Search Results - "Westerlund, Magnus"

Organizational Building Blocks for Blockchain Governance: A Survey of 241 Blockchain White Papers by Honkanen, Petri, Nylund, Mats, Westerlund, Magnus

“…Governance for centralized organizational structures has long roots and well-developed frameworks, including for various specialty areas, such as IT or data…”
Get full text

Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier by Zicari, Roberto V., Ahmed, Sheraz, Amann, Julia, Braun, Stephan Alexander, Brodersen, John, Bruneault, Frédérick, Brusseau, James, Campano, Erik, Coffee, Megan, Dengel, Andreas, Düdder, Boris, Gallucci, Alessio, Gilbert, Thomas Krendl, Gottfrois, Philippe, Goffi, Emmanuel, Haase, Christoffer Bjerre, Hagendorff, Thilo, Hickman, Eleanore, Hildt, Elisabeth, Holm, Sune, Kringen, Pedro, Kühne, Ulrich, Lucieri, Adriano, Madai, Vince I., Moreno-Sánchez, Pedro A., Medlicott, Oriana, Ozols, Matiss, Schnebel, Eberhard, Spezzatti, Andy, Tithi, Jesmin Jahan, Umbrello, Steven, Vetter, Dennis, Volland, Holger, Westerlund, Magnus, Wurth, Renee

“…This paper documents how an ethically aligned co-design methodology ensures trustworthiness in the early design phase of an artificial intelligence (AI) system…”
Get full text

On Assessing Trustworthy AI in Healthcare. Machine Learning as a Supportive Tool to Recognize Cardiac Arrest in Emergency Calls by Zicari, Roberto V., Brusseau, James, Blomberg, Stig Nikolaj, Christensen, Helle Collatz, Coffee, Megan, Ganapini, Marianna B., Gerke, Sara, Gilbert, Thomas Krendl, Hickman, Eleanore, Hildt, Elisabeth, Holm, Sune, Kühne, Ulrich, Madai, Vince I., Osika, Walter, Spezzatti, Andy, Schnebel, Eberhard, Tithi, Jesmin Jahan, Vetter, Dennis, Westerlund, Magnus, Wurth, Renee, Amann, Julia, Antun, Vegard, Beretta, Valentina, Bruneault, Frédérick, Campano, Erik, Düdder, Boris, Gallucci, Alessio, Goffi, Emmanuel, Haase, Christoffer Bjerre, Hagendorff, Thilo, Kringen, Pedro, Möslein, Florian, Ottenheimer, Davi, Ozols, Matiss, Palazzani, Laura, Petrin, Martin, Tafur, Karin, Tørresen, Jim, Volland, Holger, Kararigas, Georgios

“…Artificial Intelligence (AI) has the potential to greatly improve the delivery of healthcare and other services that advance population health and wellbeing…”
Get full text

Novel Biomarkers Detected by Proteomics Predict Death and Cardiovascular Events in Hemodialysis Patients by Wu, Ping-Hsun, Glerup, Rie Io, Svensson, My Hanna Sofia, Eriksson, Niclas, Christensen, Jeppe Hagstrup, Laval, Philip de, Soveri, Inga, Westerlund, Magnus, Linde, Torbjörn, Ljunggren, Östen, Fellström, Bengt

“…End-stage kidney disease increases mortality and the risk of cardiovascular (CV) disease. It is crucial to explore novel biomarkers to predict CV disease in…”
Get full text

1119 Iodine contrast does not contribute to impaired kidney function or need for dialysis by Westerlund, Magnus, Mörtberg, Lina Josefin Gisela

Get full text

452 Cardiac troponins are independent predictors of cardiovascular mortality in haemodialysis patients by Tyden, Maria, Westerlund, Magnus, Svensson, Maria K, Eriksson, Niclas, Soveri, Inga, Girerd, Nicolas, Rossignol, Patrick, Zannad, Faiez, Fellström, Bengt

