Developing a novel digital forensics readiness framework for wireless medical networks using specialised logging

Conference paper


Mpungu, C., George, C. and Mapp, G. 2023. Developing a novel digital forensics readiness framework for wireless medical networks using specialised logging. Jahankhani, H. (ed.) 14th ICGS3-22: International Conference on Global Security, Safety and Sustainability. Virtual Conference 07 - 08 Sep 2022 Springer. pp. 203-226 https://doi.org/10.1007/978-3-031-20160-8_12
TypeConference paper
TitleDeveloping a novel digital forensics readiness framework for wireless medical networks using specialised logging
AuthorsMpungu, C., George, C. and Mapp, G.
Abstract

Wireless Medical Networks (WMNs) have always been a vital component for the treatment and management of chronic diseases. However, the data generated by these networks keeps growing and has become a potential target for criminals seeking to capitalise on its sensitivity and value. Wireless networks also happen to be more vulnerable to attacks compared to wired networks. In the event of such attacks, it becomes really difficult to conduct a digital Forensics investigation. This paper investigates and suggests a proactive approach of digital forensics readiness within wireless medical networks by suggesting specialised monitoring and logging mechanisms. The research first identifies threats to wireless medical networks. It then undertakes a trajectory of a systematic review of previously proposed digital forensics frameworks and identifies challenges. Finally, it proposes a conceptual framework for Digital Forensics Readiness (DFR) for wireless medical networks. The paper, therefore, makes a novel contribution to the field of digital forensics. It suggests a more streamlined, robust, and decentralised framework that is partially underpinned by blockchain technology at the evidence management layer. The framework contributes to the enforcement of evidential data integrity whilst also securing wireless medical networks.

Sustainable Development Goals3 Good health and well-being
Middlesex University ThemeHealth & Wellbeing
Research GroupAspects of Law and Ethics Related to Technology group
LanguageEnglish
Conference14th ICGS3-22: International Conference on Global Security, Safety and Sustainability
Page range203-226
EditorsJahankhani, H.
ISSN1613-5113
Electronic2363-9466
ISBN
Hardcover9783031201592
Electronic9783031201608
Paperback9783031201622
PublisherSpringer
Publication dates
Online03 Jan 2023
Print03 Jan 2023
Publication process dates
Deposited30 Jan 2023
Accepted02 Nov 2022
Output statusPublished
Accepted author manuscript
Copyright Statement

This version of the article has been accepted for publication, after peer review (when applicable) and is subject to Springer Nature’s AM terms of use (https://www.springernature.com/gp/open-research/policies/accepted-ma...), but is not the Version of Record and does not reflect post-acceptance improvements, or any corrections. The Version of Record is available online at: http://dx.doi.org/10.1007/978-3-031-20160-8_12

Additional information

Cite this paper:
Mpungu, C., George, C., Mapp, G. (2023). Developing a Novel Digital Forensics Readiness Framework for Wireless Medical Networks Using Specialised Logging. In: Jahankhani, H. (eds) Cybersecurity in the Age of Smart Societies. Advanced Sciences and Technologies for Security Applications. Springer, Cham. https://doi.org/10.1007/978-3-031-20160-8_12

Digital Object Identifier (DOI)https://doi.org/10.1007/978-3-031-20160-8_12
Book titleCybersecurity in the Age of Smart Societies: Proceedings of the 14th International Conference on Global Security, Safety and Sustainability, London, September 2022
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M-Sieve: a visualisation tool for supporting network security analysts
Choudhury, S., Kodagoda, N., Nguyen, P., Rooney, C., Attfield, S., Xu, K., Zheng, Y., Wong, B., Chen, R., Mapp, G., Slabbert, L., Aiash, M. and Lasebae, A. 2012. M-Sieve: a visualisation tool for supporting network security analysts. VisWeek 2012. Seattle, WA, USA 14 - 19 Oct 2012
A formally verified AKA protocol for vertical handover inheterogeneous environments using Casper/FDR
Aiash, M., Mapp, G., Lasebae, A., Phan, R. and Loo, J. 2012. A formally verified AKA protocol for vertical handover inheterogeneous environments using Casper/FDR. EURASIP Journal on Wireless Communications and Networking. 2012 (57). https://doi.org/10.1186/1687-1499-2012-57
Stream bundle management layer for optimum management of co-existing telemedicine traffic streams under varying channel conditions in heterogeneous networks.
