1. Mitchell Schnall MD, PhD
The Diagnostic Cockpit of the Future: Radiologist/Physician Perspective
Mitchell Schnall MD, PhD
Welcome
Diverse group – Pros and Cons
Caveat that, while I represent industry, I know most about is imaging
Todays workshop about converging on a few actionable items.

2. Diagnostics Enables Precision Medicine
Takes advantage of information about each patient to fit them into sub-populations for a more precise approach to disease management
Population
Sub population 1
Treatment 1
Sub population 2
Treatment 2
Sub population 3
Treatment 3
Sub population 4
Treatment 4

3. Current Status: Diagnostic Silos without clear integration tools
Other “omics”
Metabolomics
Microbi “ome”
Social Media “ome”
Anatomic
Imaging
Molecular
Imaging
Molecular
Diagnostics
Histology

4. Range of diagnostic considerations

5. Integrated Diagnostics
Clinical Data

6. Challenges to the diagnostic cockpit
Evolution from art of diagnostics to data science
Technical integration of data streams
Data Standards
Unstructured data (assessments and outcomes)
Population trends vs individual patient decision
Complexity of clinical diagnostics