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Transforming the Supply Chain into Strategic Asset<br />

Creates Growth Opportunities in Healthcare<br />

Integrated Solution for Inventory Management Leverages<br />

RFID Technology<br />

A Frost & Sullivan White Paper


Transforming the Supply Chain into Strategic Asset Creates Growth Opportunities in Healthcare<br />

frost.com<br />

Executive Summary......................................................................................................................................................... 3<br />

Shifting Healthcare Landscape Drives Value Chain Innovative Solutions............................................................. 4<br />

Macro Forces Driving Change............................................................................................................................................... 4<br />

Move Away from Volume to Value................................................................................................................................ 4<br />

Pressure for Cost Reduction and Efficiencies.................................................................................................................... 5<br />

Growing Need to Eliminate Waste and Errors................................................................................................................. 6<br />

Transforming the Supply Chain into a Strategic Asset............................................................................................. 6<br />

Streamlining Inventory and Workflow................................................................................................................................. 7<br />

State-of-the-art Inventory Management Solution – Radio Frequency Identification<br />

(RFID) vs. Barcodes......................................................................................................................................................... 7<br />

Rationale for Moving from Current Technology................................................................................................................ 7<br />

RFID in Healthcare.................................................................................................................................................................. 7<br />

Total Solution for the 21st Century............................................................................................................................ 8<br />

Integrated Analytics Platform Based on Cloud.................................................................................................................. 8<br />

Benefits and Differentiation.................................................................................................................................................. 8<br />

Case Studies.............................................................................................................................................................................. 9<br />

Conclusion.........................................................................................................................................................................11<br />

End Notes..........................................................................................................................................................................12<br />

CONTENTS


Transforming the Supply Chain into Strategic Asset Creates Growth Opportunities in Healthcare<br />

EXECUTIVE SUMMARY<br />

Hospitals in the US today are being pressured to implement new technologies, coding systems, and billing processes,<br />

and evaluate their clinical and operational processes to improve outcomes. In turn, reimbursements are shrinking.<br />

Profitability demands are real. Hospital executive teams have big challenges ahead.<br />

These shifts have forced hospitals and health systems to look outside themselves for new solutions. EHR implementation<br />

or replacement, acquisition of private practices, new business models exploration, commercialization of internal<br />

intellectual property, and benchmarking have been some of the most notable activities. All of these have required<br />

significant investments. Handling shrinking reimbursements demands new solutions. Frost & Sullivan analysts believe<br />

that reimbursement pressure will continue to spiral downward in an effort to reduce costs and drive efficiencies. The<br />

reality is that the present healthcare cost levels are unsustainable. Hospitals have to find ways to co-exist in this new<br />

era of change. Building efficiencies is a good space to start.<br />

At a global level, it appears that hospitals in other countries are struggling with similar underlying issues, including<br />

healthcare costs and aging population. According to internal Frost & Sullivan global RFID research, European Union,<br />

United States (US) and Asia Pacific (AP) hospital administrators indicated that government and policies were<br />

encouraging RFID.<br />

However, EU respondents hoped to adopt RFID faster—three years earlier, in fact—than their US counterparts. Both<br />

US and EU respondents agreed that RFID adoption would expedite inventory control. However, the US respondents<br />

believed that faster processing was more important than their EU counterparts. EU administrators were more<br />

attracted to RFID due to the higher levels of security it offered and expressed the speed in which technology<br />

innovations were introduced internally as strong drivers. At the time this research, US respondents expressed<br />

concern over investments due to the economic climate. Almost as important for US respondents was the realization<br />

that there were few skilled system integrators. They also saw that the lack of return on investment information (at<br />

that time) would be a deterrent to obtain acquisition approvals. EU respondents reflected on risk aversion attitude,<br />

privacy concerns, and lower-quality features. AP hospital administrators indicated that their focus on medical tourism<br />

would influence adoption of RFID solutions. However, the high cost of RFID implementation (for their budget) and<br />

the availability of inexpensive labor would hinder adoption. The global RFID research findings showed that EU and AP<br />

adoption was slightly higher than the US. Similar overall healthcare economic constraints and quality demands with<br />

different cultural perspectives and concerns had slightly similar results.<br />

The global RFID research also compared RFID penetration across industries. Transportation, retail and industrial<br />

verticals had the highest RFID adoption in the US. EU had the highest adoption in transportation and industrial.<br />