Shaikh, F., Lasebae, A., Mapp, G. and Middlesex University 2005. Stream bundle management layer for optimum management of co-existing telemedicine traffic streams under varying channel conditions in heterogeneous networks. MIT 2005. China
Teleporting in an X Window System Environment
Richardson, T., Bennett, F., Mapp, G., Hopper, A., Olivetti Research Laboratory and University of Cambridge 1994. Teleporting in an X Window System Environment. IEEE Personal Communications. 1 (3), pp. 6-12. https://doi.org/10.1109/MPC.1994.311827
Proactive policy management for heterogeneous networks
Shaikh, F., Lasebae, A., Mapp, G. and Middlesex University 2008. Proactive policy management for heterogeneous networks. 3rd International Conference on Information and Communication Technologies: from Theory to Applications (ICTTA 2008). Umayyad Palace, Damascus, Syria 07 - 11 Apr 2008
Client-based SBM layer for predictive management of traffic flows in heterogeneous networks
Shaikh, F., Lasebae, A., Mapp, G. and Middlesex University 2006. Client-based SBM layer for predictive management of traffic flows in heterogeneous networks. 2nd IEEE International Conference on Information and Communication Technologies: from Theory to Applications (ICTTA 2006). Damascus, Syria 24 - 28 Apr 2006
Tripwire: a synchronization primitive for virtual memory mapped communication.
Riddoch, D., Pope, S., Roberts, D., Mapp, G., Clarke, D., Ingram, D., Mansley, K., Hopper, A., AT&T Laboratories Cambridge and Laboratory for Communications Engineering 2001. Tripwire: a synchronization primitive for virtual memory mapped communication. Journal for Interconnection Networks. 2 (3), pp. 345-364. https://doi.org/10.1142/S0219265901000439
Traffic modelling in WLANs and cellular networks.
Gemikonakli, E., Mapp, G., Gemikonakli, O., Ever, E. and Middlesex University 2011. Traffic modelling in WLANs and cellular networks. First Global Conference on Communication, Science and Information Engineering (CCSIE 2011). Middlesex University 25 - 27 Jul 2011
A survey of network coverage prediction mechanisms in 4G heterogeneous wireless networks.
Shaikh, F., Mapp, G., Lasebae, A., British Institute of Technology and e-Commerce and Middlesex University 2011. A survey of network coverage prediction mechanisms in 4G heterogeneous wireless networks. First Global Conference on Communication, Science and Information Engineering (CCSIE 2011). Middlesex University 25 - 27 Jul 2011
Exploring the concept of scope to provide better security for internet services.
Aiash, M., Mapp, G., Lasebae, A., Phan, R., Middlesex University and Loughborough University 2011. Exploring the concept of scope to provide better security for internet services. First Global Conference on Communication, Science and Engineering (CCSIE 2011). Middlesex University 25 - 27 Jul 2011
The development of a dynamic and robust event-based routing protocol in wireless sensor networks for environment monitoring.
Rantisi, M., Maquosi, A., Mapp, G., Gemikonakli, O., PSUT University, Petra University and Middlesex University 2011. The development of a dynamic and robust event-based routing protocol in wireless sensor networks for environment monitoring. First Global Conference on Communication, Science and Information Engineering (CCSIE 2011). Middlesex University 25 - 27 Jul 2011
Enhancing naming and location services to support multi-homed devices in heterogeneous environments
Aiash, M., Mapp, G., Lasebae, A., Phan, R., Augusto, M., Vanni, R., Moreira, E., Middlesex University, Loughborough University and University of Sao Paulo 2011. Enhancing naming and location services to support multi-homed devices in heterogeneous environments. First Conference on Communication, Science and Information Enginneering (CCSIE 2011). Middlesex University 25 - 27 Jul 2011
Link layer-based TCP optimisation for disconnecting networks.
Scott, J., Mapp, G., Intel Research Cambridge and Middlesex University 2003. Link layer-based TCP optimisation for disconnecting networks. Computer Communications Review. 33 (5).
