Mehrad Mahmoudian

- Project Researcher,
Institute of Biomedicine (Faculty of Medicine)
- Doctoral Researcher,
Department of Computing (Faculty of Technology)

mehmah@utu.fi

Tykistökatu 6

Turku

: https://orcid.org/0000-0001-7650-1862

Statistical Data Analysis, Survival Analysis, Machine Learning

Cell type markers indicate distinct contributions of decidual stromal cells and natural killer cells in preeclampsia (2022)
- Reproduction
Rytkönen Kalle T, Adossa Nigatu, Mahmoudian Mehrad, Lönnberg Tapio, Poutanen Matti, Elo Laura L
Histone H3K4me3 breadth in hypoxia reveals endometrial core functions and stress adaptation linked to endometriosisA predictive model of overall survival in patients with metastatic castration-resistant prostate cancer (2022)
- iScienceF1000Research
Rytkönen Kalle T, Faux Thomas, Mahmoudian Mehrad, Heinosalo Taija, Nnamani Maurice C, Perheentupa Antti, Poutanen Matti, Elo Laura L, Wagner Günter P
Differential ATAC-seq and ChIP-seq peak detection using ROTS (2021)
- NAR Genomics and Bioinformatics: Nucleic Acids Research Genomics and Bioinformatics
Faux Thomas, Rytkönen Kalle T., Mahmoudian Mehrad, Paulin Niklas, Junttila Sini, Laiho Asta, Elo Laura L.
Stable Iterative Variable Selection (2021)
- BioinformaticsJournal of HypertensionEuropean Urology
Mahmoudian Mehrad, Venäläinen Mikko S, Klén Riku, Elo Laura L
Data-Independent Acquisition Mass Spectrometry in Metaproteomics of Gut Microbiota—Implementation and Computational Analysis (2020)
- Journal of Proteome ResearchLancet Oncology
Juhani Aakko, Sami Pietilä, Tomi Suomi, Mehrad Mahmoudian, Raine Toivonen, Petri Kouvonen, Anne Rokka, Arno Hänninen, Laura L. Elo
(2020)
Venäläinen Mikko S, Klén Riku, Mahmoudian Mehrad, Raitakari Olli T, Elo Laura L
Transcriptomic responses to hypoxia in endometrial and decidual stromal cells (2020)
- Reproduction
Rytkönen KT, Heinosalo T, Mahmoudian M, Ma X, Perheentupa A, Elo LL, Poutanen M, Wagner GP
A predictive model of overall survival in patients with metastatic castration-resistant prostate cancer (2019)
- F1000Research
Mehrad Mahmoudian, Fatemeh Seyednasrollah, Liisa Koivu, Outi Hirvonen, Sirkku Jyrkkiö, Laura L. Elo
(2019)
- Scandinavian Journal of Urology
Klen Riku, Salminen Antti P, Mahmoudian Mehrad, Syvänen KT, Elo Laura L, Boström Peter J
(2018)
- Nature Communications
Slim Fourati, Aarthi Talla, Mehrad Mahmoudian, Joshua G. Burkhart, Riku Klén, Ricardo Henao, Thomas Yu, Zafer Aydın, Ka Yee Yeung, Mehmet Eren Ahsen, Reem Almugbel, Samad Jahandideh, Xiao Liang, Torbjörn E.M. Nordling, Motoki Shiga, Ana Stanescu, Robert Vogel, The Respiratory Viral DREAM Challenge Consortium, Gaurav Pandey, Christopher Chiu, Micah T. McClain, Christopher W. Woods, Geoffrey S. Ginsburg, Laura L. Elo, Ephraim L. Tsalik, Lara M. Mangravite, Solveig K. Sieberts
(2017)
Mehrad Mahmoudian, Fatemeh Seyednasrollah, Liisa Koivu, Outi Hirvonen, Sirkku Jyrkkiö, Laura L. Elo
How Reliable are Trial-based Prognostic Models in Real-world Patients with Metastatic Castration-resistant Prostate Cancer? (2017)
- European Urology
Fatemeh Seyednasrollah, Mehrad Mahmoudian, Liisa Rautakorpi, Outi Hirvonen, Tarja Laitinen, Sirkku Jyrkkiö, Laura L. Elo
Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open clinical trial data (2017)
Guinney J, Wang T, Laajala TD, Winner KK, Bare JC, Neto EC, Khan SA, Peddinti G, Airola A, Pahikkala T, Mirtti T, Yu T, Bot BM, Shen L, Abdallah K, Norman T, Friend S, Stolovitzky G, Soule H, Sweeney CJ, Ryan CJ, Scher HI, Sartor O, Xie Y, Aittokallio T, Zhou FL, Costello JC, and the Prostate Cancer Challenge DREAM Community
Reply to Tuomas Mirtti and Tero Aittokallio's Letter to the Editor re: Fatemeh Seyednasrollah, Mehrad Mahmoudian, Liisa Rautakorpi, et al. How Reliable are Trial-based Prognostic Models in Real-world Patients with Metastatic Castration-resistant Prostate Cancer? Eur Urol. 2017;71:838-40. Clinical Utility of Trial-estimated Prognostic Models. (2017)
Seyednasrollah F, Mahmoudian M, Rautakorpi L, Hirvonen O, Laitinen T, Jyrkkiö S, Elo LL