Publications

2020

Badnjevic Almir, Škrbić Ranko, Gurbeta Pokvić Lejla (Eds.), (2019), „CMBEBIH 2019: “Proceedings of the International Conference on Medical and Biological Engineering“, Springer, ISBN: 978-3-030-17971-7

2019

Maksimović M., Omanović-Mikličanin E., Badnjević A. “Nanofood and Internet of Nano Things.” Springer International Publishing. 2019., eBook ISBN: 978-3-030-15054-9

2018

Badnjević A., Cifrek M., Magjarević R., Džemić Z. (eds) “Inspection of Medical Devices.” Series in Biomedical Engineering. 2018, Springer, Singapore

2017

Badnjevic A., (2017), „CMBEBIH 2017: Proceedings of the International Conference on Medical and Biological Engineering 2017“, Springer, ISBN: 978-981-10-4166-2

Book Chapters

2020

Almir Badnjević, Lejla Gurbeta Pokvić, Medical devices: Utilization and Service, In Clinical Engineering Handbook 2nd Edition, editor: Ernesto Iadanza, Elsevier 2020; ISBN: 9780128134672

Lejla Gurbeta Pokvic, Lemana Spahic, Almir Badnjevic, Chapter 23: Implementation of Industry 4.0 in Transformation of Medical Device Maintenance Systems (pages 512-532), Handbook of Research on Integrating Industry 4.0 in Business and Manufacturing, IGI Global, 2020.

2018

Badnjević A., Cifrek M., Magjarević R., Džemić Z. (2018) Introduction. In: Badnjević A., Cifrek M., Magjarević R., Džemić Z. (eds) Inspection of Medical Devices. Series in Biomedical Engineering. Springer, Singapore 4.

Memić H., Badnjević A., Džemić Z. (2018) Regulations and Directives—Past, Present, Future. In: Badnjević A., Cifrek M., Magjarević R., Džemić Z. (eds) Inspection of Medical Devices. Series in Biomedical Engineering. Springer, Singapore

Bošnjaković A., Badnjević A., Džemić Z. (2018) Legal Metrology System—Past, Present, Future. In: Badnjević A., Cifrek M., Magjarević R., Džemić Z. (eds) Inspection of Medical Devices. Series in Biomedical Engineering. Springer, Singapore

Magjarević R., Badnjević A. (2018) Inspection and Testing of Electrocardiographs (ECG) Devices. In: Badnjević A., Cifrek M., Magjarević R., Džemić Z. (eds) Inspection of Medical Devices. Series in Biomedical Engineering. Springer, Singapore

Vuković D., Badnjević A., Omanović – Mikličanin E. (2018) Cost Effectiveness and Increasing of Accuracy of Medical Devices In Legal Metrology System: Case Study Bosnia and Herzegovina. In: Badnjević A., Cifrek M., Magjarević R., Džemić Z. (eds) Inspection of Medical Devices. Series in Biomedical Engineering. Springer, Singapore

Gurbeta L., Izetbegović S., Badnjević-Čengić A., (2018) Inspection and Testing of Infant Incubators. In: Badnjević A., Cifrek M., Magjarević R., Džemić Z. (eds) Inspection of Medical Devices. Series in Biomedical Engineering. Springer, Singapore

Badnjević A. (2020) Medical device standards, regulations, and the law. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 713-714, Academic Press, Elsevier.

Džemić Z., Memić H., Vitt MP., Badnjević A. (2020) Chapter 100: Need for standards and their development. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 715-721, Academic Press, Elsevier.

Džemić Z., Memić H., Badnjević A. (2020) Chapter 101: Regulations and Laws. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 722-727, Academic Press, Elsevier.

Džemić Z., Bošnjaković A., Badnjević A. (2020) Chapter 103 – Healthcare quality and ISO/IEC 17020. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 731-735, Academic Press, Elsevier.

Badnjević A., Gurbeta Pokvić L. (2020) Chapter 108 – Legal metrology framework for medical devices. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 774-779, Academic Press, Elsevier.

Badnjević A., Vuković D. (2020) Chapter 109 – Improving the accuracy and efficiency of medical devices in the legal metrology system of Bosnia and Herzegovina. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 780-786, Academic Press, Elsevier.

