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Mehrad Mahmoudian
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Prediction of overall survival for patients with metastatic castration-resistant prostate cancer: development of a prognostic model through a crowdsourced challenge with open …
J Guinney, T Wang, TD Laajala, KK Winner, JC Bare, EC Neto, SA Khan, ...
The Lancet Oncology 18 (1), 132-142, 2017
1612017
Multiple Myeloma DREAM Challenge reveals epigenetic regulator PHF19 as marker of aggressive disease
MJ Mason, C Schinke, CLP Eng, F Towfic, F Gruber, A Dervan, BS White, ...
Leukemia, 1-9, 2020
402020
Data-independent acquisition mass spectrometry in metaproteomics of gut microbiota-implementation and computational analysis
J Aakko, S Pietilä, T Suomi, M Mahmoudian, R Toivonen, P Kouvonen, ...
Journal of proteome research, 2019
352019
Stable Iterative Variable Selection
M Mahmoudian, MS Venäläinen, R Klén, LL Elo
Bioinformatics, 2021
212021
Community Assessment of the Predictability of Cancer Protein and Phosphoprotein Levels from Genomics and Transcriptomics
M Yang, F Petralia, Z Li, H Li, W Ma, X Song, S Kim, H Lee, H Yu, B Lee, ...
Cell Systems 11 (2), 186-195. e9, 2020
212020
Prediction of complication related death after radical cystectomy for bladder cancer with machine learning methodology
LLEPJB Riku Klén, Antti P. Salminen, Mehrad Mahmoudian, Kari T. Syvänen
Scandinavian Journal of Urology 2019, 1-7, 2019
18*2019
A DREAM Challenge to Build Prediction Models for Short-Term Discontinuation of Docetaxel in Metastatic Castration-Resistant Prostate Cancer
F Seyednasrollah, DC Koestler, T Wang, SR Piccolo, R Vega, R Greiner, ...
JCO Clinical Cancer Informatics 1, 1-15, 2017
182017
A crowdsourced analysis to identify ab initio molecular signatures predictive of susceptibility to viral infection
S Fourati, A Talla, M Mahmoudian, JG Burkhart, R Klén, R Henao, T Yu, ...
Nature Communications 9 (1), 4418, 2018
162018
Transcriptomic responses to hypoxia in endometrial and decidual stromal cells
KT Rytkönen, T Heinosalo, M Mahmoudian, X Ma, A Perheentupa, LL Elo, ...
Reproduction 1 (aop), 2020
142020
A Crowdsourcing Approach to Develop Machine Learning Models to Quantify Radiographic Joint Damage in Rheumatoid Arthritis
D Sun, TM Nguyen, RJ Allaway, J Wang, V Chung, VY Thomas, M Mason, ...
JAMA Network Open 5 (8), e2227423-e2227423, 2022
122022
Easy-to-use tool for evaluating the elevated acute kidney injury risk against reduced cardiovascular disease risk during intensive blood pressure control
MS Venäläinen, R Klén, M Mahmoudian, OT Raitakari, LL Elo
Journal of Hypertension 38 (3), 511-518, 2020
92020
Histone H3K4me3 breadth in hypoxia reveals endometrial core functions and stress adaptation linked to endometriosis
KT Rytkönen, T Faux, M Mahmoudian, T Heinosalo, MC Nnamani, ...
Iscience 25 (5), 104235, 2022
42022
How reliable are trial-based prognostic models in real-world patients with metastatic castration-resistant prostate cancer?
F Seyednasrollah, M Mahmoudian, L Rautakorpi, O Hirvonen, T Laitinen, ...
European urology 71 (5), 838-840, 2017
42017
A predictive model of overall survival in patients with metastatic castration-resistant prostate cancer
M Mahmoudian, F Seyednasrollah, L Koivu, O Hirvonen, S Jyrkkiö, LL Elo
F1000Research 5, 2016
42016
Differential ATAC-seq and ChIP-seq peak detection using ROTS
T Faux, KT Rytkönen, M Mahmoudian, N Paulin, S Junttila, A Laiho, ...
NAR Genomics and Bioinformatics 3 (3), lqab059, 2021
32021
Cell type markers indicate distinct contributions of decidual stromal cells and natural killer cells in preeclampsia
KT Rytkönen, N Adossa, M Mahmoudian, T Lönnberg, M Poutanen, ...
Reproduction 164 (5), V9-V13, 2022
2022
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 …
F Seyednasrollah, M Mahmoudian, L Rautakorpi, O Hirvonen, T Laitinen, ...
European urology 72 (3), e70-e71, 2017
2017
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