Feasibility study of a sensor-based autonomous load control exercise training system for COPD patients.

Abstract:

:Decision support systems (DSSs) which are able to automatically supervise and control physical exercise training of patients affected by chronic obstructive pulmonary disease (COPD) are regarded as a novel method to promote rehabilitation. The objective of our research work for this paper was to evaluate the feasibility of a rule-based DSS for autonomous bicycle ergometer training of COPD patients. Load control is based on real-time analysis of sensor parameters oxygen saturation and heart rate. Ten COPD patients have participated in a study, performing altogether 18 training sessions. On average, 7.4 rules were fired in each training session. Four sessions had to be stopped for different reasons. The average ergometer training load ranged between 31 and 47 W. The average percentage of heart rate in or lower than the intended target zone was 45.9 and 41.6%, respectively. The average patient-perceived Borg value was 12.6±2.4. Patients reported a high satisfaction for the automatically controlled training. With the help of the DSS, patients may change their training place from a rehabilitation center to their own homes. More studies are needed to assess long-term clinical and motivational effects of the DSS in home environment.

journal_name

J Med Syst

authors

Song B,Becker M,Gietzelt M,Haux R,Kohlmann M,Schulze M,Tegtbur U,Wolf KH,Marschollek M

doi

10.1007/s10916-014-0150-x

subject

Has Abstract

pub_date

2015-01-01 00:00:00

pages

150

issue

1

eissn

0148-5598

issn

1573-689X

journal_volume

39

pub_type

杂志文章
  • Applications of multidimensional computer graphics in medical systems.

    abstract::Multidimensional computer graphics are demonstrated in two medical systems applications in this paper. First, multidimensional computer graphics are utilized for descriptive purposes to show the differences among 10 physician specialty groups for multivariate data available at admission to medical school. Second, mult...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/BF00997051

    authors: Watson CJ,Watson RD,Stephenson N

    更新日期:1982-04-01 00:00:00

  • Understanding the need of health care providers for teleconsultation and technological attributes in relation to the acceptance of teleconsultation in Malaysia: a mixed methods study.

    abstract::The aim of this study was to explore the importance of service need along with perceived technology attributes in potentially influence the acceptance of teleconsultation. The study was conducted based on the concurrent triangulation design involving qualitative and quantitative study methods. These entailed interview...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-011-9766-2

    authors: Maarop N,Win KT

    更新日期:2012-10-01 00:00:00

  • An experimental transformation of a large expert knowledge base.

    abstract::An experiment is described in which a significant part of the INTERNIST knowledge base for diagnosis in internal medicine is translated into an EXPERT model. INTERNIST employs the largest and broadest knowledge base of all the medical consultation systems that have been developed in recent years. EXPERT is a general s...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/BF00994119

    authors: Goldberg RN,Weiss SM

    更新日期:1982-02-01 00:00:00

  • Computerization of a nosocomial infection system.

    abstract::This paper describes the implementation of a computerized nosocomial infection control system for a 500-bed tertiary-care teaching hospital. It is implemented on a minicomputer that uses the relational data base management system INGRES, which is marketed by Relational Technology, Inc. This system, which replaces a ma...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/BF02285253

    authors: Etersque S,Carter MJ,Gordon KR,Sutherland JG

    更新日期:1984-10-01 00:00:00

  • An Efficient Cross-Domain Data Transmission Scheme for Wireless Body Area Networks.

    abstract::Wireless body area networks (WBANs) have become a prospective technology for the next generation healthcare services, in which tiny sensors are placed either on the skin or in the body of human to transmit real-time monitored data to the medical service provider (MSP). In order to protect the transmitted data from lea...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-020-01598-3

    authors: Luo M,Hu X,Luo Y

    更新日期:2020-06-15 00:00:00

  • DNA Cryptography and Deep Learning using Genetic Algorithm with NW algorithm for Key Generation.