Badnjević A. (2020) Medical devices: Utilization and service. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 477, Academic Press, Elsevier.

Badnjević A., Gurbeta Pokvić L., Spahić L. (2020) Chapter 72 – Anesthesia. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 478-483, Academic Press, Elsevier.

Badnjević A., Gurbeta Pokvić L., Spahić L. (2020) Chapter 73 – Cardiovascular techniques and technology. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 484-490, Academic Press, Elsevier.

Badnjević A., Gurbeta Pokvić L., Spahić L. (2020) Chapter 74 – Inspection of medical devices. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 491-497, Academic Press, Elsevier.

Badnjević A., Gurbeta Pokvić L. (2020) Chapter 75 – Hospital beds. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 498-502, Academic Press, Elsevier.

Badnjević A., Gurbeta Pokvić L. (2020) Chapter 76 – Intensive care unit. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 503-508, Academic Press, Elsevier.

Badnjević A., Gurbeta Pokvić L. (2020) Chapter 77 – Imaging. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 509-513, Academic Press, Elsevier.

Badnjević A., Gurbeta Pokvić L., Spahić L. (2020) Chapter 78 – Pediatric and neonate incubators. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 514-519, Academic Press, Elsevier.

Badnjević A., Gurbeta Pokvić L. (2020) Chapter 79 – Medical devices maintenance. In: Iadanza E. Clinical Engineering Handbook (Second Edition), Pages 520-526, Academic Press, Elsevier.

2020

Badnjević, A., Pokvić, L.G., Džemić, Z. et al. Risks of emergency use authorizations for medical products during outbreak situations: a COVID-19 case study. BioMed Eng OnLine 19, 75 (2020). https://doi.org/10.1186/s12938-020-00820-0

Rijad Sarić, Dejan Jokić, Nejra Beganović, Lejla Gurbeta Pokvić, Almir Badnjević, FPGA-based real-time epileptic seizure classification using Artificial Neural Network, Biomedical Signal Processing and Control, Volume 62, 2020, 102106, ISSN 1746-8094, https://doi.org/10.1016/j.bspc.2020.102106.

2019

Živorad Kovačević, Lejla Gurbeta Pokvić, Lemana Spahić, Almir Badnjević; PREDICTION OF MEDICAL DEVICE PERFORMANCE USING MACHINE LEARNING TECHNIQUES: Infant incubator case study Health and Technology. Health and Technology

Almir Badnjevića, Lejla Gurbeta Pokvić, Mehrija Hasičić, Lejla Bandić, Zerina Mašetić, Živorad Kovačević, Jasmin Kevrić, Jasna Hifziefendić, Leandro Pecchia, Evidence-based clinical engineering: Machine learning algorithms for prediction of defibrillator performance, Biomedical Signal Processing and Control Volume 54, September 2019, 101629

2018

A Badnjevic, L Gurbeta, E Custovic. An Expert Diagnostic System to Automatically Identify Asthma and Chronic Obstructive Pulmonary Disease in Clinical Settings, Scientific Reports, (2018)

Gurbeta L., Maksimovic M, Omanovic-Miklicanin E., Badnjevic A., Sejdic E., A telehealth system for automated diagnosis of asthma and chronical obstructive pulmonary disease. Journal of the American Medical Informatics Association 2018

Catic A., Gurbeta L., Kurtovic-Kozaric A., Mehmedbasic S., Badnjevic A. “Application of Neural Networks for classification of Patau, Edwards, Down, Turner and Klinefelter Syndrome based on first trimester maternal serum screening data, ultrasonographic findings and patient demographics”, BMC Medical Genomics (2018) 11:19, DOI: 10.1186/s12920-018-0333-2

2017

Gurbeta, L., Dzemic, Z., Bego, T., Sejdic, E., Badnjevic, A. „Testing of Anesthesia Machines and Defibrillators in Healthcare Institutions“,  J Med Syst (2017) 41: 133. https://doi.org/10.1007/s10916-017-0783-7

Badnjevic A, Gurbeta L, Jimenez E.R., Iadanza E. „Testing of mechanical ventilators and infant incubators in healthcare institutions“ Technology and Health Care (2017) vol. 25, no. 2, pp. 237-250

