17 ott - Rozzano
Aimlroles
We are looking for one highly motivated Bioinformatician/Data scientist with expertise in bioinformatics, machine and deep learning related areas to join our interdisciplinary group, as independent researcher.
Consulti la panoramica del ruolo qui sotto. Se è affidabile/a di possedere le giuste competenze ed esperienze, si candidi oggi stesso.
As part of our technological team, we expect the candidate to help us discover the hidden information underlying complex data (clinical information, DNA-seq, RNA-seq, single-cell and histopathological medical image data), developing innovative multi-modal integrative and deep learning-based models able to translate research findings into personalized healthcare strategies. The common purpose leading the research activities is the progression toward a data-driven precision medicine with a main focus on rare hematological diseases.
The AI Center of Humanitas is focused in research in the field of Artificial Intelligence applied in healthcare.
Research and development areas include predictive and decision-support systems based on data-driven model (ML/DL models) to optimize clinical processes and ultimately improve the quality of patient care. We are a team of multidisciplinary scientists who work day by day on e-health and AI projects, by collaborating with clinical staff (doctors, nurses, researchers) and management staff.
Responsibilities and Main Activities
- Processing and analysis of clinical, -omics and imaging data; harmonization of complex and highly fragmented data;
- Investigate, define and support the implementation of scalable computational models in order to extract relevant features for improving personalized medicine programs;
- Collaborate in research and development of innovative techniques for understanding disease-specific patterns from multi-modal and heterogeneous data;
- Explore, define and support the clinical validation of the statistical and AI/ML integrative models applied to real-world data;
- Contribute t
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