Multimodal medical data analysis for improved disease diagnosis and treatment outcome prediction : Multimodal Medical Data Analysis by Hao, Xinyu

“…Articles III & IV proposed a hybrid weakly and semi-supervised framework for predicting pathological complete response in breast cancer using multi-parametric MRI, reducing reliance on pixel-level annotations. …”
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Asiakasymmärryksen rakentuminen innovaatioprosessin alkupäässä : kuinka aloittavan yrityksen asiakasymmärrystä voidaan rakentaa? by Huusko, Juhamatti, Kuronen, Lauri

“…As a result the research has established a new model of building the customer understanding at Front End of innovation process. …”
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Vanhemmuuden rakentuminen pariterapiassa by Hakala, Virve, Jalava, Sini

“…We used social constructionism as a theoretical framework in this study. Within the discussions in couple treatment good and inadequate parenthood were constructed in both the parents’ and therapists’ speech. …”
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Identifying drivers of brand polarization from consumer perspective by Tornberg, Jussi

“…The interviews were conducted for ten respondents and a total of 36 loved or hated brands were discussed by the interviewees. …”
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Users' perceptions of privacy in cookie consent requests with deceptive design by Tuokkola, Noora

“…A theoretical framework for understanding users’ perceptions of privacy, as inspired by previous models of perceived privacy, was proposed, consisting of four influencing factors that were used as guiding themes throughout the study: privacy concerns, control over privacy, trust in the cookie data collector, and perceived privacy risks. …”
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Social responsibility in sport clubs : perceptions of young football players in Finland by Karjalainen, Valtteri

“…The research was done by a mixed method, a qualitative and quantitative research combination so that 159 participants answered the questionnaire, and it contained multiple choice questions as well as some open questions. …”
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The unspoken pressure of tradition : East Asian classical musicians in western classical music by Leppänen, Jenni Johanna

“…Discourse analytical framework is used as a main method to illustrate four different representations of East Asian classical musicians ‒ the Invader, the Asian, the Virtuoso, and the Bridge Builder. …”
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“Onko se semmonen niinku mies-juttu” : mieskuvat parisuhteissaan väkivaltaisten miesten ryhmämuotoisessa hoidossa by Kiviluoma, Sara, Lähteenmäki, Joonas, Valin, Armi

“…As a result of the analysis, three representations of men were identified. …”
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GDPR:n valvominen, kirjallisuuskatsaus by Leinonen, Lauri

“…Tehokas GDPR-valvonta edellyttää rekisterinpitäjien, yksityishenkilöiden ja tietosuojaviranomaisten välistä yhteistyötä, jolla lisätään tietoisuutta ja ymmärrystä asetuksesta, varmistetaan tehokas asetuksen noudattaminen ja suojellaan yksilöiden yksityisyyttä koskevia oikeuksia The General Data Protection Regulation (GDPR) is a comprehensive framework for data protection and privacy in the European Union. …”
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Technology-mediated integration of sales and marketing by Kunelius, Vilma

“…The theoretical framework of the research guided the formation of interview questions, data analysis, and interpretation of the research findings. …”
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Voice of the future? Examining consumer responses to AI-generated voice in brand communication by Ruuska, Matti

“…For marketing managers, the most meaningful implication is a framework enabling assessment of when AI-generated voice supports marketing efforts and when it may be harmful. …”
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Uuden maksupalveludirektiivin tuoman vahvan tunnistautumisen omaksuminen ja vaikutus maksukäyttäytymiseen verkkomaksuissa by Koskimäki, Markus

“…Firstly, the literature review was carried out of UTAUT2 model and the theoretical framework and applies it to this study. The literature on payment instruments and the Payment Services Directive is then examined. …”
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Reporting cyber security to management and board of directors by Kyrölä, Alina

“…This research aims to offer a solu tion on how to report cyber security to boards and management effectively. …”
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Effective managerial practices for creation of employee commitment towards environmental management by Lainpelto, Emily

“…This study was conducted using a qualitative research method, and the data was collected through ten semi-structured interviews of employees and managers in the case company when an environmental management system was being implemented. …”
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Digitalisaation vaikutukset ja haasteet asiakaspalvelussa by Rajala, Kaisa

“…Inertia was found to be a highly significant factor that delays changes. …”
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Viidesluokkalaisten digitaalisiin medioihin liittyviä käsityksiä ja käyttötottumuksia : "alakoululainen on oikea media-ahmatti" by Jumpponen, Matti

“…My thesis is qualitative and phenomenographic in nature. The theoretical framework consists of some relevant key concepts, a curriculum review, and presentation of earlier studies. …”
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"Olen ihminen vaikka olenkin potilas" : pitkäkestoista kipua kokevien aikuisten vuorovaikutuskokemuksia terveydenhuollossa by Grabtchak, Aleksei

“…Patients experienced taking notes before, during and/or after interactions with healthcare professionals as useful. Having a third person present during interactions was perceived as beneficial. …”
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Suomalaisen jalkapallotutkimuksen monipuolistajat : kartoittava kirjallisuuskatsaus Suomen yliopistojen ylempien korkeakoulututkintojen jalkapalloaiheisista opinnäytetöistä by Louste, Henri

“…The research was carried out using a scoping review method, which aims to provide a broad description of the subject of the study. …”
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Genetic methods for detection of plant-associated aerobic anoxygenic phototrophic bacteria by Chilman, Martin

“…Our results show that the techniques developed offer a good framework for future studies. More specifically, the sequence data show that primers pufM_uniF and pufM_uniR have good sensitivity and species coverage for plant-associated AAPB, and that they are well suited for analysis of epiphytic AAPB. …”
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"En mä halua et mun pomo seuraa mua" : mitkä tekijät estävät työntekijää omaksumasta organisaation sisäistä sosiaalista viestintävälinettä? by Manninen, Tiina

“…The models for the Unified Theory of Acceptance and Use of Technology (UTAUT and UTAUT2) are used as a combined framework. The data collection was done using the theme-centered interviews with employees (=13) and for the analysis a thematic approach was adopted to turn the qualitative data into meaningful patterns. …”
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