Industrial was slightly higher in AP than the other regions. AP had higher adoption on smaller-scale implementations,<br />

including livestock and airline applications. In 2010, RFID adoption only ranged from 9-12%<br />

across all three geographies. So, why is healthcare not leveraging the benefits of RFID technology like<br />

other industries?<br />

All rights reserved © 2016 Frost & Sullivan<br />

3


Transforming the Supply Chain into Strategic Asset Creates Growth Opportunities in Healthcare<br />

Figure 1) RFID Vertical and Application Market Analysis — Americas<br />

23%<br />

23%<br />

17%<br />

11% 5%<br />

21%<br />

Transportation<br />

Retail<br />

Industrial<br />

Education<br />

Healthcare & Pharmaceutical<br />

Others<br />

Source: Frost & Sullivan<br />

SHIFTING HEALTHCARE LANDSCAPE DRIVES VALUE CHAIN INNOVATIVE SOLUTIONS<br />

MACRO FORCES DRIVING CHANGE<br />

Growing concern over the cost of healthcare, which accounts for 17% of the US GDP, led to new legislation (Figure<br />

2) 1 to address the issue. In addition, the lack of healthcare quality standards, price transparency, aging of the baby<br />

boomer generation, and shortage of healthcare professionals in all specialties are challenging the healthcare industry<br />

to the core.<br />

MOVE AWAY FROM VOLUME TO VALUE<br />

Payment reform is an important step toward a value-driven culture. Payment for unnecessary procedures is<br />

out; payment for preventive medicine and outcomes is in. With payment reform come new billing processes and<br />

subsequently different reimbursement pressures. Due to the new reform, an anticipated 18% cut<br />

in reimbursements is expected to impact US hospitals. For hospitals, the transition period brings<br />

frustration, uncertainty, and perceived higher demands. A full-blown cultural, clinical and operational shift, including<br />

built-in efficiencies, will be needed to adapt to the value paradigm. But reduced reimbursements will continue to<br />

impact profitability.<br />

4 All rights reserved © 2016 Frost & Sullivan


Transforming the Supply Chain into Strategic Asset Creates Growth Opportunities in Healthcare<br />

PRESSURE FOR COST REDUCTION AND EFFICIENCIES<br />

It is commonplace to associate cost with quality in every product and service category available in the market<br />

today. However, this fact does not apply to healthcare in the US. According to multiple outside sources, including<br />

the Commonwealth fund, 2 the US spends more per person on healthcare than any other industrialized country. The<br />

higher expenditure is attributed to overuse of medical technology (more X-rays, MRI and CT scans are done in<br />

the US than other countries, and less affluent countries are less inclined to acquire medical equipment) and higher<br />

healthcare costs (any treatment just costs more in the US; this explains the demand for overseas medical tourism). In<br />

2013, 30.50% of US hospitals had negative operating margins. Even though the US healthcare costs<br />

are high, this doesn’t mean that Americans are healthier. Chronic disease is rampant. Without a doubt, there is high<br />

demand for healthcare. Medical equipment is needed. Doctors and nurses are needed. Driving efficiency and reducing<br />

operational costs to counter the effect of reduced reimbursements is the only way.<br />

Figure 2) Total Health Expenditures (% of GDP)<br />

17.5<br />

15.0<br />

12.5<br />

10.0<br />

7.5<br />

2006<br />

2007<br />

2008<br />

2009<br />

2010<br />

2011<br />

2012<br />

2013<br />

US<br />

FRANCE<br />

GERMANY<br />

WORLD<br />

UNITED KINGDOM<br />

Source: http://data.worldbank.org<br />

Source: http://data.worldbank.org/<br />

All rights reserved © 2016 Frost & Sullivan<br />

5


H O S P I T A L<br />

Transforming the Supply Chain into Strategic Asset Creates Growth Opportunities in Healthcare<br />