Get full text

Platform Privacy: The Missing Piece of Data Protection Legislation by Westerlund, Magnus, Enkvist, Joachim

“…After years of deliberation, the EU commission sped up the reform process of a common EU digital policy considerably in 2015 by launching the EU digital single…”
Get full text

Edge MLOps: An Automation Framework for AIoT Applications by Raj, Emmanuel, Buffoni, David, Westerlund, Magnus, Ahola, Kimmo

“…Artificial Intelligence of Things (AIoT) is the combination of artificial intelligence (AI) technologies with the Internet of Things (IoT) infrastructure to…”
Get full text

Z-Inspection®: A Process to Assess Trustworthy AI by Zicari, Roberto V., Brodersen, John, Brusseau, James, Dudder, Boris, Eichhorn, Timo, Ivanov, Todor, Kararigas, Georgios, Kringen, Pedro, McCullough, Melissa, Moslein, Florian, Mushtaq, Naveed, Roig, Gemma, Sturtz, Norman, Tolle, Karsten, Tithi, Jesmin Jahan, van Halem, Irmhild, Westerlund, Magnus

“…The ethical and societal implications of artificial intelligence systems raise concerns. In this article, we outline a novel process based on applied ethics,…”
Get full text

Towards Distributed Clouds: A Review About the Evolution of Centralized Cloud Computing, Distributed Ledger Technologies, and A Foresight on Unifying Opportunities and Security Implications by Westerlund, Magnus, Kratzke, Nane

“…This review focuses on the evolution of cloud computing and distributed ledger technologies (blockchains) over the last decade. Cloud computing relies mainly…”
Get full text

Smart Contract based Distributed IoT Security: A Protocol for Autonomous Device Management by Wickstrom, John, Westerlund, Magnus, Pulkkis, Goran

“…The proliferation of IoT devices in society demands a renewed focus on securing the use and maintenance of such systems. IoT-based systems have a significant…”
Get full text

Assessing Trustworthy AI in Times of COVID-19: Deep Learning for Predicting a Multiregional Score Conveying the Degree of Lung Compromise in COVID-19 Patients by Allahabadi, Himanshi, Amann, Julia, Balot, Isabelle, Beretta, Andrea, Binkley, Charles, Bozenhard, Jonas, Bruneault, Frederick, Brusseau, James, Candemir, Sema, Cappellini, Luca Alessandro, Chakraborty, Subrata, Cherciu, Nicoleta, Cociancig, Christina, Coffee, Megan, Ek, Irene, Espinosa-Leal, Leonardo, Farina, Davide, Fieux-Castagnet, Genevieve, Frauenfelder, Thomas, Gallucci, Alessio, Giuliani, Guya, Golda, Adam, van Halem, Irmhild, Hildt, Elisabeth, Holm, Sune, Kararigas, Georgios, Krier, Sebastien A, Kuhne, Ulrich, Lizzi, Francesca, Madai, Vince I, Markus, Aniek F, Masis, Serg, Mathez, Emilie Wiinblad, Mureddu, Francesco, Neri, Emanuele, Osika, Walter, Ozols, Matiss, Panigutti, Cecilia, Parent, Brendan, Pratesi, Francesca, Moreno-Sanchez, Pedro A, Sartor, Giovanni, Savardi, Mattia, Signoroni, Alberto, Sormunen, Hanna-Maria, Spezzatti, Andy, Srivastava, Adarsh, Stephansen, Annette F, Theng, Lau Bee, Tithi, Jesmin Jahan, Tuominen, Jarno, Umbrello, Steven, Vaccher, Filippo, Vetter, Dennis, Westerlund, Magnus, Wurth, Renee, Zicari, Roberto V

“…This article's main contributions are twofold: 1) to demonstrate how to apply the general European Union's High-Level Expert Group's (EU HLEG) guidelines for…”
Get full text

Decentralizing Machine Learning Operations using Web3 for IoT Platforms by Wickstrom, John, Westerlund, Magnus, Raj, Emmanuel

