Software Architectures and Software Processes

Leveraging Large Language Models for Simplified Patient Summary Generation, Literature Retrieval and Medical Information Summarization: A Health CASCADE Study

“…Nonetheless, we considered the sate-ofthe-art of relevant literature, showed the lack of RAs in this research field (cf. Section 3), have taken guidelines for the conceptual modeling of RAs into account (Antonino et al, 2011;Garces et al, 2020;Oussalah, 2014;Tazari et al, 2010), and drew connections between the design theory and RA components. Secondly, our evaluation depends on one sample, i.e., the choice of other participants for the survey might have led to different results.…”

“…Thereby, the following five steps were implemented: awareness of problem, suggestion, development, evaluation, and conclusion. We chose the methodological framework of Vaishnavi and Kuechler (2015) over other approaches since it has an explicit focus on the development of theoretically sound design requirements and principles to guide the development of an IS reference architecture as they act as the unconditional prerequisite for an RA (Oussalah, 2014). Hereby, the DSR methodology is a valid approach to conceptualizing requirements and proposals regarding information systems in digital healthcare and personal health (Miah et al, 2017).…”

“…Reference architectures are epitomized and theoretical architectures of end systems for a particular application domain (Angelov et al, 2009;Nakagawa et al, 2012). RAs have been designed in several application domains, positively influencing the productivity, performance, and quality of the systems (Oussalah, 2014). Hereby, Oussalah (2014) states that the design of an RA should incorporate pre-defined requirements as well as establish them, whereas also domain concepts are identified.…”

“…RAs have been designed in several application domains, positively influencing the productivity, performance, and quality of the systems (Oussalah, 2014). Hereby, Oussalah (2014) states that the design of an RA should incorporate pre-defined requirements as well as establish them, whereas also domain concepts are identified. Thus, this approach can use DRs and DPs of a general design theory as they respectively depict application-specific meta requirements (Baskerville and Pries-Heje, 2010;Walls et al, 1992) and the prescriptive implementation of these (Fu et al, 2016) to represent a sound foundation for the reference architecture.…”