    abstract::Cryptography is not only a science of applying complex mathematics and logic to design strong methods to hide data called as encryption, but also to retrieve the original data back, called decryption. The purpose of cryptography is to transmit a message between a sender and receiver such that an eavesdropper is unable...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-017-0851-z

    authors: Kalsi S,Kaur H,Chang V

    更新日期:2017-12-05 00:00:00

  • Using Semantic Components to Represent Dynamics of an Interdisciplinary Healthcare Team in a Multi-Agent Decision Support System.

    abstract::In healthcare organizations, clinical workflows are executed by interdisciplinary healthcare teams (IHTs) that operate in ways that are difficult to manage. Responding to a need to support such teams, we designed and developed the MET4 multi-agent system that allows IHTs to manage patients according to presentation-sp...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-015-0375-3

    authors: Wilk S,Kezadri-Hamiaz M,Rosu D,Kuziemsky C,Michalowski W,Amyot D,Carrier M

    更新日期:2016-02-01 00:00:00

  • Two RFID-based solutions for secure inpatient medication administration.

    abstract::Medication error can easily cause serious health damage to inpatients in hospital. Consequently, the whole society has to spend huge amount of extra resources for additional therapies and medication on those affected inpatients. In order to prevent medication errors, secure inpatient medication administration system i...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-011-9753-7

    authors: Yen YC,Lo NW,Wu TC

    更新日期:2012-10-01 00:00:00

  • Medical Big Data Warehouse: Architecture and System Design, a Case Study: Improving Healthcare Resources Distribution.

    abstract::The huge increases in medical devices and clinical applications which generate enormous data have raised a big issue in managing, processing, and mining this massive amount of data. Indeed, traditional data warehousing frameworks can not be effective when managing the volume, variety, and velocity of current medical a...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-018-0894-9

    authors: Sebaa A,Chikh F,Nouicer A,Tari A

    更新日期:2018-02-19 00:00:00

  • An Experience of Electronic Health Records Implementation in a Mexican Region.

    abstract::Employing software engineering to build an integrated, standardized, and scalable solution is closely associated with the healthcare domain. Furthermore, new diagnostic techniques have been developed to obtain better results in less time, saving costs, and bringing services closer to the most unprotected areas. This p...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-020-01575-w

    authors: Uc BM,Castillo-Sánchez G,Marques G,Arambarri J,de la Torre-Díez I

    更新日期:2020-04-22 00:00:00

  • Introducing Online Continuing Education in Radiology for General Practitioners.

    abstract::The aim of this study was to determine whether e-learning as a new teaching methodology was acceptable for general practitioners in continuous education courses of radiology. Generally, these courses are face-to-face with the corresponding time and place limitations. To overcome these limitations, we transformed one o...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-019-1499-7

    authors: Xiberta P,Boada I,Thió-Henestrosa S,Ortuño P,Pedraza S

    更新日期:2020-01-16 00:00:00

  • Recent Advancements in Retinal Vessel Segmentation.

    abstract::Retinal vessel segmentation is a key step towards the accurate visualization, diagnosis, early treatment and surgery planning of ocular diseases. For the last two decades, a tremendous amount of research has been dedicated in developing automated methods for segmentation of blood vessels from retinal fundus images. De...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-017-0719-2

    authors: L Srinidhi C,Aparna P,Rajan J

    更新日期:2017-04-01 00:00:00

  • The Correlation between Osteoporosis and Blood Circulation Function Based on Magnetic Resonance Imaging.

    abstract::In order to investigate the relationship between changes in blood circulation and bone mineral density (BMD) loss, the characteristic parameters reflecting the function of tissue oxygen metabolism are obtained by means of blood oxygen level-dependent magnetic resonance imaging (BOLD-MRI), image processing and semi-qua...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-019-1206-8

    authors: Qiu X,Fu Y,Chen J,Ye Y,Wang Z,Ming X

    更新日期:2019-03-02 00:00:00

  • The impact of the prospective payment system on the technical efficiency of hospitals.

    abstract::In a longitudinal panel study design, 80 hospitals in Virginia were selected for analysis to test the hypothesis that the introduction of the prospective payment system (PPS) in October 1983 had helped hospitals enhance their operational performance in technical efficiency. A non-parametric method called Data Envelopm...

