Fatemeh Shah-Mohammadi | Clinical Data Science | Best Researcher Award

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Dr. Fatemeh Shah-Mohammadi | Clinical Data Science | Best Researcher Award

Dr. Fatemeh Shah-Mohammadi at University of Utah, United States

 Professional Profiles👨‍🎓

 Early Academic Pursuits 🎓

Dr. Fatemeh Shah-Mohammadi completed her Master of Science in Electrical and Communication Engineering at Birjand University of Technology, where she laid the groundwork for her expertise in engineering and technology. She then pursued her PhD at Rochester Institute of Technology, specializing in Machine Learning. Her dissertation focused on “Machine Learning-enabled Resource Allocation in Underlay Cognitive Radio Networks,” demonstrating her commitment to applying advanced technologies in innovative ways.

Professional Endeavors 💼

Dr. Shah-Mohammadi currently serves as a Research Assistant Professor of Biomedical Informatics at the University of Utah, where she applies her skills in health informatics and clinical data science. Her professional journey includes significant roles as a Biostatistician II/NLP Engineer at Mount Sinai Health System and a postdoctoral fellow at the Icahn School of Medicine. These experiences have equipped her with a robust foundation in data analysis and machine learning applications across diverse domains.

Contributions and Research Focus 🔍

Dr. Shah-Mohammadi’s research primarily centers on the intersection of health informatics and machine learning. She has developed machine learning models that leverage cross-domain datasets to improve clinical outcomes. Notable projects include NLP-assisted pipelines for clinical note analysis and differential diagnosis, highlighting her dedication to enhancing healthcare delivery through technology.

Impact and Influence 🌍

Dr. Shah-Mohammadi’s work has significant implications for health informatics, particularly in the use of natural language processing (NLP) for clinical applications. Her publications in respected journals, such as the IEEE Open Journal of the Communications Society and Studies in Health Technology and Informatics, showcase her contributions to advancing knowledge in this field. Her research efforts aim to reduce diagnostic uncertainty and improve patient care outcomes, underscoring her influence in biomedical informatics.

Academic Cites 📚

Dr. Shah-Mohammadi’s scholarly output includes multiple peer-reviewed articles that have garnered citations and recognition within the academic community. Her ORCID and Google Scholar profiles further highlight her impact, showcasing a growing body of work that contributes to the fields of health informatics and machine learning.

Technical Skills 🛠️

Dr. Shah-Mohammadi is proficient in various technical areas, including:

  • Machine Learning and Data Science
  • Natural Language Processing
  • Statistical Analysis
  • Software Development for Biomedical Applications Her expertise enables her to build and implement sophisticated models that address real-world clinical challenges.

Teaching Experience 👩‍🏫

As an instructor at the University of Utah, Dr. Shah-Mohammadi teaches courses like “Generative AI in Healthcare” and “Intro to Programming.” Her teaching philosophy emphasizes the integration of cutting-edge technology with foundational principles, preparing students for future challenges in biomedical informatics.

Grants and Funding 💰

Dr. Shah-Mohammadi has actively sought and secured funding for her research initiatives. As the Principal Investigator for a project on automated live meta-analysis of clinical outcomes using generative AI, she demonstrates leadership in advancing research in health informatics. Her involvement as a co-investigator in various projects further highlights her collaborative spirit and dedication to impactful research.

Legacy and Future Contributions 🌟

Looking ahead, Dr. Shah-Mohammadi aims to continue her work at the forefront of health informatics, leveraging machine learning and NLP to drive innovations in clinical practice. Her commitment to research, teaching, and community engagement positions her as a leading figure in the field, poised to make lasting contributions to both academia and healthcare.

