Upload
ron-swan
View
181
Download
4
Embed Size (px)
Citation preview
Curing Cancer with Alfresco and the
American Society for Clinical
Pathologists
Ron SwanCTO
Ray Wijangco
Alfresco Practice Manager
What is Pathology?
• pa·thol·o·gy
noun: the study of diseases and of the
changes that they cause
: changes in a person, an animal, or a plant
that are caused by disease
• 18,000 Practicing Pathologists in US
• Average age is 50 years and increasing
• Representing 70-80% of the world’s total
• Roughly 70-80% of disease diagnosis comes
from a laboratory
Problems facing Pathology
• Medical errors• Missed 1st opinions
• Misclassification of diagnoses
• Wait times for diagnosis are increasing in some cases
• Market Forces• Greater access to healthcare
• Decreasing number of laboratory healthcare providers
ASCP Alfresco Applications
Asset WarehouseAlfresco Share
Vault WebIndexing Interface
ASCPediaConsumer Search
Managed by Asset Administrator to start
workflows / upload assets
Experts index content by discipline, including workflow review by
peers and admin.
Consumer search interface to access
images
Our history with Alfresco
• 2008 - Initial development of Asset Library using
Alfresco Community
• 2012 - Rewrite of the Asset Library using
Alfresco Enterprise
• 2014 – Development of ASCPedia
Asset Warehouse
• Librarian / Admin Tool
• OOTB Alfresco Share
• Manage
Contributions
• Prepare / Organize
Unindexed Assets
• Apply / Admin
Metadata
• Start Indexing
Workflows
Vault Web
• Asset Indexing Tool• Bulk Indexing
• Annotations
• Pathology Terms / Tagging
• Workflow• Peer Review Process
• Final Admin Approval
• Based on Expertise
Challenges of working in a lab
• Workflow issues• Glass slides break or are lost
• Comparisons to previous
patient specimens are
challenging
• Hoarding of reference slides
• Remote Diagnosis• Slides often need to be
shipped to an expert
• Lack of real time collaboration
Opportunities in Pathology
• Pathology is becoming digital
• Full Slide Scans ~3gb an image
• Crowdsourcing & sharing have become mainstream
• Virtual Training
• Shared Viewing
• Image Annotations
• Machine Learning
• Image comparison
• Clinical Decision Support
Image Analysis
•Cross referencing images• Pathology to Radiology
• Time lapse
• To known abnormalities
"Clinical Decision Support systems link health observations with health knowledge to influence health choices by clinicians for improved health care” - Robert Hayward of the Centre for Health Evidence
Other possibilities
• Case management tool
• Provide medical knowledge and diagnosis to
countries in need.
• Collaborative Viewing
• Allow experienced Pathologists to virtually
train others
MS SQL Server
Alfresco Server
NAS
External Solr
Asset WarehouseVault WebASCPedia
Annotation Server(OpenSlide)
PathTerms
Amazon Web Services – S3
ASCPedia User
High Level Architecture
Vault Web Architecture
• Custom Java Spring MVC
• Activiti / Workflow Driven
• TSG OpenAnnotate for Asset Annotations
• Integration with PathTerms for Medical
Keywords
• Authentication with ASCP’s CRM
ASCPedia Architecture
• Single Page App / Backbone.js
• External Solr for Search / Metadata
• Published metadata from Alfresco Repository
• Access content via Alfresco WebScripts
• Integration with CRM