Literature DB >> 29788482

A telehealth system for automated diagnosis of asthma and chronical obstructive pulmonary disease.

Lejla Gurbeta1, Almir Badnjevic1, Mirjana Maksimovic2, Enisa Omanovic-Miklicanin3, Ervin Sejdic4,5.   

Abstract

This paper presents the development and real-time testing of an automated expert diagnostic telehealth system for the diagnosis of 2 respiratory diseases, asthma and Chronic Obstructive Pulmonary Disease (COPD). The system utilizes Android, Java, MATLAB, and PHP technologies and consists of a spirometer, mobile application, and expert diagnostic system. To evaluate the effectiveness of the system, a prospective study was carried out in 3 remote primary healthcare institutions, and one hospital in Bosnia and Herzegovina healthcare system. During 6 months, 780 patients were assessed and diagnosed with an accuracy of 97.32%. The presented approach is simple to use and offers specialized consultations for patients in remote, rural, and isolated communities, as well as old and less physically mobile patients. While improving the quality of care delivered to patients, it was also found to be very beneficial in terms of healthcare.

Entities:  

Mesh:

Year:  2018        PMID: 29788482      PMCID: PMC7646878          DOI: 10.1093/jamia/ocy055

Source DB:  PubMed          Journal:  J Am Med Inform Assoc        ISSN: 1067-5027            Impact factor:   4.497


  16 in total

1.  Telemedicine enhances quality of forced spirometry in primary care.

Authors:  Felip Burgos; Carlos Disdier; Elena Lopez de Santamaria; Batxi Galdiz; Núria Roger; Maria Luisa Rivera; Ramona Hervàs; Enric Durán-Tauleria; Judith Garcia-Aymerich; Josep Roca
Journal:  Eur Respir J       Date:  2011-11-10       Impact factor: 16.671

2.  Tuberculosis disease diagnosis using artificial neural networks.

Authors:  Orhan Er; Feyzullah Temurtas; A Cetin Tanrikulu
Journal:  J Med Syst       Date:  2010-06       Impact factor: 4.460

3.  A study on chronic obstructive pulmonary disease diagnosis using multilayer neural networks.

Authors:  Orhan Er; Feyzullah Temurtas
Journal:  J Med Syst       Date:  2008-10       Impact factor: 4.460

4.  Predicting active pulmonary tuberculosis using an artificial neural network.

Authors:  A A El-Solh; C B Hsiao; S Goodnough; J Serghani; B J Grant
Journal:  Chest       Date:  1999-10       Impact factor: 9.410

5.  Alternative projections of mortality and disability by cause 1990-2020: Global Burden of Disease Study.

Authors:  C J Murray; A D Lopez
Journal:  Lancet       Date:  1997-05-24       Impact factor: 79.321

Review 6.  The empirical foundations of telemedicine interventions for chronic disease management.

Authors:  Rashid L Bashshur; Gary W Shannon; Brian R Smith; Dale C Alverson; Nina Antoniotti; William G Barsan; Noura Bashshur; Edward M Brown; Molly J Coye; Charles R Doarn; Stewart Ferguson; Jim Grigsby; Elizabeth A Krupinski; Joseph C Kvedar; Jonathan Linkous; Ronald C Merrell; Thomas Nesbitt; Ronald Poropatich; Karen S Rheuban; Jay H Sanders; Andrew R Watson; Ronald S Weinstein; Peter Yellowlees
Journal:  Telemed J E Health       Date:  2014-06-26       Impact factor: 3.536

Review 7.  Twenty years of telemedicine in chronic disease management--an evidence synthesis.

Authors:  Richard Wootton
Journal:  J Telemed Telecare       Date:  2012-06       Impact factor: 6.184

8.  Neuro-fuzzy classification of asthma and chronic obstructive pulmonary disease.

Authors:  Almir Badnjevic; Mario Cifrek; Dragan Koruga; Dinko Osmankovic
Journal:  BMC Med Inform Decis Mak       Date:  2015-09-11       Impact factor: 2.796

Review 9.  The impact of telehealthcare on the quality and safety of care: a systematic overview.