📖 Top Noted Publications 

 Addressing Semantic Variability in Clinical Outcome Reporting Using Large Language Models

Authors: Fatemeh Shah-Mohammadi, Joseph Finkelstein
Journal: BioMedInformatics
Year: 2024

 Extraction of Substance Use Information From Clinical Notes: Generative Pretrained Transformer–Based Investigation

Authors: Fatemeh Shah-Mohammadi, Joseph Finkelstein
Journal: JMIR Medical Informatics
Year: 2024

Accuracy Evaluation of GPT-Assisted Differential Diagnosis in Emergency Department

Authors: Fatemeh Shah-Mohammadi, Joseph Finkelstein
Journal: Diagnostics
Year: 2024

Neural Network Cognitive Engine for Autonomous and Distributed Underlay Dynamic Spectrum Access

Authors: Fatemeh Shah-Mohammadi, Hatem Hussein Enaami, Andres Kwasinski
Journal: IEEE Open Journal of the Communications Society
Year: 2021

 NLP-Assisted Differential Diagnosis of Chronic Obstructive Pulmonary Disease Exacerbation

Authors: Fatemeh Shah-Mohammadi, Joseph Finkelstein
Journal: Studies in Health Technology and Informatics
Year: 2024

Using Electronic Medical Records and Clinical Notes to Predict the Outcome of Opioid Treatment Program

Authors: W Cui, Fatemeh Shah-Mohammadi, Joseph Finkelstein
Journal: Healthcare Transformation with Informatics and Artificial Intelligence
Year: 2023

Milla Vehviläinen | Data collection | Best Researcher Award

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Ms. Milla Vehviläinen | Data collection | Best Researcher Award

Ms. Milla Vehviläinen at VTT Technical Research Centre of Finland, Finland

👨‍🎓 Profile

📜 Summary

Milla Vehviläinen is a dedicated research scientist specializing in electromobility. She has extensive experience in computational modeling and simulation of electromechanical powertrains, contributing to both academic research and practical applications in electrical engineering.

🎓 Education

Milla is pursuing a D.Sc. (Tech) at Aalto University in Espoo, Finland, expected to complete in Q4/2025, focusing on computational modeling with a GPA of 4.6/5.0. She earned her M.Sc. (Tech) in Mechatronic System Design from LUT University, Lappeenranta, in 2020, with a GPA of 4.2/5.0. Her academic journey began with a B.Sc. (Tech) in Mechanical Engineering from LUT University, where she graduated in 2018 with a GPA of 3.1/5.0.

💼 Professional Experience

Currently, Milla works as a Research Scientist at VTT in Espoo (since 09/2020), focusing on computational modeling and simulation of electromechanical systems. Previously, she was a Research Trainee at VTT (07/2020 – 09/2020), where she developed a simulation toolbox for smart electric vehicle systems. Milla also has experience as an R&D Engineer Trainee at ABB Oy in Helsinki, working on product development for wind generators (05/2018 – 04/2020), and as a Sales Engineer Trainee in spare parts sales (05/2017 – 04/2018). She started her career as a trainee at Way Structural Technology Oy, contributing to 3D design projects for power plants (05/2016 – 06/2016).

📚 Academic Citations

Milla has authored several peer-reviewed publications, including: “Adapting geometry-based polygonal contacts for simulating faulty rolling bearing dynamics” in Mechanism and Machines Theory (2024) and “Simulation-Based Comparative Assessment of a Multi-Speed Transmission for an E-Retrofitted Heavy-Duty Truck” in Energies (2022).

⚙️ Technical Skills

Milla is skilled in MBS dynamics, 3D CAD, and condition monitoring. She is proficient in programming languages such as Python and VBA, and she has experience with software tools like Siemens NX, Teamcenter, SAP, and Tekla.

🔬 Research Interests

Milla’s research interests include electromechanical systems, electromobility, and fault detection and monitoring in electrical systems.

📖 Top Noted Publications 

Adapting geometry-based polygonal contacts for simulating faulty rolling bearing dynamics
  • Authors: Milla Vehviläinen, Pekka Rahkola, Janne Keränen, Jari Halme, Jussi Sopanen, Olli Liukkonen, Antti Holopainen, Kari Tammi, Anouar Belahcen
  • Journal: Mechanism and Machine Theory
  • Year: 2024
Simulation-Based Comparative Assessment of a Multi-Speed Transmission for an E-Retrofitted Heavy-Duty Truck
  • Authors: Milla Vehviläinen, Pekka Rahkola, Janne Keränen, Jenni Pippuri-Mäkeläinen, Marko Paakkinen, Jukka Pellinen, Kari Tammi, Anouar Belahcen
  • Journal: Energies
  • Year: 2022

