Machine Learning and Systems Medicine, Postdoctoral Associate
Zurich, Switzerland
vor 7 Std.

Two Postdoctoral Associate positions are available immediately in the Department of Computational and Systems Biology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.

The projects involve developing graphical models and other machine learning methods for integrative analyses on time series and longitudinal disease data.

We investigate questions like : How microbiome and genetics influence the onset of chronic diseases? How lifestyle affects microbiome and response to immunotherapy in cancer?

Can we make early cancer detection by combining radiological with omics and clinical data? What cell-cell interactions lead to disease development or progression?

Some recent publications on the algorithms for causal modeling on mixed data and their applications can be found here : https : / / www. / Faculty / benos / ?page id 45

The research will be carried out in collaboration with clinical and basic science researchers at the University of Pittsburgh Medical Center (UPMC) and Carnegie Mellon University (CMU).

The ideal candidates will have a Ph.D. in computer science, engineering, statistics, computational biology or related field, and research experience in application of machine learning methods, signal processing, or Bayesian modeling in real-

life problems. The positions are available immediately and will be open until they are filled.

Zu Favoriten hinzufügen
Aus Favoriten entfernen
Meine Email
Wenn Sie auf "Fortfahren" klicken, stimmen Sie zu, dass neuvoo Ihre persönliche Daten, die Sie in diesem Formular angegeben haben, sammelt und verarbeitet, um ein Neuvoo-Konto zu erstellen und Sie gemäß unserer Datenschutzerklärung per Email zu benachrichtigen. Sie können Ihre Zustimmung jederzeit widerrufen, indem Sie diesen Schritten folgen.