GROWING NEED TO ELIMINATE WASTE AND INCREASE PRODUCTIVITY<br />

The second highest cost for hospitals after labor is surgery and medical supplies. 3 The healthcare industry has<br />

experienced a shortage in providers and personnel for years. Labor costs cannot be trimmed because healthcare<br />

doesn’t need less staff. In fact, healthcare needs more staff. Empowering healthcare personnel to be more productive<br />

would be an improvement.<br />

The aging baby boomer population—which is the largest generation to retire in history 4 —will bring a massive<br />

wave of more than 37 million chronic care patients. 5 Without sufficient healthcare providers and staff<br />

to care for the existing population, the baby boomer population will undeniably stress the already stretched health<br />

system. To support this new influx of patients, there will need to be additional investment in labor to focus on patient<br />

care. Patient care would be the priority over non-clinical duties.<br />

Medical supply costs are the only other option to focus on. Medical supplies are typically associated with purchasing<br />

contracts. Discounts and volume pricing are frequently negotiated by hospital supply chain executives. Further<br />

discounting for medical supplies can only go so far. Discounting is just not a sustainable option. For the past couple of<br />

years, medical supply costs have increased. Medical supply acquisition costs are not under the hospital administrators’<br />

control, but inventory control and supply chain processes are. Inventory control would improve supply management,<br />

optimize ordering and reduce waste.<br />

TRANSFORMING THE SUPPLY CHAIN INTO A STRATEGIC ASSET<br />

Every year, $5 billion are lost in the implantable device market, according to a survey released by<br />

the Global Healthcare Exchange. 6 Needless to say, current supply controls and management systems at hospitals are<br />

suboptimal. Hospital staff is responsible for handling current supply systems that are not interconnected. The failure<br />

to share data from disparate systems results in waste when healthcare staff is used to manually track information.<br />

Ultimately, this results in duplicate orders and expired products.<br />

Figure 3) Healthcare Supply Chain<br />

HOSPITAL<br />

PATIENT<br />

FACTORY<br />

WAREHOUSE<br />

6 All rights reserved © 2016 Frost & Sullivan


Transforming the Supply Chain into Strategic Asset Creates Growth Opportunities in Healthcare<br />

According to a recent survey conducted by SERMO Intelligence, 7 the increase in supply costs is one of the top issues<br />

facing health systems today after payer reimbursements, financial issues, drug shortages and operational efficiency.<br />

Most of the respondents agreed that improving their supply inventory control systems would reduce costs. Few<br />

hospital executives felt confident that their current efforts were effective, and 85% of respondents were<br />

considering and evaluating supply management and waste reduction investments. Clearly,<br />

supply waste and errors are real and very costly.<br />

Other industries have spent decades improving and optimizing inventory control and supply chain to produce<br />

products, distribute products, reduce waste and increase profit margins. According to The Gartner Supply Chain top<br />

25 for 2015, Amazon, McDonald’s, Unilever, Intel and Inditex were the top five global supply chain leaders last year.<br />

All of them are either in the industrial or retail segments. Inditex, a Spanish clothing manufacturer and retail giant, is<br />

a newcomer to the list. Intel is a returning leader for 2015. None of the top 25 is in healthcare. Gartner<br />

also recognized Apple and Procter & Gamble (P&G) in the newly created Master category for their supply chain<br />

leadership for more than 10 years. With the exception of the Apple “CareKit” focused on the healthcare space, Apple<br />

falls under the industrial category, like P&G. 8<br />

How does this relate to healthcare? The healthcare industry can leverage decades of proven processes and technology<br />

to reduce supply waste and improve supply control. There hasn’t been a better time in the healthcare industry to<br />

learn from other industries.<br />

STREAMLINING INVENTORY AND WORKFLOW<br />

Manufacturing of products is driven largely by market conditions such as demand. In hospitals, the only demand<br />

that can be managed is elective surgeries and scheduled procedures. Ordering supplies for planned activities relies<br />

on available information. For unplanned surgeries and cath labs, hospitals have information about the supplies<br />

required for each procedure. Data in the form of historical supply usage is the critical underlying element needed for<br />

sophisticated inventory control and supply chain management. Technology platforms with usage data and analytics<br />

provide a powerful combination that will reduce waste and control costs.<br />

STATE-OF-THE-ART INVENTORY MANAGEMENT SOLUTION—RFID VS. BARCODES<br />

RATIONALE FOR MOVING FROM CURRENT TECHNOLOGY<br />

Today, barcode technology is widespread. 9 Driven by retail and manufacturing distribution activity, barcode technology<br />

increased accuracy and speed, improved inventory control and reduced cost. However, barcode scanners—considered<br />

a semi-automatic inventory management system—require a person to point the UPC in the right place and click each<br />

and every time. Barcode technology is prone to human error. Therefore, barcodes are not the ideal technology to<br />

track high-value devices and implantables. There is another technology that is ideal for this type of item.<br />

