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Hans Moen is a Research Fellow in the Department of Computer Science at Aalto University, affiliated with the Professorships of Marttinen P. and Kaski Samuel. His research focuses on natural language processing (NLP) applications in healthcare, including clinical documentation analysis, stigmatizing language detection in medical records, and transformer-based deep learning for health trajectory modeling. Moen has contributed to interdisciplinary projects involving nursing informatics, healthcare disparities, and predictive modeling in clinical settings. Research Interests: His work bridges computer science and healthcare, emphasizing: NLP techniques for clinical text analysis Health equity through language bias detection Machine learning for longitudinal health data Automated clinical documentation systems Prominent contributions include identifying racial/ethnic disparities in birth clinical notes (2025) and developing self-supervised summarization methods for nursing records (2024). His 2023 Aalto SCI award recognized excellence in teaching assistantship. Collaborations span healthcare institutions and interdisciplinary teams, addressing challenges in electronic health records, patient risk prediction, and clinical decision support systems.

• Natural Language Processing
• Health Informatics
• Clinical Documentation
• +3 more

Mats Christiansen is a University Lecturer at Uppsala University and doctoral student in Health Sciences at Åbo Akademi University. His primary affiliation is with the Faculty of Education and Welfare Studies. He holds a PhD in progress, a Licentiate from Karolinska Institutet, and multiple nursing degrees. Education highlights include: Phil. Dr. (ongoing), Åbo Akademi University Licentiate in Prostate Cancer Care, Karolinska Institutet (2019) Master of Science in Elderly Care Nursing, Karolinska Institutet (2021) University of Gothenburg degrees (BA 1999, MA 1999) Research focuses on LGBTQ+ health equity, particularly prostate cancer care for MSM, aging populations, and mHealth interventions. Key themes include: Sexual health post-cancer treatment Health literacy and self-care strategies Queer theory applied to healthcare Stigma reduction in clinical settings Recent projects include netnography studies on prostate cancer survivorship and a 2021-2023 initiative on sexual health after treatment. Active in peer review for Qualitative Health Research and Higher Education journals. Awards include the Chancellor's GLBT Leadership Award (2010) and a 2023 research prize. Engaged in public speaking on LGBTQIA+ health issues and sits on the Public Health Agency of Sweden’s HIV/hepatitis advisory board. Current work involves studying sexual health trajectories among MSM prostate cancer survivors and exploring AI ethics in medical education contexts.

• LGBTQ Health
• Prostate Cancer Care
• Health Literacy
• +5 more

Mira Palonen is a researcher in Health Sciences with a strong focus on nursing, gerontology, palliative care, and health services research. Her work spans patient experiences with incurable diseases, fall prevention in the elderly, access to care in rural areas, and methodological approaches in studying hidden populations. She is actively involved in academic supervision, conference presentations, and peer review activities. Active researcher with 51 research outputs including articles, reviews, and a doctoral thesis Supervisor of multiple master’s theses in nursing and health sciences Regular presenter at academic conferences and contributor to journal peer review Expertise recognized through academic qualification as a docent Her research interests include nursing leadership, psychological empowerment, hospice care, emergency medical services, and healthcare for underserved populations. She contributes to the UN Sustainable Development Goal 3 (Good Health and Well-being) through her work on equitable and effective healthcare delivery. The most recent publications highlight a trend toward qualitative synthesis, scoping reviews, and applied health research in Finland. Her work increasingly integrates interdisciplinary collaboration, especially in technology-based interventions for aging populations, as seen in the SOL-TECH project. She also contributes to understanding complex care environments, including emergency triage accuracy and staff redeployment in nursing. Mira Palonen has not received any explicitly mentioned scientific awards in the provided text. She actively supervises master’s students and engages in academic service through peer review, conference organization, and public outreach. While no specific grants are listed, her involvement in multi-author studies and collaborative projects suggests participation in funded research initiatives. She is part of an active research network focused on gerontology, oncology nursing, and health equity, with recent collaborations extending to interdisciplinary projects involving smart technologies for healthy aging.