Gurbeta L, Badnjević A., „Inspection process of medical devices in healthcare institutions: software solution,“ Health Technol. (2017) Volume 7, Issue 1, pp 109–117, doi:10.1007/s12553-016-0154-2

2015

Badnjevic A, Gurbeta L, Boskovic D, Dzemic Z. „Measurement in medicine – Past, present, future“, Folia Medica Facultatis Medicinae Universitatis Saraeviensis Journal (2015) 50(1): 43-46

Read more about legal metrology framework in:

Badnjevic A, Gurbeta L, Boskovic D, Dzemic Z. „Medical devices in legal metrology“, IEEE 4th Mediterranean Conference on Embedded Computing (MECO), pp: 365-367, 14 – 18 June 2015, Budva, Montenegro

Gurbeta L, Badnjevic A, Dzemic Z, Jimenez E.R, Jakupovic A, “Testing of therapeutic ultrasound in healthcare institutions in Bosnia and Herzegovina”, 2nd EAI International Conference on Future Access Enablers of Ubiquitous and Intelligent Infrastructures, 24-25 October 2016, Belgrade, Serbia

Gurbeta L., Alic B., Dzemic Z., Badnjevic A. (2017) Testing of infusion pumps in healthcare institutions in Bosnia and Herzegovina. In: Eskola H., Väisänen O., Viik J., Hyttinen J. (eds) EMBEC & NBC 2017. EMBEC 2017, NBC 2017. IFMBE Proceedings, vol 65. Springer, Singapore

Gurbeta L., Alic B., Dzemic Z., Badnjevic A. (2017) Testing of dialysis machines in healthcare institutions in Bosnia and Herzegovina. In: Eskola H., Väisänen O., Viik J., Hyttinen J. (eds) EMBEC & NBC 2017. EMBEC 2017, NBC 2017. IFMBE Proceedings, vol 65. Springer, Singapore

Gurbeta, D. Vukovic, Z. Dzemic, A. Badnjevic, Legal metrology procedures for increasing safety and
performance characteristics with cost benefits analysis: Case study dialysis machines, IUPESM – The World Congress on Medical Physics & Biomedical Engineering in Prague, June 3—8, 2018

Gurbeta, Z. Dzemic, A. Badnjevic, Establishing traceability chain of infusion and perfusor pumps using legal metrology procedures in Bosnia and Herzegovina, IUPESM – The World Congress on Medical Physics & Biomedical Engineering in Prague, June 3—8, 2018

Read more about prediction of medical device output in:

Lemana Spahić, Emina Kurta, Sabahudin Ćordić, Merjem Bećirović, Lejla Gurbeta Pokvic, Zivorad Kovacevic, Sebija Izetbegovic, Almir Badnjevic, (2020) Machine Learning Techniques for Performance Prediction of Medical Devices: Infant Incubators. In: Badnjevic A., Škrbić R., Gurbeta Pokvić L. (eds) CMBEBIH 2019. CMBEBIH 2019. IFMBE Proceedings, vol 73. Springer, Cham

Faris Hrvat, Lemana Spahić, Lejla Gurbeta Pokvić and Almir Badnjević. Artificial Intelligence for prediction of medical device performance: Infusion and perfusor pumps case study. 9th Mediterranean Conference on Embedded Computing MECO’2020.

Read more about information system for healthcare in:

Gurbeta L, Badnjevic A, Pinjo N, Ljumic F, „ Software Package for Tracking Status of Inspection Dates and Reports of Medical Devices in Healthcare Institutions of Bosnia and Herzegovina“, XXV International Conference on Information, Communication and Automation Technologies (IEEE ICAT), pp:1-5, 29-31 October 2015., Sarajevo, Bosnia and Herzegovina

Gurbeta L, Badnjevic A, Sejdinovic D, Alic B, Abd El-Ilah L, Zunic E, „Software Solution for Tracking Inspection Processes of Medical Devices from Legal Metrology System“, XIV Mediterranean Conference on Medical and Biological Engineering and Computing (MEDICON), 31. March – 02. April 2016., Paphos, Cyprus.

