Journal: Biomolecules

Special Issue Title: New Frontiers in Cancer Omics: Translational Informatics for Knowledge Discovery from Multi-Omics Data For Precision Diagnosis and Treatment of Cancers

Submission Deadline: 28 February 2023

Introduction: Multi-omics technologies are expediting the paradigm shifting from the traditional evidence-based medicine to precision medicine. The former is a mode based on the large population level averaging of genotype-phenotype interaction, while the late focused on deep phenotyping of personalized multi-omics data for precision diagnosis, prognosis and treatment.

Translational informatics is a multiple disciplinary field to mining the data collected at multi-omics levels, and integrate the chemical informatics, bioinformatics and medical informtics to promote the tranlational researches. We are facing many chanllanges for the translation of data-intensive scientific discovery to clinical and healthcare applications in cancer medicine, such as the standardization of the diverse data, the privacy-preserving for sharing of the data, the systems level integration and the explainable artificial intelligence modelling.

This Special Issue will focus on the informatics for integration and modelling of the diverse data at molecular, cellular and tissue/organ as well as patient levels to discover the patterns hidden in the data or to establish and apply the structured data for similarity identification in data driven diagnosis and treatment of cancers.

Keywords (3-5):

Translational Informatics; Ontology and Knowledge Graph; Data Sharing and Privacy-Preserving; Deep Phenotyping; Explainable Artificial Intelligence

Please find more information on: https://susy.mdpi.com/guest_editor/invitation/process/6002983/aoBnOF8V