Networked surfaces: a new concept in mobile networking
Scott, J., Hoffman, F., Addlesee, M., Mapp, G., Hopper, A., Laboratory for Communications Engineering, AT&T Laboratories Cambridge and Cambridge University Engineering Department 2002. Networked surfaces: a new concept in mobile networking. Mobile Networks and Applications. 7 (5), pp. 353-364. https://doi.org/10.1023/A:1016539632660
Virtual memory support for distributed computing environments using a shared data object model
Huang, F., Bacon, J., Mapp, G. and University of Cambridge 1995. Virtual memory support for distributed computing environments using a shared data object model. Distributed Systems Engineering. 2 (4), pp. 202-211. https://doi.org/10.1088/0967-1846/2/4/003
Proactive policy management using TBVH mechanism in heterogeneous networks.
Shaikh, F., Mapp, G., Lasebae, A. and Middlesex University 2007. Proactive policy management using TBVH mechanism in heterogeneous networks. Proceedings of the International Conference and Exhibition on 'Next Generation Mobile Application, Services and Technologies' (NGMAST 2007). Cardiff, Wales 12 - 14 Sep 2007
Balancing streaming and demand accesses in a network based storage environment.
Thakker, D., Mapp, G., Gemikonakli, O. and Middlesex University 2010. Balancing streaming and demand accesses in a network based storage environment. in: Sobh, T., Elleithy, K. and Mahmood, A. (ed.) Novel algorithms and techniques in telecommunications and networking. London, New York Springer. pp. 403-408
A QoS framework for heterogeneous networking
Aiash, M., Mapp, G., Lasebae, A., Augusto, M., Vanni, R. and Moreira, E. 2011. A QoS framework for heterogeneous networking. Internation Conference on Wireless networks 2011 (ICWN'11). London 06 - 08 Jul 2011
Impacts of buffering voice calls in integrated voice and data services
Gemikonakli, E., Gemikonakli, O., Ever, E., Mapp, G. and Institute of Electrical and Electronics Engineers 2011. Impacts of buffering voice calls in integrated voice and data services. Al-Dabass, D., Orsoni, A., Cant, R. and Abraham, A. (ed.) IEEE. pp. 507-512 https://doi.org/10.1109/UKSIM.2011.103
Exploring multi-homing issues in heterogeneous networks
Mapp, G., Aiash, M., Guardia, H., Crowcroft, J., Institute of Electrical and Electronics Engineers, Middlesex University, Federal University of Sao Paulo and University of Cambridge 2011. Exploring multi-homing issues in heterogeneous networks. IEEE. pp. 690-695 https://doi.org/10.1109/WAINA.2011.140
eHealth: legal, ethical and governance challenges: an overview.
Whitehouse, D., George, C. and Duquenoy, P. 2011. eHealth: legal, ethical and governance challenges: an overview. Med-e-Tel 2011. Luxembourg 06 - 08 Apr 2011
Y-Comm research [web page]
Mapp, G., Middlesex University, University of Cambridge, University of Sao Paulo and Loughborough University 2008. Y-Comm research [web page]. Middlesex University.
Exploring gate-limited analytical models for high-performance network storage servers
Mapp, G., Thakker, D., Gemikonakli, O. and Middlesex University 2011. Exploring gate-limited analytical models for high-performance network storage servers. Journal of Computer and System Sciences. 77 (5). https://doi.org/10.1016/j.jcss.2010.08.002
Towards an integrated network security framework using the Y-Comm architecture
Mapp, G., Crowcroft, J. and Phan, R. 2010. Towards an integrated network security framework using the Y-Comm architecture. in: Jahankhani, H., Watson, D., Me, G. and Leonhardt, F. (ed.) Handbook of electronic security and digital forensics Singapore World Scientific Publishing. pp. 169-183
Providing security in 4G systems: unveiling the challenges
Aiash, M., Mapp, G., Lasebae, A., Phan, R., Middlesex University and Loughborough University 2010. Providing security in 4G systems: unveiling the challenges. Atmaca, T., Palicot, J., Amor, N., Tsiatsos, T., Marot, M. and Dini, O. (ed.) IEEE. pp. 439-444 https://doi.org/10.1109/AICT.2010.24
The design of a storage architecture for mobile heterogeneous devices.
Mapp, G., Thakker, D. and Silcott, D. 2007. The design of a storage architecture for mobile heterogeneous devices. IEEE Computer Society.. https://doi.org/10.1109/ICNS.2007.113
An architectural framework for heterogeneous networking.