Manathungei Priyadarshanie – Women Mental Health – Best Faculty Award 

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Dr Manathungei Priyadarshanie - Women Mental Health - Best Faculty Award 

General Sir John Kotelawala Defence University - Sri Lanka 

Author Profile

Early Academic Pursuits

Dr. Priyadarshanie M.N began her academic journey with a Bachelor of Science in Nursing (Hons) from the Faculty of Allied Health Sciences, University of Peradeniya, Sri Lanka, in 2012. Her dedication to academic excellence is evident in her later pursuit of a Certificate in Teaching in Higher Education (CTHE) in 2016 from the General Sir John Kotelawala Defence University. To further enhance her research skills, she completed a Certificate Course on Research Methodology and Scientific Writing in 2020 from the Faculty of Graduate Studies, University of Sri Jayewardenepura.

Professional Endeavors

Dr. Priyadarshanie M.N's commitment to advancing her knowledge is reflected in her Doctor of Philosophy (PhD) earned in 2022 from the University of Sri Jayewardenepura. Her diverse educational background, including a Diploma in Human Resource Management in 2010, showcases a well-rounded professional profile. Additionally, she acquired skills in computer-based data analysis through a Certificate in Computer-Based Data Analysis in 2017.

Contributions and Research Focus

Dr. Priyadarshanie M.N has made significant contributions to the field of healthcare, particularly in maternal and child health. Her research, as evidenced by numerous abstracts, abstract publications, and full paper publications, spans topics such as neonatal care, dengue outbreaks, emergency contraceptive pills, anxiety disorders during pregnancy, sleep-disordered breathing, and more. Her work demonstrates a broad and impactful research focus with implications for both clinical practice and public health policy.

Accolades and Recognition

Dr. Priyadarshanie M.N has presented her research findings at various national and international conferences, receiving recognition for her work in the form of abstract publications and awards. Her abstract "Perinatal Anxiety Screening (PASS) as a valid tool to detect anxiety among pregnant women" was presented at the 15th Annual Academic Sessions of the Sri Lanka College of Psychiatrists.

Impact and Influence

Through her research, Dr. Priyadarshanie M.N has contributed to the advancement of knowledge in areas critical to maternal and child health, mental health during pregnancy, and sleep-related issues in pregnancy. The impact of her work is evident in the publication of her research findings in reputable journals, such as the BMC Psychiatry and the Journal of the Ceylon College of Physicians.

Legacy and Future Contributions

As a researcher and academic, Dr. Priyadarshanie M.N's legacy lies in her substantial contributions to understanding and addressing health challenges faced by pregnant women and children in Sri Lanka. Her multidisciplinary approach, involving psychology, obstetrics, and public health, positions her as a valuable contributor to ongoing efforts in improving maternal and child health outcomes. Her future contributions are anticipated to further shape the landscape of healthcare research in Sri Lanka and beyond.

Citations

  • Citations      30
  • h-index         3
  • i10-index      2

Notable Publication

 

Jessica Hemberg – Well-being and loneliness of adolescents and youth – Best Researcher Award

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Assoc Prof Dr Jessica Hemberg - Well-being and loneliness of adolescents and youth - Best Researcher Award 

Åbo Akademi University - Finland

Author Profile

Early Academic Pursuits

Assoc Prof Dr Jessica Anne Viveka Hemberg began her academic journey by obtaining a degree as a Public Health Nurse (PHN) and a Registered Nurse (RG) from The Swedish Polytechnic in Vaasa, completing both in 2003. She then pursued a Master of Healthcare (Msc) at Åbo Akademi University, specializing in Caring Science, and earned her degree in 2007. Her academic pursuits continued with a PhD in Health Sciences, majoring in Caring Science, at Åbo Akademi University, with the completion of her doctoral studies in Vaasa on May 8, 2015. Later, she achieved the title of Docent in Caring Science on October 15, 2019.

