DT
Dimosthenis Tsagkrasoulis
stat.MLNeuroimagingstat.APstat.ME3D printing3D virtual environmentsAgingBiomarkerBrain ageingChromatography, Liquid
On Valency
published · living versionsW_hxpqsq9m·v1 · currentpublished
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker
with James H Cole, Rudra PK Poudel, Matthan WA Caan, Claire Steves +2
1 version
Preprints & journals
10 papers in the corpus · 2009–2020Speeding up the drug discovery process: structural similarity searches using molecular surfaces.31440460 · Vlachakis, Dimitrios, Tsiliki, Georgia, Tsagkrasoulis, Dimosthenis et al.2020 · 5 citationsEMBnet.journal. 2012;18(1):6-9
Heritability maps of human face morphology through large-scale automated three-dimensional phenotyping.28422179 · Tsagkrasoulis, Dimosthenis, Hysi, Pirro, Spector, Tim et al.2018 · 80 citationsScientific reports. 2017;7:45885
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker.28765056 · Cole, James H, Poudel, Rudra P K, Tsagkrasoulis, Dimosthenis et al.2018 · 952 citationsNeuroImage. 2017;163:115-124
Random Forest regression for manifold-valued responses1701.08381v2 · Dimosthenis Tsagkrasoulis, Giovanni Montana2017 · 32 citationsarXiv
Heritability maps of human face morphology through large-scale automated three-dimensional phenotyping1608.08199v2 · Dimosthenis Tsagkrasoulis, Pirro Hysi, Tim Spector et al.2016 · 80 citationsarXiv
Predicting brain age with deep learning from raw imaging data results in a reliable and heritable biomarker1612.02572v1 · James H Cole, Rudra PK Poudel, Dimosthenis Tsagkrasoulis et al.2016 · 965 citationsarXivon Valency
Random forests on distance matrices for imaging genetics studies.24246292 · Sim, Aaron, Tsagkrasoulis, Dimosthenis, Montana, Giovanni2014 · 8 citationsStatistical applications in genetics and molecular biology. 2013;12(6):757-86
State-of-the-art technology in modern computer-aided drug design.23148324 · Dalkas, Georgios A, Vlachakis, Dimitrios, Tsagkrasoulis, Dimosthenis et al.2014 · 39 citationsBriefings in bioinformatics. 2013;14(6):745-52
Random Forests on Distance Matrices for Imaging Genetics Studies1309.6158v1 · Aaron Sim, Dimosthenis Tsagkrasoulis, Giovanni Montana2013 · 8 citationsarXiv
'Brukin2D': a 2D visualization and comparison tool for LC-MS data.19534737 · Tsagkrasoulis, Dimosthenis, Zerefos, Panagiotis, Loudos, George et al.2009 · 4 citationsBMC bioinformatics. 2009;10 Suppl 6:S12
Career total: 22 works. 10 are in this corpus.
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