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Learn about Canada's initiatives in implementing lossy compression for medical images to enhance healthcare quality, reduce costs, and improve access to care.
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What is Canada doing about Lossy Compression? Peter R.G. Bak, Ph.D. Project Director, Diagnostic Imaging and Laboratory Architecture Canada Health Infoway 15 February, 2006
Disclosures • Peter R.G. Bak is a consultant working for Canada Health Infoway
Lossy Compression in Canada • Canadian Association of Radiologists (CAR) have endorsed the use of lossy compression “in principle” • CAR intends to fully endorse lossy compression as a standard of practice by end of 2006 • Confirm that lossy compression does not impact visual quality through clinical evaluation • Develop practice/ratio guidelines to assist radiologists/health authorities with implementation
Context: The Motivation for Compression • Canada has initiated the deployment of a pan-Canadian interoperable Electronic Health Record solution (EHRs) • Canada Health Infoway (Infoway) is an independent, not for profit corporation responsible for developing the architecture of the EHRs • A core component of a patient’s health record is the diagnostic imaging result: medical images, radiology reports and evidence documents • Canada is moving aggressively towards a fully filmless medical imaging environment – we want to print less than 2% of our exams
Context: The Motivation for Compression • Canada performs about 35,000,000 exams annually • This equates to about 3.5PB of storage annually • We have an aging population – expect an increase in exam volume and CT utilization • Canadian healthcare facilities are widely dispersed across a large geography • Over 540 facilities (<100 beds) in rural Canada • Network connectivity is limited – most rural areas have 1mbps connectivity • Canadian Radiologists and Specialists are centered in the larger metropolitan cities • The challenge is getting images from rural facilities to metropolitan centres in a timely manner
Context: The Motivation for Compression • Storage Costs • Storage costs are coming down but the storage volume is going up • We expect consumption increase will offset price decrease • Storage costs are significant (~$50M)… but not significant enough to drive change! • Storage “Total Cost of Ownership” is far more significant…enough to drive change! • Infoway is completing an economic assessment that indicates significant cost savings…yet to be completed and published! • Network Costs • Increasing bandwidth to rural areas is practical up to 5mbps (more or less) • Increasing bandwidth to rural areas at rates of 100mbps is not going to happen in the foreseeable future • Compression will have a positive impact on quality of care and cost
Challenging the Status Quo • Lossy compression does NOT degrade image quality and can be used safely in daily practice!
The Canadian Approach to Driving Change • Commissioned 2 independent reviews of the literature • To assess the degree of research conducted in the evaluation of lossy compression • To determine whether a consensus of opinion exists among those who have evaluated the effect of lossy compression on diagnostic image quality • Conclusion • Lossy compression is a clinically acceptable option for the compression of medical images • The extent of allowable lossy compression ratio is dependent on the modality of the image and the nature of the imaged pathology and anatomy
The Canadian Approach to Driving Change • Commissioned 2 independent legal reviews • To assess the legal risk of adopting lossy compression • Conclusion • If the professional body adopts lossy compression as a standard of practice, and • If institutions deem the use of lossy compression provides economic and practical operational benefits as well as contributes to better quality care, • Then: the exposure to legal risk is no greater than with current practice. • The key presumption, however, is that the use of lossy compression does not impact the visual quality of an image
The Canadian Approach to Driving Change • Commissioned 1 regulatory review • To assess regulatory constraints in Canada, USA, EU and Australia • Conclusion • No statements preventing or endorsing the use of irreversible compression • Commissioned an economic analysis • To assess the financial benefit to Canada in using lossy compression • Conclusion • Potential storage cost savings of C$100 million annually
The Canadian Approach to Driving Change • Commissioned clinical evaluation • To assess the impact of lossy compression on visual quality • To develop guidelines for use of lossy compression within Canada • In Progress…completion targeted for end 2006
The Canadian Approach to Driving Change • Evaluation Project Scope: • Evaluate the impact of JPEG and JPEG 2000 lossy compression at “safe” compression ratios • Large matrix images 25:1 • Small matrix images 10;1 • Evaluation Project Protocol: • Diagnostic accuracy with ROC analysis • Original Revealed First Choice Just Noticeable Difference • 27 different sessions, with 3 reviewers for each • 81 radiologists from all across Canada • Sample size for each session will be 60 to 80 images. • 5 modalities: CR/DR, CT, US, MR, NM • 7 radiological areas: Angio, Body, Breast, Chest, MSK, Neuro, Pediatrics)
The Canadian Approach to Driving Change • Solicited Regional Health Authority Administrations • To declare the use of lossy compression a matter of public policy and resource allocation • In Progress • Fraser Health Authority (largest HA in Canada) has made such a declaration • In discussion with Provincial Health Ministries
Conclusion • We expect CAR to formally endorse lossy compression as a standard of practice by year end • We expect most Provincial health ministries to declare the use of lossy compression as a matter of public policy and resource allocation by end of 2007 • We will declare DICOM JPEG, JPEG2000 and JPIP as pan-Canadian standards • Canada has a Standards Collaboration Process for declaring standards for the pan-Canadian EHR • We will implement a reference system to serve as: • An open source test harness • A standards compliance tool