Mapp, G., Cottingham, D., Shaikh, F., Vidales, P., Patanapongpibul, L., Baliosian, J. and Crowcroft, J. 2006. An architectural framework for heterogeneous networking. Vasiu, L. (ed.) Portugal Institute of Systems and Technologies of Information, Control and Communication.
Y-Comm: a global architecture for heterogeneous networking.
Mapp, G., Shaikh, F., Crowcroft, J., Cottingham, D. and Baliosian, J. 2007. Y-Comm: a global architecture for heterogeneous networking. 3rd International Conference on Wireless Internet. Austin, Texas
An analytical approach for performance analysis of handoffs in the next generation integrated cellular networks and WLANs
Kirsal, Y., Gemikonakli, E., Ever, E., Mapp, G., Gemikonakli, O. and Middlesex University 2010. An analytical approach for performance analysis of handoffs in the next generation integrated cellular networks and WLANs. IEEE. https://doi.org/10.1109/ICCCN.2010.5560093
Information for handover management in heterogeneous networks: data representation,languages and integrated platforms
Vanni, R., Branco, K., Moreira, E., Mapp, G., University of Sao Paulo and Middlesex University 2010. Information for handover management in heterogeneous networks: data representation,languages and integrated platforms. 7th International Conference on Information and Technology Management. Sao Paulo, Brazil 19 - 21 May 2010
Exploring Markov models for gate-limited service and their application to network-based services.
Mapp, G. 2009. Exploring Markov models for gate-limited service and their application to network-based services. Eight Mathematics of Networks Meeting. Cambridge 18 Sep 2009
Exploring a new Markov chain model for multiqueue systems.
Mapp, G., Thakker, D. and Gemikonakli, O. 2010. Exploring a new Markov chain model for multiqueue systems. Al-Dabass, D., Orsoni, A., Cant, R. and Abraham, A. (ed.) IEEE Computer Society.. pp. 592-597 https://doi.org/10.1109/UKSIM.2010.113
Exploiting contextual handover information for versatile services in NGN environments.
Moreira, E., Cottingham, D., Crowcroft, J., Hui, P., Mapp, G., Vanni, R. and Institute of Electrical and Electronics Engineers 2007. Exploiting contextual handover information for versatile services in NGN environments. in: Digital Information Management, 2007. ICDIM '07. 2nd International Conference. IEEE Computer Society.. pp. 506-512
Electronic medical records: addressing privacy & security concerns in the UK and US
George, C. and Berčič, B. 2009. Electronic medical records: addressing privacy & security concerns in the UK and US. BILETA 2009 - To Infinity and Beyond: Law and Technology in Harmony?. University of Winchester, UK 21 - 23 Apr 2009
Illegal activities, preventative technologies & ISP immunity: where should the buck stop?
George, C. 2008. Illegal activities, preventative technologies & ISP immunity: where should the buck stop? BILETA 2008: the 23rd annual conference. Glasgow Caledonian University 27 - 28 Mar 2008
Regulatory challenges in the era of the convergence of telecommunications, broadcasting and information
George, C. 2007. Regulatory challenges in the era of the convergence of telecommunications, broadcasting and information. 15th Telecommunications Forum, TELFOR 2007. Belgrade, Serbia 20 - 22 Nov 2007
Legal challenges of cybercrime
George, C. 2007. Legal challenges of cybercrime. 15th Telecommunications Forum, TELFOR 2007. Sava Centre, Belgrade, Serbia 20 - 22 Nov 2007
Players’ image management in the UK football industry
Futre, D., George, C. and Coathup, R. 2007. Players’ image management in the UK football industry. 15th Congress of the European Sports Management Association (EASM 2007). Torino, Italy 12 - 15 Sep 2007
Data protection: peeking over the study cubicle online!
George, C. 2005. Data protection: peeking over the study cubicle online! JISClegal: Legal Issues of Online Learning Environments.. University of Warwick, UK 01 - 02 Jun 2005 pp. 4-5
Online healthcare: internet pharmacies may not be good for your health
George, C. 2005. Online healthcare: internet pharmacies may not be good for your health. in: Zielinski, C., Duquenoy, P. and Kimppa, K. (ed.) The information society: emerging landscapes: IFIP International Conference on Landscapes of ICT and Social Accountability, Turku, Finland, June 27-29, 2005. Netherlands Springer.
Copyright management systems: assessing the power balance.
