depicting the evolutionary package” module. Korolev’s Vostok both. Almaz was to be equipped relationships described in this rocket (a converted ICBM) was with a crew capsule, radar remote- section. tapped to launch both Siber and the sensing apparatus for imaging the station modules. In 1965, Korolev Earth’s surface, cameras, two reentry 2.1.1 Early Concepts (1903, proposed a 90-ton space station to be capsules for returning data to Earth, 1962) launched by the N-1 rocket. It was and an antiaircraft cannon to defend to have had a docking module with against American attack.5 An ports for four Soyuz spacecraft.2, 3 interdepartmental commission The space station concept is very old approved the system in 1967.