RFID IN HEALTHCARE<br />

RFID is another type of automatic identification. Its first implementation dates back to the 1970s. RFID is an automatic<br />

identification technique and has many applications. In simplest terms, RFID uses radio wave frequencies (low end of<br />

the electromagnetic spectrum) to read information from a microchip. The microchip has an antenna—the chip and<br />

antenna duo is often referred to as an RFID tag or transponder—which sends waves to an RFID reader. The RFID<br />

reader converts the radio waves information into digital form, and this information is then transmitted to a computer.<br />

All rights reserved © 2016 Frost & Sullivan<br />

7


Transforming the Supply Chain into Strategic Asset Creates Growth Opportunities in Healthcare<br />

There are several key differences between barcodes and RFID technology that make RFID technology ideal for<br />

certain healthcare applications.<br />

RFID technology does not require “line of sight.” RFIDs only need to be within the range of the RFID reader. This<br />

technology reduces labor costs and saves time by not requiring a hospital staff to hold up a medical supply item to<br />

a barcode reader.<br />

RFID technology can include more information than just the manufacturer name and the product itself that the<br />

barcode can offer. With RFID tags, hospital personnel can identify an expiration date or product recall for an item in<br />

a specific batch. The richness of data capture obtained through RFID technology is second to none. RFID, along with<br />

an analytical component, can remind hospital personnel to return soon-to-be-expired or recalled items. RFID reduces<br />

cycle counts and product search, and improves reallocation. In addition, RFID frees up supply costs, resulting in savings<br />

and keeping hospital staff from manual and inefficient work.<br />

RFID tags are less likely to be damaged than barcodes. Barcodes are preprinted on adhesive labels that can be ripped<br />

during shipping and handling, rendering them unreadable by a scanner and requiring manual entry. The only requirement<br />

for RFID technology to work effectively is for the tag to be within range of the reader. RFID increases precision.<br />

Barcodes can still be used for small and inexpensive supplies because RFID investment would not be justified. However,<br />

RFID technology is ideal for expensive, odd-shaped, and reusable items. 10<br />

The ideal supply chain solution leverages the best technology available for each component type and cost. Above all,<br />

the supply chain system has to meet and exceed the needs of an organization.<br />

TOTAL SOLUTION FOR THE 21ST CENTURY<br />

Out of all operating room supplies, cardiovascular implantables are the most expensive hospital supply. Special<br />

attention and care has to be placed on those high-ticket items. Misplacement, shrinkage and expiry are too costly.<br />

Supplies are subject to recall so being able to locate and dispose or return them is critical. Many doctors have their<br />

preferred supplies, so hospitals have to fill each of those requests. Making sure that those orders are available to each<br />

and every requesting doctor is a quagmire. From a billing perspective, each supply used has to be captured and billed<br />

to the right department, procedure and patient. The number of supplies required by a typical hospital is unmanageable.<br />

Keeping needed supplies under all of these conditions at the correct inventory level for every item every day requires<br />

sophisticated technology.<br />

INTEGRATED ANALYTICS PLATFORM BASED ON CLOUD<br />

Leveraging analytic capabilities in the hospital supplies’ infrastructure is imperative. Today’s analytics capabilities<br />

are impressive, proven and strategic. A cloud-based platform provides robust data capture, real-time information,<br />

flexibility at any access point, and advanced analytics. A scalable inventory management control system combined<br />

with a cloud-based analytics platform offers a competitive advantage that would pay itself over and over every day.<br />

BENEFITS AND DIFFERENTIATION<br />

The benefits and differentiation achieved by an automated inventory management control system allow it to pay for<br />

itself in savings, staff productivity and satisfaction. Such a system would bring an impressive return on investment.<br />

