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 | 161 | 2017 |
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 | 40 | 2020 |
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 | 35 | 2019 |
Stable Iterative Variable Selection M Mahmoudian, MS Venäläinen, R Klén, LL Elo Bioinformatics, 2021 | 21 | 2021 |
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 | 21 | 2020 |
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 | 18 | 2017 |
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 | 16 | 2018 |
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 | 14 | 2020 |
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 | 12 | 2022 |
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 | 9 | 2020 |
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 | 4 | 2022 |
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 | 4 | 2017 |
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 | 4 | 2016 |
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 | 3 | 2021 |
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 |