Professional Endeavors

After completing her PhD, Assoc Prof Dr Hemberg took on various roles, including working full-time as a postgraduate researcher and part-time as a lecturer/teacher at the Centre for Lifelong Learning and the Open University at Åbo Akademi University from 2010 to 2014. During this period, she taught subjects such as workplace psychology, leadership and organizational psychology, and healthcare administration. Hemberg also contributed to caring science education by teaching as an hourly paid teacher and supervising Master’s theses.

Contributions and Research Focus

Assoc Prof Dr Hemberg has made substantial contributions to research, particularly in Caring Science. Her research leadership includes projects such as "Young in the Northern Nordic Region," "Multiprofessional Cooperation in a School Context and Health-Promoting Student Care for Children and Youth," and "Loneliness Among Young People in Swedish Finland." These projects have received significant funding, showcasing the impact and importance of her work.

Accolades and Recognition

Assoc Prof Dr Jessica Anne Viveka Hemberg has received notable recognition for her outstanding contributions to research. She was awarded the Per Brahe Prize in 2022 by Åbo Akademi Foundation for successful research, emphasizing her high research activity and continued relevance in her field. Additionally, her article "Caring ethics as the foundation for cultural competence" was the editor's choice in December 2020 in the Scandinavian Journal of Caring Sciences.

Impact and Influence

Assoc Prof Dr Hemberg's impact extends beyond academia to societal and organizational levels. She has been a project leader and board member in various organizations, contributing to projects focused on mental health, youth well-being, and care organization. Her involvement in national and international conferences, webinars, and as a manuscript reviewer for scientific journals demonstrates her influence in the academic community.

Legacy and Future Contributions

Assoc Prof Dr Jessica Anne Viveka Hemberg has left a substantial legacy through her extensive publication record, leadership in research projects, and teaching experience. Her commitment to promoting well-being and competence is evident in her roles as a senior university lecturer and subject manager. Looking forward, her continued involvement in research, teaching, and leadership positions suggests a lasting impact on Caring Science and related fields.

Notable Publication

Jessica Hemberg – Well-being and loneliness of adolescents and youth – Best Researcher Award 

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Assoc Prof Dr Jessica Hemberg - Well-being and loneliness of adolescents and youth - Best Researcher Award 

Åbo Akademi University - Finland

Author Profile

Early Academic Pursuits

Assoc Prof Dr Jessica Anne Viveka Hemberg began her academic journey by obtaining a degree as a Public Health Nurse (PHN) and a Registered Nurse (RG) from The Swedish Polytechnic in Vaasa, completing both in 2003. She then pursued a Master of Healthcare (Msc) at Åbo Akademi University, specializing in Caring Science, and earned her degree in 2007. Her academic pursuits continued with a PhD in Health Sciences, majoring in Caring Science, at Åbo Akademi University, with the completion of her doctoral studies in Vaasa on May 8, 2015. Later, she achieved the title of Docent in Caring Science on October 15, 2019.

Professional Endeavors

After completing her PhD, Assoc Prof Dr Hemberg took on various roles, including working full-time as a postgraduate researcher and part-time as a lecturer/teacher at the Centre for Lifelong Learning and the Open University at Åbo Akademi University from 2010 to 2014. During this period, she taught subjects such as workplace psychology, leadership and organizational psychology, and healthcare administration. Hemberg also contributed to caring science education by teaching as an hourly paid teacher and supervising Master’s theses.

Contributions and Research Focus

Assoc Prof Dr Hemberg has made substantial contributions to research, particularly in Caring Science. Her research leadership includes projects such as "Young in the Northern Nordic Region," "Multiprofessional Cooperation in a School Context and Health-Promoting Student Care for Children and Youth," and "Loneliness Among Young People in Swedish Finland." These projects have received significant funding, showcasing the impact and importance of her work.

Accolades and Recognition

Assoc Prof Dr Jessica Anne Viveka Hemberg has received notable recognition for her outstanding contributions to research. She was awarded the Per Brahe Prize in 2022 by Åbo Akademi Foundation for successful research, emphasizing her high research activity and continued relevance in her field. Additionally, her article "Caring ethics as the foundation for cultural competence" was the editor's choice in December 2020 in the Scandinavian Journal of Caring Sciences.

