Mehrad Mahmoudian


Doctoral Candidate, Centre for Biotechnology (Turku Centre for Biotechnology)
Doctoral Candidate, Centre for Biotechnology (Turku Centre for Biotechnology)
Doctoral Student, Language and Speech Technology (Department of Future Technologies)

mehmah@utu.fi
+358 29 450 3794
Tykistökatu 6
Turku





Areas of expertise
Statistical Data Analysis, Survival Analysis, Machine Learning

Publications

A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection (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
(
A1 Journal article – refereed)

A predictive model of overall survival in patients with metastatic castration-resistant prostate cancer (2017)
F1000Research
Mehrad Mahmoudian, Fatemeh Seyednasrollah, Liisa Koivu, Outi Hirvonen, Sirkku Jyrkkiö, Laura L. Elo
(
A1 Journal article – refereed)

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
(
B1 Journal article)

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)
Lancet Oncology
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
(
A1 Journal article – refereed)


Last updated on 2019-21-07 at 02:18