Gurbeta L., Badnjević A., Kurta E. (2020) eVerlab: Software Tool for Medical Device Safety and Performance Inspection Management. In: Badnjevic A., Škrbić R., Gurbeta Pokvić L. (eds) CMBEBIH 2019. CMBEBIH 2019. IFMBE Proceedings, vol 73. Springer, Cham

Read more about expert systems for diagnosis of diseases and conditions in:

Badnjevic A, Gurbeta L, Cifrek M, Marjanovic D, „Diagnostic of Asthma Using Fuzzy Rules Implemented in Accordance with International Guidelines and Physicians Experience“, IEEE 39th International convention on information and communication technology, electronics and microelectronics (MIPRO), 30. May to 03. June 2016. Opatija, Croatia

Badnjevic A, Gurbeta L, Cifrek M, Marjanovic D, „Classification of Asthma Using Artificial Neural Network“, IEEE 39th International convention on information and communication technology, electronics and microelectronics (MIPRO), 30. May to 03. June 2016. Opatija, Croatia

Aljovic A, Badnjevic A, Gurbeta L, „Artificial Neural Networks in the Discrimination of Alzheimer’s disease Using Biomarkers Data“, IEEE 5th Mediterranean Conference on Embedded Computing (MECO), 12 – 16 June 2016, Bar, Montenegro

Granulo E, Becar L, Gurbeta L, Badnjevic A, “Telemetry system for diagnosis of Asthma and Chronical Obstructive Pulmonary Disease (COPD)”, The 3rd EAI International Conference on IoT Technologies for HealthCare, 18-19 October 2016, Vasteras, Sweden

Veljovic E, Spirtovic – Halilovic S, Muratovic S, Osmanovic A, Badnjevic A, et.al., “Artificial Neural Network and Docking Study in Design and Synthesis of Xanthenes as Antimicrobial Agents”, CMBEBIH 2017. IFMBE Proceedings, vol 62. pp 617-626, Springer, Singapore. DOI: 10.1007/978-981-10-4166-2_93

Alic B, Gurbeta L, Badnjevic A, et.al., “Classification of Metabolic Syndrome patients using implemented Expert System”, CMBEBIH 2017. IFMBE Proceedings, vol 62. pp 601-607, Springer, Singapore. DOI: 10.1007/978-981-10-4166-2_91

Badnjevic A, Gurbeta L, Cifrek M, Pecchia L., “Pre-classification process symptom questionnaire based on fuzzy logic for pulmonary function test cost reduction”, CMBEBIH 2017. IFMBE Proceedings, vol 62. pp 608-616, Springer, Singapore. DOI: 10.1007/978-981-10-4166-2_92

Sejdinovic D, Gurbeta L, Badnjevic A, Malenica M, Dujic T, Causevic A, Bego T, Divovic L, “Classification of prediabetes and Type 2 Diabetes using Artificial Neural Network”, CMBEBIH 2017. IFMBE Proceedings, vol 62. pp 685-689, Springer, Singapore. DOI: 10.1007/978-981-10-4166-2_103

Alić, L. Gurbeta, A. Osmanovic and A. Badnjević, “Machine learning techniques for classification of diabetes and cardiovascular diseases,” 2017 6th Mediterranean Conference on Embedded Computing (MECO), Bar, Montenegro, 2017, pp. 1-4. doi: 10.1109/MECO.2017.7977152

Mustafić L.D. et al. (2020) Diagnosis of Severe Aortic Stenosis Using Implemented Expert System. In: Badnjevic A., Škrbić R., Gurbeta Pokvić L. (eds) CMBEBIH 2019. CMBEBIH 2019. IFMBE Proceedings, vol 73. Springer, Cham

Almina Šećkanović, Marijana Šehovac, Lemana Spahić, Irma Ramić, Nuraiym Mamatnazarova, Mirsad Kacila, Almir Badnjević and Lejla Gurbeta. Review of Artificial Intelligence Application in Cardiology. 9th Mediterranean Conference on Embedded Computing MECO’2020.

Deumić A. et al. (2021) Decision Support System Based on Artificial Neural Network for Prediction of Antibiotic Sensitivity of Causative Agents of Urinary Tract Infection in Certain Geographical Regions. In: Jarm T., Cvetkoska A., Mahnič-Kalamiza S., Miklavcic D. (eds) 8th European Medical and Biological Engineering Conference. EMBEC 2020. IFMBE Proceedings, vol 80. Springer, Cham. https://doi.org/10.1007/978-3-030-64610-3_37