“…Combining machine learning with IoT offers new and exciting possibilities for service innovation. A core challenge for such systems is model training and…”
Get full text

Assessing Trustworthy AI in times of COVID-19. Deep Learning for predicting a multi-regional score conveying the degree of lung compromise in COVID-19 patients by Allahabadi, Himanshi, Amann, Julia, Balot, Isabelle, Beretta, Andrea, Binkley, Charles, Bozenhard, Jonas, Bruneault, Frederick, Brusseau, James, Candemir, Sema, Cappellini, Luca Alessandro, Castagnet, Genevieve Fieux, Chakraborty, Subrata, Cherciu, Nicoleta, Cociancig, Christina, Coffee, Megan, Ek, Irene, Espinosa-Leal, Leonardo, Farina, Davide, Fieux-Castagnet, Genevieve, Frauenfelder, Thomas, Gallucci, Alessio, Giuliani, Guya, Golda, Adam, van Halem, Irmhild, Hildt, Elisabeth, Holm, Sune, Kararigas, Georgios, Krier, Sebastien A., Kuhne, Ulrich, Lizzi, Francesca, Madai, Vince I., Markus, Aniek F., Masis, Serg, Mathez, Emilie Wiinblad, Mureddu, Francesco, Neri, Emanuele, Osika, Walter, Ozols, Matiss, Panigutti, Cecilia, Parent, Brendan, Pratesi, Francesca, Moreno-Sanchez, Pedro A., Sartor, Giovanni, Savardi, Mattia, Signoroni, Alberto, Sormunen, Hanna, Spezzatti, Andy, Srivastava, Adarsh, Stephansen, Annette F., Theng, Lau Bee, Tithi, Jesmin Jahan, Tuominen, Jarno, Umbrello, Steven, Vaccher, Filippo, Vetter, Dennis, Westerlund, Magnus, Wurth, Renee, Zicari, Roberto V.

“…The paper's main contributions are twofold: to demonstrate how to apply the general European Union's High-Level Expert Group's (EU HLEG) guidelines for…”
Get full text

Tackling the Cloud Forensic Problem While Keeping Your Eye on the GDPR by Westerlund, Magnus, Jaatun, Martin Gilje

“…If the cloud is just someone else's computer, securing forensic evidence in case of a breach can be tricky. A blockchain-based distributed ledger could…”
Get full text

Towards Distributed Clouds by Westerlund, Magnus, Kratzke, Nane

“…This review focuses on the evolution of cloud computing and distributed ledger technologies (blockchains) over the last decade. Cloud computing relies mainly…”
Get full text

Privacy and security challenges for autonomous agents : A study of two social humanoid service robots by Bistrom, Dennis, Westerlund, Magnus, Duncan, Bob, Jaatun, Martin Gilje

“…The development of autonomous agents have gained renewed interest, largely due to the recent successes of machine learning. Social robots can be considered a…”
Get full text

Reliable Fleet Analytics for Edge IoT Solutions by Raj, Emmanuel, Westerlund, Magnus, Espinosa-Leal, Leonardo

“…In recent years we have witnessed a boom in Internet of Things (IoT) device deployments, which has resulted in big data and demand for low-latency…”
Get full text

Adaptive streaming within the 3GPP packet-switched streaming service by Frojdh, P., Horn, U., Kampmann, M., Nohlgren, A., Westerlund, M.

“…The 3GPP packet-switched streaming service (PSS) is a standard for audio and video streaming to handheld 2.5G and 3G terminals and provides a complete…”
Get full text

Rethinking IoT Security: A Protocol Based on Blockchain Smart Contracts for Secure and Automated IoT Deployments by Wickström, John, Westerlund, Magnus, Pulkkis, Göran

“…Proliferation of IoT devices in society demands a renewed focus on securing the use and maintenance of such systems. IoT-based systems will have a great impact…”
Get full text