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Elaheh Moradi
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Machine learning framework for early MRI-based Alzheimer's conversion prediction in MCI subjects
E Moradi, A Pepe, C Gaser, H Huttunen, J Tohka, ...
Neuroimage 104, 398-412, 2015
6592015
Standardized evaluation of algorithms for computer-aided diagnosis of dementia based on structural MRI: the CADDementia challenge
EE Bron, M Smits, WM Van Der Flier, H Vrenken, F Barkhof, P Scheltens, ...
NeuroImage 111, 562-579, 2015
3352015
Rey's Auditory Verbal Learning Test scores can be predicted from whole brain MRI in Alzheimer's disease
E Moradi, I Hallikainen, T Hänninen, J Tohka, ...
NeuroImage: Clinical 13, 415-427, 2017
1532017
Comparison of feature selection techniques in machine learning for anatomical brain MRI in dementia
J Tohka, E Moradi, H Huttunen, ...
Neuroinformatics 14, 279-296, 2016
882016
Predicting symptom severity in autism spectrum disorder based on cortical thickness measures in agglomerative data
E Moradi, B Khundrakpam, JD Lewis, AC Evans, J Tohka
Neuroimage 144, 128-141, 2017
772017
Crosstalk between ROR1 and BCR pathways defines novel treatment strategies in mantle cell lymphoma
H Karvonen, D Chiron, W Niininen, S Ek, M Jerkeman, E Moradi, M Nykter, ...
Blood advances 1 (24), 2257-2268, 2017
322017
Semi-supervised learning in MCI-to-ad conversion prediction—When is unlabeled data useful?
E Moradi, J Tohka, C Gaser
2014 International Workshop on Pattern Recognition in Neuroimaging, 1-4, 2014
112014
MRI based dementia classification using semi-supervised learning and domain adaptation
E Moradi, C Gaser, H Huttunen, J Tohka
MICCAI 2014 Workshop Proceedings, Challange on Computer-Aided Diagnosis of …, 2014
82014
Supervised pathway analysis of blood gene expression profiles in Alzheimer's disease
E Moradi, M Marttinen, T Häkkinen, M Hiltunen, M Nykter
Neurobiology of aging 84, 98-108, 2019
72019
Identification of long noncoding RNAs with aberrant expression in prostate cancer metastases
M Sattari, A Kohvakka, E Moradi, H Rauhala, H Urhonen, WB Isaacs, ...
Endocrine-Related Cancer 30 (8), 2023
2023
Machine learning prediction of future amyloid beta positivity in amyloid-negative individuals
E Moradi, M Prakash, A Hall, A Solomon, B Strange, J Tohka
bioRxiv, 2023.07. 17.547202, 2023
2023
Identification of novel long non-coding RNA based biomarkers in prostate cancer
M Sattari, A Kohvakka, H Urhonen, E Moradi, H Rauhala, M Nykter, ...
European Urology Supplements 18 (8), e3078, 2019
2019
Machine Learning Methods for Structural Brain MRIs : Applications for Alzheimer˘s Disease and Autism Spectrum Disorder
E Moradi
Tampere University of Technology, 2017
2017
Supplement to Comparison of feature selection techniques in machine learning for anatomical brain MRI in dementia
J Tohka, E Moradi, H Huttunen
2015
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Articles 1–14