• Nursing
• Oncology Nursing
• Geriatric Nursing
• +13 more

Eeva Harju is an active researcher at the University of Eastern Finland, contributing significantly to the fields of nursing, oncology, and men's health. Her work centers on improving patient outcomes through evidence-based practices, particularly focusing on prostate cancer care, physical activity in cancer patients, and health promotion. Her research interests include: Prostate cancer and androgen deprivation therapy Quality of life and psychosocial well-being in cancer patients Scoping and systematic reviews in health sciences Adolescent sexual health promotion in schools Nursing interventions in hospital settings Hidden and hard-to-reach populations in health research Her recent publications demonstrate a strong trend toward evidence synthesis—particularly scoping reviews, umbrella reviews, and systematic reviews—aimed at guiding clinical practice and policy. These works span topics from preoperative physical activity in cancer patients to the effectiveness of nursing interventions and sexual health promotion among adolescents. Her scientific contributions have been recognized through active roles as a reviewer for journals such as Scandinavian Journal of Caring Sciences and Hoitotiede , and she has participated in numerous conferences and public talks. She has also supervised master's students and contributed to media discussions on cancer care and patient well-being. Notable activities include: Supervisor of master's students Reviewer for scientific journals Presenter at national and international conferences Media contributor on cancer and health topics Participant in academic governance and qualification processes (e.g., docent title) Her work aligns with UN Sustainable Development Goal 3: Good Health and Well-being, particularly in advancing equitable and effective healthcare for vulnerable and aging populations.

• Nursing
• Oncology
• Prostate Cancer
• +12 more

Marjaana Jones is a University Instructor and Postdoctoral Research Fellow at Tampere University , affiliated with the Faculty of Social Sciences and the Tampere Institute for Advanced Study . Her research focuses on patient and public involvement in healthcare, experiential knowledge , private maternity services , and health policy reform . She has been associated with the Multidisciplinary Cancer Research Group since 2016. Key research areas : Healthcare Policy & Governance Experiential Knowledge in Medicine Private vs. Public Healthcare Dynamics Dietary Practices & Health Communication Cancer Patient Support Systems 2016-2021 PhD explored patient participation in Finnish healthcare systems. 2021-2022 Nutrition, Expertise, and Media project examined health-related expertise in dietary practices. Current project Futures of Finnish Maternity Care (2025) analyzes commercialization of pregnancy services. Scientific engagement : 3 Prizes (unspecified) 22 Research Outputs (2016-2025) 75+ Research Activities (unspecified) 3 Media Appearances Advising & Collaborations : Collaborated with Pia Jallinoja , Inkeri Pietilä , and Terhi-Anna Wilska across projects. Co-authored with multidisciplinary teams in oncology, nursing, and policy research.

• Health Policy
• Patient and Public Involvement
• Experiential Knowledge
• +7 more

Jessica Hemberg is an Associate Professor and Senior University Lecturer in Health Sciences at the Faculty of Natural Sciences and Engineering, Åbo Akademi University in Vaasa, Finland. She has been working at the university since 2015 and received the title of Associate Professor in Care Science in 2019. Hemberg serves as subject manager for pedagogical studies for teachers in health sciences didactics and for leadership in care and social care. Her educational background includes a PhD (awarded in 2015), with clinical experience in the healthcare industry and previous work as a care teacher at Novia University of Applied Sciences. She has specialized in online learning, occupational healthcare, psychology, higher education pedagogy, and educational leadership. Hemberg's research focuses on health promotion and deepening the understanding of health and suffering across different age groups, ethical and existential issues in healthcare, and ethical leadership. Her key research areas include loneliness, home care, school health care, healthcare collaboration, and youth wellbeing, contributing to the UN's Sustainable Development Goals. Hemberg has published over 270 scientific articles in internationally recognized journals, with significant publication output in recent years. Her research shows consistent focus on understanding loneliness, particularly among adolescents, and ethical dimensions of healthcare, with notable publications on compassion, ethical sensitivity, and person-centered care. Per Brahe Prize 2022 (12,000 euros) Best poster award May 2025 Top downloaded international article in the journal "JOURNAL OF CLINICAL NURSING" 2024 The experience of suffering among patients with cancer illness award August 2024 Hemberg is actively involved in mentoring and advising, serving on examination committees for doctoral theses. She has led multiple significant research projects including studies on loneliness and wellbeing among young people in Swedish Finland, ethical stress in elderly care, and multi-professional collaboration in school health contexts. Her work is supported by various foundations and government agencies, demonstrating its societal relevance and impact. Hemberg is also active in media engagement, frequently contributing to public discourse on healthcare, loneliness, and ethical issues in nursing and care settings. Her research has been referenced in policy sources and picked up by multiple news outlets, showing its practical relevance to contemporary societal challenges.