    journal_title:Journal of medical systems

    pub_type: 杂志文章,多中心研究

    doi:10.1023/a:1005542324990

    authors: Chern JY,Wan TT

    更新日期:2000-06-01 00:00:00

  • Nursing care quality in nursing homes: cross-sectional versus longitudinal analysis.

    abstract::This empirical study of the relationship between nursing care adequacy and nursing care quality demonstrates that a positive relationship exists between the process and outcome dimensions of quality of nursing care. The results from the analysis of national data on nursing homes' deficiencies highlight the importance ...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1023/a:1022579512926

    authors: Wan TT

    更新日期:2003-06-01 00:00:00

  • Information subsystem of the Ca/Mg ratio as a database for studying its influence on human health.

    abstract::Dalmatia is situated in the Dinaric karst in Southern Croatia. It is characterized by insufficient quantities of water during the summer months and a relatively excessive amount of rainfall during the winter and spring months. Other hydrographic characteristics of Dinaric carst include scarce and long surface streamfl...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-005-6125-1

    authors: Stambuk-Giljanović N,Stambuk D

    更新日期:2005-12-01 00:00:00

  • Does your hospital need a robot or a management trainer? On advising the health care executive who is interested in innovation, but uncommitted to it.

    abstract::Executives of small hospitals and home health services have heard that this is the Age of Computers, Telecommunications, Robotics, and Gene Engineering, and they wonder if their organizations might benefit from the high technology and advanced management tools employed by big corporations and "leading edge" hospitals....

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/BF00992955

    authors: Mendell JS,Sarkis H

    更新日期:1986-02-01 00:00:00

  • A Metric for Evaluating a Transformation of Subscription-Based Journals into Open-Access Journals.

    abstract::Open Access is an upcoming paradigm to communicate scientific knowledge. The Trans-O-MIM Project works on strategies, models, and evaluation metrics for the goal-oriented, stepwise, sustainable, and fair transformation of established subscription-based scientific journals into open-access-based journals. This research...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-020-01651-1

    authors: Mielke C,Kuballa S,Schulze M,Haux R

    更新日期:2020-10-06 00:00:00

  • Medical image on the go!

    abstract::The idea for softcopy viewing of medical image outside the radiology reading room spread among the scientists in various fields for several years. An image could be read on workstation of all types, from desktop across movable to handheld. Benefits are numerous and continue to grow as physicians use them discovering n...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-009-9386-2

    authors: Ivetic D,Dragan D

    更新日期:2011-08-01 00:00:00

  • Ideal filtering approach on DCT domain for biomedical signals: index blocked DCT filtering method (IB-DCTFM).

    abstract::We proposed Index-Blocked Discrete Cosine Transform Filtering Method (IB-DCTFM) to design ideal frequency range filter on DCT domain for biomedical signal which frequently exposed to specific frequency noise such as motion artifacts and 50/60 Hz powerline interference. IB-DCTFM removes unwanted frequency range signal ...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-009-9289-2

    authors: Shin HS,Lee C,Lee M

    更新日期:2010-08-01 00:00:00

  • Construction and Application of a Medical-Grade Wireless Monitoring System for Physiological Signals at General Wards.

    abstract::Physiological signals can contain abundant personalized information and indicate health status and disease deterioration. However, in current medical practice, clinicians working in the general wards are usually lack of plentiful means and tools to continuously monitor the physiological signals of the inpatients. To a...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-020-01653-z

    authors: Xu H,Li P,Yang Z,Liu X,Wang Z,Yan W,He M,Chu W,She Y,Li Y,Cao D,Yan M,Zhang Z

    更新日期:2020-09-04 00:00:00

  • Human Activity Recognition from Body Sensor Data using Deep Learning.

    abstract::In recent years, human activity recognition from body sensor data or wearable sensor data has become a considerable research attention from academia and health industry. This research can be useful for various e-health applications such as monitoring elderly and physical impaired people at Smart home to improve their ...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-018-0948-z

    authors: Hassan MM,Huda S,Uddin MZ,Almogren A,Alrubaian M

    更新日期:2018-04-16 00:00:00

  • Virtual integrated practice: integrating teams and technology to manage chronic disease in primary care.

