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Journal Article
Bioinformatics, ISSN 1367-4803, 07/2018, Volume 34, Issue 13, pp. i79 - i88
Abstract Motivation Genome-wide transcriptome sequencing applied to single cells (scRNA-seq) is rapidly becoming an assay of choice across many fields of... 
HETEROGENEITY | PATTERNS | BIOTECHNOLOGY & APPLIED MICROBIOLOGY | BIOCHEMICAL RESEARCH METHODS | MATHEMATICAL & COMPUTATIONAL BIOLOGY | Ismb 2018–Intelligent Systems for Molecular Biology Proceedings
Journal Article
Neuroscience Letters, ISSN 0304-3940, 05/2018, Volume 676, pp. 27 - 33
Currently, classification of alcohol use disorder (AUD) is made on clinical grounds; however, robust evidence shows that chronic alcohol use leads to... 
Functional connectivity | fMRI | Alcohol dependence | Resting state | ICA | NETWORK | AUTISM | TERM ABSTINENT ALCOHOLICS | SYNCHRONY | NEUROSCIENCES | BRAIN | Neural circuitry | Drinking of alcoholic beverages | Magnetic resonance imaging | Alcoholism | Analysis | Functional Connectivity
Journal Article
NeuroImage, ISSN 1053-8119, 5/2018, Volume 172, pp. 674 - 688
DSM-5 Autism Spectrum Disorder (ASD) comprises a set of neurodevelopmental disorders characterized by deficits in social communication and interaction and... 
random forests | functional connectivity | MRI | supervised learning | autism
Journal Article
Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration, ISSN 2167-8421, 09/2014, Volume 15, Issue 5-6, pp. 444 - 452
Journal Article
Journal of Fluorescence, ISSN 1053-0509, 3/2018, Volume 28, Issue 2, pp. 695 - 706
The Quantitative Structure – Property Relationship (QSPR) approach was performed to study the fluorescence absorption wavelengths and emission wavelengths of... 
Biomedicine, general | Biochemistry, general | Biotechnology | Analytical Chemistry | QSPR | Fluorescence properties | Biomedicine | Quantum chemical calculation | Random forest | Biological and Medical Physics, Biophysics | Density functionals | Fluorescence | Chromophores | Analysis
Journal Article
STATISTICAL METHODS AND APPLICATIONS, ISSN 1618-2510, 03/2019, Volume 28, Issue 1, pp. 157 - 185
This paper deals with physiological functional variables selection for driver's stress level classification using random forests. Our analysis is performed on... 
TASKS | Wavelets | Functional data | Physiological signals | Grouped variable importance | SKIN-CONDUCTANCE | STATISTICS & PROBABILITY | HEART-RATE | Recursive feature elimination | Random forests
Journal Article