George, C. 2005. Copyright management systems: assessing the power balance. in: Zielinski, C., Duquenoy, P. and Kimppa, K. (ed.) The information society: emerging landscapes: IFIP International Conference on Landscapes of ICT and Social Accountability, Turku, Finland, June 27-29, 2005. New York Springer.
Pursuing electronic health: a UK primary health care perspective
Ndeti, M. and George, C. 2005. Pursuing electronic health: a UK primary health care perspective. in: Funabashi, M. and Grzech, A. (ed.) Challenges of expanding Internet: e-commerce, e-business, and e-government: 5th IFIP Conference on e-Commerce, e-Business, and e-Government (13E'2005), October 28-30, 2005, Poznan, Poland. New York Springer.
Challenges of identity theft in the information society.
Jahankhani, H. and George, C. 2008. Challenges of identity theft in the information society. in: Kiekegaard, S. (ed.) Synergies and conflicts in cyberlaw. International Association of IT Lawyers. pp. 42-51
Ethical, legal and social issues in medical informatics.
Duquenoy, P., George, C. and Kimppa, K. 2008. Ethical, legal and social issues in medical informatics. Hershey, PA. Medical Information Science Reference.
Compiling medical data into national medical databases: legitimate practice or data protection concern?
Berčič, B. and George, C. 2008. Compiling medical data into national medical databases: legitimate practice or data protection concern? in: Duquenoy, P., George, C. and Kimppa, K. (ed.) Ethical, legal and social issues in medical informatics Hershey, PA. Medical Information Science Reference. pp. 228-247
Managing social irresponsibility in cyberspace: the walled garden approach
George, C. 2008. Managing social irresponsibility in cyberspace: the walled garden approach. The 11th International Symposium - Management and Social Responsibility, (SymOrg2008). Belgrade, Serbia 10 - 13 Sep 2008
Issues and challenges in securing interoperability of DRM systems in the digital music market
George, C. and Chandak, N. 2006. Issues and challenges in securing interoperability of DRM systems in the digital music market. International Review of Law Computers and Technology. 20 (3), pp. 271-285. https://doi.org/10.1080/13600860600852143
Web 2.0 and user-generated content: legal challenges in the new frontier.
George, C. and Skerri, J. 2007. Web 2.0 and user-generated content: legal challenges in the new frontier. Journal of Information, Law and Technology.
Internet pharmacies: global threat requires a global approach to regulation.
George, C. 2006. Internet pharmacies: global threat requires a global approach to regulation. Hertfordshire law journal. 4 (1), pp. 12-25.
Identifying personal data using relational database design principles
Berčič, B. and George, C. 2009. Identifying personal data using relational database design principles. International Journal of Law and Information Technology. 17 (3), pp. 233-251. https://doi.org/10.1093/ijlit/ean007
Investigating the legal protection of data, information and knowledge under the EU data protection regime
Berčič, B. and George, C. 2009. Investigating the legal protection of data, information and knowledge under the EU data protection regime. International Review of Law Computers and Technology. 23 (3), pp. 189-201. https://doi.org/10.1080/13600860903262255
Security models for heterogeneous networking
Mapp, G., Aiash, M., Lasebae, A. and Phan, R. 2010. Security models for heterogeneous networking. Katsikas, S. (ed.) 4th International Conference on Security and Cryptography. Athens, Greece 26 - 28 Jul 2010 IEEE. pp. 1-4
Information systems failures: whose responsibility?
Georgiadou, E. and George, C. 2006. Information systems failures: whose responsibility? in: Dawson, R. (ed.) Learning and teaching issues in software quality [INSPIRE XI] Swindon British Computer Society.
Online medical consultations: are we heading in the right direction?
George, C. and Duquenoy, P. 2005. Online medical consultations: are we heading in the right direction? Ethicomp 2005, Looking back to the future. Linköping, Sweden. 12 - 15 Sep 2005
Exploring legal & ethical aspects of IPR management in e-learning
George, C., Duquenoy, P. and Middlesex Univerity: School of computing science 2007. Exploring legal & ethical aspects of IPR management in e-learning. London School of Computing Science, Middlesex University.
Online medical consultations: legal, ethical and social perspectives
George, C. and Duquenoy, P. 2008. Online medical consultations: legal, ethical and social perspectives. in: Duquenoy, P., George, C. and Kimppa, K. (ed.) Ethical, legal, and social issues in medical informatics Medical Information Science Reference.
