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., decision trees, logistic regression); - Explainability techniques such as SHAP, LIME, and rule-based decision trees to justify model predictions; - Sensitivity analysis across multiple comprehension
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potential of new technologies in shaping a new technological paradigm. The research will use quantitative methods of statistical and econometric analysis, combining the exploration of historical and
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in interdisciplinary projects and collaborating with multidisciplinary teams, integrating knowledge from computer science, biology, and ecology; - Strong skills in the analysis and processing of image
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of advanced methodologies, including: • Cell culture, including primary cultures from mouse brain tissue, iPSCs and their neuronal differentiation; • Viability assays and functional analysis
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new therapeutic approaches for a genetic neurodegenerative disease. The work plan will have a strong analytical and modeling component, involving: • Application of advanced statistical models
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predominantly employ thermal analysis techniques (differential scanning calorimetry, polarized light thermomicroscopy, thermogravimetry), infrared spectroscopy, and X-ray diffraction V - Initial grant duration
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isolation spectroscopy in cryogenic matrices, will be necessary for their physicochemical characterization using spectroscopic and solid-state analysis techniques, as well as for proposed applications as new
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). Enrichment analysis will be performed to identify metabolic pathways associated with differentially expressed miRNA target genes. These studies will be conducted in collaboration with ICVS (Braga, Portugal
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recruitment from both the general and clinical populations; • Administration of the CAARMS clinical interview to assess psychosis risk in both general and clinical populations; • Statistical analysis of data
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elements the candidate considers relevant. Motivation letter VIII.III - All application documents must be submitted in Portuguese and/or English. When the originals are in another language, a translation