Impact and Influence

Assoc Prof Dr Hemberg's impact extends beyond academia to societal and organizational levels. She has been a project leader and board member in various organizations, contributing to projects focused on mental health, youth well-being, and care organization. Her involvement in national and international conferences, webinars, and as a manuscript reviewer for scientific journals demonstrates her influence in the academic community.

Legacy and Future Contributions

Assoc Prof Dr Jessica Anne Viveka Hemberg has left a substantial legacy through her extensive publication record, leadership in research projects, and teaching experience. Her commitment to promoting well-being and competence is evident in her roles as a senior university lecturer and subject manager. Looking forward, her continued involvement in research, teaching, and leadership positions suggests a lasting impact on Caring Science and related fields.

Notable publication

 

Nkolika J. Peter – Real-world Case Studies – Best Researcher Award 

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Dr Nkolika J. Peter - Real-world Case Studies - Best Researcher Award 

Covenant University - Nigeria 

Author Profile

Early Academic Pursuits

Dr. Peter Nkolika Joy began her academic journey in the field of Estate Management with a Bachelor of Science degree from Obafemi Awolowo University, Ife, Osun State, which she completed between March 1999 and October 2005. Her interest in the field continued to grow, leading her to pursue an MSc from the University of Lagos, Akoka, Lagos State, between September 2010 and January 2012. This dedication to academia culminated in a Ph.D. from Covenant University, Ota, Ogun State, from March 2014 to February 2020. Each phase of her academic journey was marked by rigorous research, culminating in the completion of theses that explored critical aspects of real estate and estate management.

Professional Endeavors

Dr. Peter's professional journey has been marked by a series of roles that have allowed her to apply her academic knowledge to real-world scenarios. She began her professional journey as an intern at Diya, Fatimilehin & Co in both Marina and Ikeja, Lagos, where she gained hands-on experience in property management, inspections, and documentation. This experience was followed by roles at Standard Habitat Ltd. in Surulere and Jide Taiwo & Co in Lekki, where she delved deeper into real estate surveying, valuations, and client consultations. Later, she transitioned into academia, serving as a lecturer at Covenant University and Lagos State University, where she contributed significantly to teaching, research, and community development.

Contributions and Research Focus

Dr. Peter's research focus has been multidimensional, covering critical areas such as Sustainability and Environmental Management, Urban Development, ICT in Real Estate, and the implications of rising flood risks on residential real estate prices in Nigeria. Her extensive list of publications in reputable journals and her Ph.D. dissertation on "Attrition in Professional Estate Surveying and Valuation Registration Process in Nigeria" attest to her dedication to advancing knowledge in her field. Additionally, her involvement in various research projects and collaborations underscores her commitment to exploring innovative solutions to contemporary real estate challenges.

Accolades and Recognition

Throughout her career, Dr. Peter has garnered recognition for her exemplary contributions to the field of Estate Management. Her memberships with professional bodies like the Estate Surveyors and Valuers Registration Board and the Nigeria Institution of Estate Surveyors Registration Board of Nigeria are testaments to her professional competence and expertise. Furthermore, her numerous publications in peer-reviewed journals have solidified her reputation as a thought leader in real estate research.

Impact and Influence

Dr. Peter's impact extends beyond her academic and professional achievements; she has influenced the next generation of real estate professionals through her teaching, mentorship, and supervisory roles. Her research contributions have also informed policy decisions and industry practices, making her a pivotal figure in shaping the future of real estate management in Nigeria and beyond.

Legacy and Future Contributions

As Dr. Peter continues to make strides in her career, her legacy is evident in the numerous students she has mentored, the research she has conducted, and the policies she has influenced. Her future contributions are poised to further advance the field of Estate Management through innovative research, collaborative partnerships, and continued dedication to academic excellence. By bridging the gap between theory and practice, Dr. Peter remains committed to creating sustainable solutions for the evolving challenges in the real estate landscape.

Citations

  • Citations      236
  • h-index         3
  • i10-index      2

Notable Publication