What ELSE? Regulation and compliance in medical imaging and medical informatics
Duquenoy, P., George, C. and Solomonides, A. 2008. What ELSE? Regulation and compliance in medical imaging and medical informatics. in: Gao, X., Müller, H., Loomes, M., Comley, R. and Luo, S. (ed.) Medical Imaging and Informatics: 2nd International Conference, MIMI 2007. Berlin Springer.
ICT in medicine and health care: assessing social, ethical and legal issues.
Duquenoy, P., George, C., Colliste, G., Hedstrom, K., Kimppa, K. and Mordini, E. 2006. ICT in medicine and health care: assessing social, ethical and legal issues. in: Berleur, J., Markku, I. and Nurminen, J. (ed.) Social informatics: an information society for all? In remembrance of Rob Kling: proceedings of the seventh international conference on human choice and computers (HCC7). Boston IFIP Press.
Managing IPR in a successful e-learning enterprise: the global campus, Middlesex University, UK
Bacsich, P., Duquenoy, P., George, C., Weldon, J., Bakry, W., Davis, G. and Middlesex Univerity: School of computing science 2006. Managing IPR in a successful e-learning enterprise: the global campus, Middlesex University, UK. in: Proceedings of the IPR in E-learning Workshop/Conference 21st March, 2006. London School of Computing Science, Middlesex University.
Modelling and performability analysis of network memory servers.
Gemikonakli, O., Mapp, G., Thakker, D., Ever, E. and Society for Modeling and Simulation International 2006. Modelling and performability analysis of network memory servers. in: 39th Annual Simulation Symposium: proceedings. California IEEE Computer Society.. pp. 127-134
Modelling network memory servers with parallel processors, break-downs and repairs.
Gemikonakli, O., Mapp, G., Ever, E. and Thakker, D. 2007. Modelling network memory servers with parallel processors, break-downs and repairs. California IEEE Computer Society.. pp. 11-20 https://doi.org/10.1109/ANSS.2007.29
Exploring efficient imperative handover mechanisms for heterogeneous wireless networks
Mapp, G., Shaikh, F., Aiash, M., Vanni, R., Augusto, M. and Moreira, E. 2009. Exploring efficient imperative handover mechanisms for heterogeneous wireless networks. Duresi, A., Barolli, L., Enokido, T., Uehara, M., Shakshuki, E. and Takizawa, M. (ed.) 12th International Conference on Network-Based Information Systems. Indianapolis, Indiana 19 - 21 Aug 2009 IEEE. pp. 286-291 https://doi.org/10.1109/NBiS.2009.95
A practical approach for 4G systems: deployment of overlay networks.
Mapp, G., Stajano, F., Crowcroft, J. and Vidales, P. 2005. A practical approach for 4G systems: deployment of overlay networks. in: First International Conference on Testbeds and Research Infrastructures for the DEvelopment of NeTworks and COMmunities, Tridentcom 2005, Trento, Italy. IEEE Computer Society Press.. pp. 172-181
A client-based handoff mechanism for mobile IPv6 wireless networks.
Mapp, G. and Pantanapongpibul, L. 2003. A client-based handoff mechanism for mobile IPv6 wireless networks. in: 8th IEEE Symposium on Computers and Communications (ISCC), Antalya, Turkey. Proceedings IEEE Computer Society Press.. pp. 563-568
Autonomic system for mobility support in 4G networks
Mapp, G., Baliosian, J., Serrat, J. and Vidales, P. 2005. Autonomic system for mobility support in 4G networks. IEEE Journal on Selected Areas in Communications. 23 (12), pp. 2288-2304. https://doi.org/10.1109/JSAC.2005.857198
An end-system approach to mobility management for 4G networks and its application to thin-client computing.
Mapp, G., Hopper, A. and Pantanapongpibul, L. 2006. An end-system approach to mobility management for 4G networks and its application to thin-client computing. Mobile Computing and Communications Review. 10 (3), pp. 13-33. https://doi.org/10.1145/1148094.1148097
Considering something ELSE: ethical, legal and socio-economic factors in medical imaging and medical informatics
Duquenoy, P., George, C. and Solomonides, A. 2008. Considering something ELSE: ethical, legal and socio-economic factors in medical imaging and medical informatics. Computer Methods and Programs in Biomedicine. 92 (3), pp. 227-237. https://doi.org/10.1016/j.cmpb.2008.06.001