    abstract::The use of teams in health care has generally relied on the notion that teams must physically meet and function in person in the same location, on a regular, scheduled basis, in order to maximize the value of the interdisciplinary process. This article examines the concept of creating a different kind of team in prima...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1023/a:1021013313813

    authors: Rothschild SK,Lapidos S

    更新日期:2003-02-01 00:00:00

  • Multiscale Time-Sharing Elastography Algorithms and Transfer Learning of Clinicopathological Features of Uterine Cervical Cancer for Medical Intelligent Computing System.

    abstract::Intelligent medical diagnosis and computing system faces many challenges in complex object recognition, large-scale data imaging and real-time diagnosis, such as poor real-time computing, low efficiency of data storage and low recognition rate of lesions. In order to solve the above problems, this paper proposes a med...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-019-1433-z

    authors: Dong X,Du H,Guan H,Zhang X

    更新日期:2019-08-26 00:00:00

  • Implementation of an Anesthesia Information Management System in an Ambulatory Surgery Center.

    abstract::Anesthesia information management systems (AIMS) are increasingly being implemented throughout the United States. However, little information exists on the implementation process for AIMS within ambulatory surgery centers (ASC). The objectives of this descriptive study are to document: 1) the phases of implementation ...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-015-0390-4

    authors: Mudumbai SC

    更新日期:2016-01-01 00:00:00

  • Synapse Health Resources Online.

    abstract::The University of Nebraska Medical Center maintains the Synapse Health Information Network to provide timely clinical and library resource information to health professionals across Nebraska and surrounding regions. The system is in over 115 sites across Nebraska and surrounding regions and maintains over 320 network ...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/BF00996589

    authors: Meter RK

    更新日期:1992-06-01 00:00:00

  • Predicting metastasis in breast cancer: comparing a decision tree with domain experts.

    abstract::Breast malignancy is the second most common cause of cancer death among women in Western countries. Identifying high-risk patients is vital in order to provide them with specialized treatment. In some situations, such as when access to experienced oncologists is not possible, decision support methods can be helpful in...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-007-9064-1

    authors: Razavi AR,Gill H,Ahlfeldt H,Shahsavar N

    更新日期:2007-08-01 00:00:00

  • Gaussian Noise Removal in an Image using Fast Guided Filter and its Method Noise Thresholding in Medical Healthcare Application.

    abstract::A new denoising algorithm using Fast Guided Filter and Discrete Wavelet Transform is proposed to remove Gaussian noise in an image. The Fast Guided Filter removes some part of the details in addition to noise. These details are estimated accurately and combined with the filtered image to get back the final denoised im...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-019-1376-4

    authors: Majeeth SS,Babu CNK

    更新日期:2019-07-12 00:00:00

  • Medical Image Enhancement by a Bilateral Filter Using Optimization Technique.

    abstract::For researchers, denoising of Magnetic Resonance (MR) image is a greatest challenge in digital image processing. In this paper, the impulse noise and Rician noise in the medical MR images are removed by using Bilateral Filter (BF). The novel approaches are presented in this paper; Enhanced grasshopper optimization alg...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-019-1370-x

    authors: Anoop V,Bipin PR

    更新日期:2019-06-20 00:00:00

  • Distinguising Proof of Diabetic Retinopathy Detection by Hybrid Approaches in Two Dimensional Retinal Fundus Images.

    abstract::Diabetes is characterized by constant high level of blood glucose. The human body needs to maintain insulin at very constrict range. The patients who are all affected by diabetes for a long time affected by eye disease called Diabetic Retinopathy (DR). The retinal landmarks namely Optic disc is predicted and masked to...

    journal_title:Journal of medical systems

    pub_type: 杂志文章

    doi:10.1007/s10916-019-1313-6

    authors: S K,D M

    更新日期:2019-05-08 00:00:00