• Health Promotion
• Ethical Leadership
• Loneliness
• +7 more

Elina Haavisto is a Professor specializing in Health Sciences, focusing on palliative care, nursing education, and healthcare professional competencies. Her research explores topics such as patient experiences in oncology care, empathy in nursing education, and interprofessional collaboration in palliative settings. She has published extensively since 1989, with notable contributions to Higher Education Quarterly , Journal of Interprofessional Care , and Nursing Open . Her work addresses critical areas including preoperative physical activity barriers for cancer patients, virtual reality simulations for nursing education, and advance care planning in palliative wards. Collaborations span qualitative research methodologies and interdisciplinary healthcare practices. No specific university affiliation is explicitly mentioned in the provided texts. Research activity trends show a focus on evidence-based practices, patient-centered care, and the integration of technology in medical education. Outputs from 2020–2025 highlight methodological diversity, including systematic reviews, cross-sectional studies, and interview-based qualitative analyses. No scientific awards or formal grants are listed in the provided data. Advising activities and student supervision details are absent from current records.

• Palliative Care
• Nursing Education
• Patient Care
• +4 more

Tarja Kvist is a Professor of Nursing Science and Nursing Leadership, and Head of the Department of Nursing Science at the University of Eastern Finland (UEF), Faculty of Health Sciences. She holds a part-time role as a Nurse Director at the Wellbeing Services County of Central Finland. Her research focuses on health service research, quality of care, leadership, and attractive organizational environments. Key areas include Magnet hospital models, nurse leadership, patient satisfaction, and resilience in healthcare settings. Her work includes international collaborations, supervision of doctoral and master’s students, and post-doctoral researchers. Notable projects include studies on nurse leadership during the pandemic, resilience in cancer patients, and multicultural work environments. She has contributed to over 150 publications, emphasizing evidence-based practice, healthcare quality, and nursing management. Her research groups, such as the 'House of Effectiveness,' explore nursing leadership and Magnet culture. Projects like 'HIRE' and 'TRACTION' address recruitment, retention, and cultural diversity in healthcare teams. Awards and recognitions are not explicitly listed, but her extensive contributions to nursing leadership and patient care highlight her academic impact. Labs/Teams: She leads the Department of Nursing Science and collaborates with international teams on projects such as the 'Recruitment and Retention Elements of Culturally and Linguistically Diverse Healthcare Teams.' Her work integrates qualitative and quantitative methods, addressing both clinical and organizational challenges in healthcare.

• Nursing Leadership
• Health Services Research
• Quality of Care
• +4 more

Roman Bednarik is a Professor at the School of Computing, University of Eastern Finland within the Faculty of Science, Forestry and Technology. His research focuses on eye tracking technologies applied to surgical training, medical imaging, and human-computer interaction. Key projects include ER4Surgery (Research-to-Business) and studies on early Alzheimer's detection using multimodal fusion networks. Bednarik leads the Interactive Technologies research group and has contributed to advancements in microsurgical training systems through machine learning and instrument detection algorithms. Research Interests : Eye tracking applications in surgery, human factors in medical environments, machine learning for healthcare, and wearable technology for clinical assessment. His work bridges computer science with biomedical engineering to improve surgical skill evaluation and patient diagnosis through innovative sensor systems and data analysis techniques. Publications & Contributions : Over 150 peer-reviewed articles spanning eye movement analysis in programming, surgical proficiency metrics, and neurosurgical visualization systems. Notable outputs include deep learning models for microsurgical instrument detection and gaze-based stress assessment tools in operating rooms. Labs/Teams : Leads the Interactive Technologies group and collaborates with interdisciplinary teams on projects like the Hyperspectral Imaging initiative for brain tumor surgery and VR/XR-based vision impairment simulations.

