Personalized and precision medicine informatics : a workflow-based view

Personalized and precision medicine informatics : a workflow-based view / Terrence Adam, Constantin Aliferis, editors.

This book adopts an integrated and workflow-based treatment of the field of personalized and precision medicine (PPM). Outlined within are established, proven and mature workflows as well as emerging and highly-promising opportunities for development. Each workflow is reviewed in terms of its operat...

Full description

Saved in:
Bibliographic Details
Other Authors: Adam, Terrence (Editor), Aliferis, Constantin F. (Editor)
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, [2020]
Series:Health informatics.
Subjects:
Medical informatics.
Biomedical engineering.
biomedical engineering.
Biomedical engineering
Medical informatics
Online Access:Click for online access
Table of Contents:
  • Birth of a discipline: personalized and precision medicine (PPM) informatics
  • Clinical risk assessment and prediction
  • Principles of guideline-driven PPM informatics
  • Genetic counseling at the intersection of clinical genetics and informatics
  • Fundamentals of drug metabolism and pharmacogenomics within a learning healthcare system workflow perspective
  • The growing medication problem: perspective from industry
  • Risk stratification and prognosis using predictive modelling and big data approaches
  • Informatics methods for molecular profiling
  • Constructing software for cancer research in support of molecular PPM
  • Platform-independent gene-expression based classification-system for molecular sub-typing of cancer
  • Tumor sequencing: enabling personalized targeted treatments with informatics
  • Largescale distributed PPM databases: harmonizing and standardizing PPM cohorts and clinical genomics data sharing consortia
  • Redefining disease using informatics
  • Pragmatic trials and new informatics methods to supplement or replace phase IV trials
  • Precision trials informatics
  • Informatics for a precision learning healthcare system
  • The genomic medical record and omic ancillary systems
  • Generalizable architectures and principles of informatics for scalable personalized and precision medicine (PPM) decision support
  • Building comprehensive enterprise-scale PPM clinical informatics capability and capacity
  • Personalized and precision medicine informatics education
  • The landscape of PPM informatics and the future of medicine.

Similar Items