Authors:  Susannah McLean; Aziz Sheikh; Kathrin Cresswell; Ulugbek Nurmatov; Mome Mukherjee; Akiko Hemmi; Claudia Pagliari
Journal:  PLoS One       Date:  2013-08-19       Impact factor: 3.240

10.  Effect of telehealth on hospital utilisation and mortality in routine clinical practice: a matched control cohort study in an early adopter site.

Authors:  Adam Steventon; Cono Ariti; Elizabeth Fisher; Martin Bardsley
Journal:  BMJ Open       Date:  2016-02-03       Impact factor: 2.692

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  11 in total

1.  A Service-oriented Framework for Developing Personalized Patient Care Plans for COVID-19.

Authors:  Abeer Elahraf; Ayesha Afzal; Ahmed Akhtar; Basit Shafiq; Jaideep Vaidya
Journal:  Proc Int Conf Digit Gov Res       Date:  2021-06-09

Review 2.  Acoustic Methods for Pulmonary Diagnosis.

Authors:  Adam Rao; Emily Huynh; Thomas J Royston; Aaron Kornblith; Shuvo Roy
Journal:  IEEE Rev Biomed Eng       Date:  2018-10-29

3.  Mobile application for monitoring patients under home oxygen therapy: a protocol for a randomized controlled trial.

Authors:  Anisbed Naranjo-Rojas; Luis Ángel Perula-de-Torres; Freiser Eceomo Cruz-Mosquera; Guillermo Molina-Recio
Journal:  BMC Fam Pract       Date:  2021-05-26       Impact factor: 2.497

4.  A Hybrid Model to Classify Patients with Chronic Obstructive Respiratory Diseases.

Authors:  Diogo Martinho; Alberto Freitas; Ana Sá-Sousa; Ana Vieira; Jorge Meira; Constantino Martins; Goreti Marreiros
Journal:  J Med Syst       Date:  2021-01-30       Impact factor: 4.460

Review 5.  IoT-Based Applications in Healthcare Devices.

Authors:  Bikash Pradhan; Saugat Bhattacharyya; Kunal Pal
Journal:  J Healthc Eng       Date:  2021-03-18       Impact factor: 2.682

6.  Application of Machine Learning in Pulmonary Function Assessment Where Are We Now and Where Are We Going?

Authors:  Paresh C Giri; Anand M Chowdhury; Armando Bedoya; Hengji Chen; Hyun Suk Lee; Patty Lee; Craig Henriquez; Neil R MacIntyre; Yuh-Chin T Huang
Journal:  Front Physiol       Date:  2021-06-24       Impact factor: 4.566

7.  An Expert Diagnostic System to Automatically Identify Asthma and Chronic Obstructive Pulmonary Disease in Clinical Settings.

Authors:  Almir Badnjevic; Lejla Gurbeta; Eddie Custovic
Journal:  Sci Rep       Date:  2018-08-03       Impact factor: 4.379

Review 8.  Personalized medicine for patients with COPD: where are we?

Authors:  Frits Me Franssen; Peter Alter; Nadav Bar; Birke J Benedikter; Stella Iurato; Dieter Maier; Michael Maxheim; Fabienne K Roessler; Martijn A Spruit; Claus F Vogelmeier; Emiel Fm Wouters; Bernd Schmeck
Journal:  Int J Chron Obstruct Pulmon Dis       Date:  2019-07-09

9.  Telemedicine as the New Outpatient Clinic Gone Digital: Position Paper From the Pandemic Health System REsilience PROGRAM (REPROGRAM) International Consortium (Part 2).

Authors:  Sonu Bhaskar; Sian Bradley; Vijay Kumar Chattu; Anil Adisesh; Alma Nurtazina; Saltanat Kyrykbayeva; Sateesh Sakhamuri; Sebastian Moguilner; Shawna Pandya; Starr Schroeder; Maciej Banach; Daniel Ray
Journal:  Front Public Health       Date:  2020-09-07

Review 10.  Artificial Intelligence and Machine Learning in Chronic Airway Diseases: Focus on Asthma and Chronic Obstructive Pulmonary Disease.

Authors:  Yinhe Feng; Yubin Wang; Chunfang Zeng; Hui Mao
Journal:  Int J Med Sci       Date:  2021-06-01       Impact factor: 3.738

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