Doctoral Student, Department of Computing. Parisa Movahedi - UTU Research Portal

Parisa Movahedi
Doctoral Student, Department of Computing.

Doctoral Researcher, Terveysteknologia (Tietotekniikan laitos)
Doctoral Researcher, Tietotekniikan laitoksen yhteiset (Tietotekniikan laitos)

parmov@utu.fi

Office: 452B

ORCID identifier: https://orcid.org/0000-0002-2571-9279

ResearchGate

GoogleScholar

Areas of expertise

Machine learning, Data analysis, Artificial intelligence, Medical image processing

Biography

Parisa movahedi is a Ph.D. candidate and a project researcher at the University of Turku, Finland. She received here M.Sc. (Tech) degree in information and communications technology at the university of Turku, Finland. Her main research interest include machine learning model development and evaluation of Non-i.i.d data and privacy preserving AI for health data.

Research

For the last 8 years, Parisa has been working in several projects and collaborated with different institutes (Helsinki university, medical imaging center for southwest Finland, Turku university hospital (TYKS)) specializing in machine learning applicability and performance evaluation. Currently she is a part of the PRIVASA group, researching different areas of privacy preserving AI for health data.

Publications

Evaluating Classifiers Trained on Differentially Private Synthetic Health Data (2023)
- Proceedings (IEEE International Symposium on Computer-Based Medical Systems)
2023 IEEE 36th International Symposium on Computer-Based Medical Systems Movahedi Parisa, Nieminen Valtteri, Montoya Perez Ileana, Pahikkala Tapio, Airola Antti
(Refereed article in conference proceedings (A4))
Long-Term Autonomy in Forest Environment Using Self-Corrective SLAM (2022) New Developments and Environmental Applications of Drones: Proceedings of FinDrones 2020 Nevalainen Paavo, Movahedi Parisa, Peña Queralta Jorge, Westerlund Tomi, Heikkonen Jukka
(Refereed article in conference proceedings (A4))
GeFeS: A generalized wrapper feature selection approach for optimizing classification performance (2020)
- Computers in Biology and Medicine
Golnaz Sahebi, Parisa Movahedi, Masoumeh Ebrahimi, Tapio Pahikkala, Juha Plosila, Hannu Tenhunen
(Refereed journal article or data article (A1))
Prediction of prostate cancer aggressiveness using 18 F-Fluciclovine (FACBC) PET and multisequence multiparametric MRI (2020)
- Scientific Reports
Movahedi P, Merisaari H, Perez IM, Taimen P, Kemppainen J, Kuisma A, Eskola O, Teuho J, Saunavaara J, Pesola M, Kähkönen E, Ettala O, Liimatainen T, Pahikkala T, Boström P, Aronen H, Minn H, Jambor I
(Refereed journal article or data article (A1))
Comparative Analysis of Image Fusion Methods in Marine Environment (2019) 2019 IEEE International Symposium on Robotic and Sensors Environments (ROSE) Fahimeh Farahnakian, Parisa Movahedi, Jussi Poikonen, Eero Lehtonen, Dimitrios Makris, Jukka Heikkonen
(Refereed article in conference proceedings (A4))
Luminometric label array for quantification of metal ions in drinking water – Comparison to human taste panel (2019)
- Microchemical Journal
Tanja Seppälä, Tuuli Ruponen, Mari Sandell, Parisa Movahedi, Ileana Montoya Perez, Leo Lepistö, Oskar Laaksonen, Tapio Pahikkala, Harri Härmä, Sari Pihlasalo
(Refereed journal article or data article (A1))
Radiomics and machine learning of multisequence multiparametric prostate MRI: Towards improved non-invasive prostate cancer characterization (2019)
- PLoS ONE
Jussi Toivonen, Ileana Montoya Perez, Parisa Movahedi, Harri Merisaari, Marko Pesola, Pekka Taimen, Peter J. Boström, Jonne Pohjankukka, Aida Kiviniemi, Tapio Pahikkala, Hannu J. Aronen, Ivan Jambor
(Refereed journal article or data article (A1))
Combined transcriptomics, proteomics and metabolomics analysis identifies metabolic pathways associated with the loss of cardiac regeneration (2018)
- Cardiovascular Research
Talman V, Teppo J, Poho P, Movahedi P, Vaikkinen A, Pahikkala T, Kotiaho T, Kostiainen R, Varjosalo M, Ruskoaho H
(Other (O2))
Molecular atlas of postnatal mouse heart development (2018)
- Journal of the American Heart Association
Talman V., Teppo J., Pöhö P., Movahedi P., Vaikkinen A., Karhu S. T., Trošt K., Suvitaival T., Heikkonen J., Pahikkala T., Kotiaho T., Kostiainen R., Varjosalo M., Ruskoaho H.
(Refereed journal article or data article (A1))
Time-Gated Raman Spectroscopy for Quantitative Determination of Solid-State Forms of Fluorescent Pharmaceuticals (2018)
- Analytical Chemistry
Lipiäinen T, Pessi J, Movahedi P, Koivistoinen J, Kurki L, Tenhunen M, Yliruusi J, Juppo AM, Heikkonen J, Pahikkala T, Strachan CJ
(Refereed journal article or data article (A1))
Fitting methods for intravoxel incoherent motion imaging of prostate cancer on region of interest level: Repeatability and gleason score prediction (2017)
- Magnetic Resonance in Medicine
Harri Merisaari, Parisa Movahedi, Ileana M. Perez, Jussi Toivonen, Marko Pesola, Pekka Taimen, Peter J. Boström, Tapio Pahikkala, Aida Kiviniemi, Hannu J. Aronen, Ivan Jambor
(Refereed journal article or data article (A1))
Diffusion Weighted Imaging of Prostate Cancer: Prediction of Cancer using Texture Features from Parametric Maps of the Monoexponential and Kurtosis functions (2016) 2016 Sixth International Conference on Image Processing Theory, Tools and Applications (IPTA) Ileana Montoya Perez, Jussi Toivonen, Parisa Movahedi, Harri Merisaari, Marko Pesola, Pekka Taimen, Peter J. Boström, Aida Kiviniemi, Hannu J. Aronen, Tapio Pahikkala, Ivan Jambor
(Refereed article in conference proceedings (A4))
Diffusion weighted imaging of prostate cancer xenografts: comparison of bayesian modeling and independent least squares fitting (2016)
- International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition. Proceedings
Parisa Movahedi, Hanne Hakkarainen, Harri Merisaari, Heidi Liljenbäck, Helena Virtanen, Hannu Juhani Aronen, Heikki Minn, Matti Poutanen, Anne Roivainen, Timo Liimatainen, Ivan Jambor
(Unrefereed conference proceedings (B3))
Fast regularized least squares and k-means clustering method for intrusion detection systems (2015) Proceedings of the International Conference on Pattern Recognition Applications and Methods Parisa Movahedi, Paavo Nevalainen, Markus Viljanen, Tapio Pahikkala
(Refereed article in conference proceedings (A4))
Improving waveform quality in direct power control of DFIG using fuzzy controller (2015)
- Neural Computing and Applications
H. Z. Boroujeni, M. F. Othman, A.H. Shirdel, R. Rahmani, P. Movahedi, E. S. Toosi
(Refereed journal article or data article (A1))
Analytical development and optimization of a graphene-solution interface capacitance model (2014)
- Beilstein Journal of Nanotechnology
Hediyeh Karimi, Rasoul Rahmani, Reza Mashayekhi, Leyla Ranjbari, Amir H. Shirdel, Niloofar Haghighian, Parisa Movahedi, Moein Hadiyan, Razali Ismail
(Refereed journal article or data article (A1))