• Human-Computer Interaction
• Medical Imaging
• Machine Learning
• +4 more

Dr. Enrico Glerean is a Staff Scientist at the Aalto School of Science , core member of Aalto Scientific Computing (managing the Triton high-performance computing cluster), and active in research software training. He contributes to GDPR compliance, data anonymization, and secure research workflows as part of the Aalto Data Agents network , European Data Protection Board, and Finnish Reproducibility Network . His academic affiliation is with the Department of Neuroscience and Biomedical Engineering . Expertise: Cognitive neuroscience, brain imaging, open science advocacy Leadership: Academic Affairs Committee, Making Waves initiative for women in STEM His research combines neuroimaging with real-world digital phenotyping , focusing on functional brain connectivity, embodied emotions, and MRI methodological development. Recent work explores environmental influences on brain networks (2024) and emotion-body mapping (2024). Publications span journals like NeuroImage and PLoS Biology , often integrating machine learning with neuroscience. Scientific awards include: 16th Novartis Neuroscience Award (2016) Best doctoral dissertation 2016 (Aalto School of Science) Aalto Scientific Communication Award (2018) Kordelin Foundation scholarship (2018) He contributes to research ethics education and promotes responsible generative AI use. His work bridges technical computing expertise with cognitive neuroscience applications, particularly in autism spectrum disorders and emotion processing.

• Cognitive Neuroscience
• Neuroimaging
• Functional MRI
• +7 more

Marko Elovainio is a Professor at the University of Helsinki's Department of Psychology and Logopedics, within the Faculty of Medicine Medicum. His research focuses on psychosocial factors influencing health, including mental disorders, work environments, and social inequalities. He leads projects on child and adolescent mental health, healthcare utilization patterns, and the impact of environmental factors like temperature on mental health outcomes. Key research interests include the interplay between socioeconomic status, mental health, and family dynamics, with a strong emphasis on register-based nationwide cohort studies. He has contributed to understanding the epidemiology of mental disorders, workplace interventions for health promotion, and the consequences of developmental disorders in internationally adopted children. Recent work highlights associations between childhood mental health and parental employment, the role of peer networks in academic dropout risks, and the effectiveness of primary healthcare collaboration. His projects are funded by institutions like the Finnish Institute for Health and Welfare (THL) and involve collaborations across multiple Nordic countries. Elovainio serves as a supervisor for doctoral programs in Human Behaviour, Clinical Research, and Population Health. His research emphasizes translational outcomes, aiming to inform public health policies and improve healthcare systems.

• Psychology
• Social Psychology
• Mental Health
• +5 more

Eliisa Löyttyniemi serves as a Biostatistics Doctoral Researcher within the Department of Paediatrics and Adolescent Medicine at the University of Turku, Finland. Her core expertise encompasses teaching biostatistics, statistical consulting for diverse medical datasets, and specialized analysis of clinical trials. Contact details include email eliisa.loyttyniemi@utu.fi and phone numbers +358 29 450 4450 / +358 50 308 2458 at Kiinamyllynkatu 10, 20520 Turku. Her research spans multiple high-impact medical domains through rigorous biostatistical frameworks: Clinical Trials Methodology : Design and analysis of randomized controlled trials across medical specialties Oncology : Survival modeling for breast cancer with real-world Finnish data Nephrology : PET imaging quantification for bone metabolism in dialysis patients Critical Care : Infection prevention protocols in intensive care units Endocrinology : Metabolic interventions for diabetes and liver health Post-Viral Syndromes : Long-term outcomes in post-COVID conditions Löyttyniemi's 2025 publications demonstrate exceptional cross-disciplinary collaboration, with 10 articles spanning nursing research, surgical oncology, renal medicine, and anesthesiology. Her work consistently applies advanced statistical techniques—including survival analysis, retrospective cohort studies, and randomized trial designs—to address pressing clinical challenges. The recurring themes of real-world data validation and methodological rigor highlight her role as a pivotal biostatistics collaborator in translational medical research. No scientific awards are documented in available sources. Regarding academic mentorship, the provided materials contain no information about student supervision or grant funding. Similarly, specific laboratory affiliations or dedicated research teams beyond departmental context are not referenced.

• Biostatistics
• Clinical Trials
• Medical Statistics
• +7 more