Hospital boards, CTOs and finance teams would agree. Hospital supply chain management would have saved the day<br />

and the decade.<br />

8 All rights reserved © 2016 Frost & Sullivan


Transforming the Supply Chain into Strategic Asset Creates Growth Opportunities in Healthcare<br />

Figure 4) Automated Inventory Management Control Benefits<br />

Reduced Labor Costs<br />

Increased Staff Productivity and Motivation<br />

Revenue Integrity<br />

Quick and Accurate Expense Reporting<br />

Physician Utilization Patterns by Product Type<br />

and Cost<br />

Real-Time Consumption Data<br />

On-Hand Inventory Value<br />

Prevention of Expiration and Recalled Items<br />

from Reaching Patients<br />

Proactive Recall and Expiry Management<br />

Inventory Visibility, Tracking and Control<br />

Patient Care Focus<br />

Instant Charge Capture (Accurate Billing for<br />

Reimbursement)<br />

Source: Frost & Sullivan<br />

CASE STUDIES<br />

Memorial Hospital<br />

Memorial Hospital in Chattanooga, Tenn., implemented a fully integrated RFID-based inventory management system<br />

across seven labs. The result was substantial expense reduction in both labor and supply costs. 11 According to<br />

Cath Lab Director Terri Siever, RN, RT, the hospital staff was constantly worried about not<br />

having needed supplies and spent an enormous amount of time checking supply shelves.<br />

Before an interventional procedure, a clinician pulls supplies from the Smart Cabinet without the need of access<br />

codes. The system tracks all of the necessary information, including the time and date the items are pulled. During a<br />

procedure, the clinician waves the RFID tags or scans the barcodes. Any unused supplies are returned to the smart<br />

cabinet. The inventory is updated automatically.<br />

On the clinical side, we knew there were things we could do a better job on. With this system, we<br />

were confident we could have an impact on performance from several perspectives: clinical, financial<br />

and operational. When we ran the numbers in potential savings and ways it could improve safety, our<br />

administration bought in pretty quickly<br />

— Terri Siever, RN, RT, Cath Lab Director<br />

All rights reserved © 2016 Frost & Sullivan<br />

9


Transforming the Supply Chain into Strategic Asset Creates Growth Opportunities in Healthcare<br />

FLORIDA HOSPITAL<br />

Florida Hospital needed to optimize its inventory by automating tracking, monitoring and ordering high-cost implants<br />

and physician preference items. Its RFID-based inventory management solution met and exceeded its needs. Data<br />

collected helps predict supply needs. By reviewing trends, purchases can be modified to meet demand, reduce<br />

overstock and decrease spending. The system generates the order automatically. At any time, staff can review usage<br />

and supply levels. Warning systems detect soon-to-expire items, which reduces waste and asset loss, and improves<br />

patient safety.<br />

The system can review trends to predict what will be needed in the future for bulk planning and forecasting of<br />

expenses, saving time.<br />

The financial results started the first day Florida Hospital turned the solution on about five years ago,<br />

when we realized we had thousands of dollars in expired devices in inventory<br />

— Margarita Rivera, Supply Chain and Contracting Manager<br />

Florida Hospital has been able to save up to $1.7 million per year with the tracking and prediction capabilities of its<br />

RFID-based inventory management solutions. Rivera believes that “(RFID technology) is essential to<br />

managing interventional labs. With our size and volume, managing our inventory levels<br />

helps save lots of money and time—and, in terms of managing products, negotiating<br />

contracts better, better use of staff time and planning for our future. Going back in time<br />

would be virtually impossible. We don’t have the money or time to waste.” 3<br />

GOOD SAMARITAN HOSPITAL<br />

Kevin Brown, cardiovascular service line director at the Good Samaritan Hospital in downtown Los Angeles, needed<br />

to have cost-per-case information at all times. Good Samaritan implemented an Inventory Management Solution and<br />

a cloud-based software platform to have real-time supply inventory and usage capture.<br />

With this solution, I’m able to drill down and compare each individual procedure type and each<br />

physician’s [utilization metrics]. From there, we can renegotiate supplier contracts, set up primary and<br />

secondary vendor relationships, and better control our supply costs<br />

— Kevin Brown, Cardiovascular Service Line Director, Good Samaritan Hospital<br />

The solutions’ analytics capabilities have made a significant difference to this 408-bed facility. In addition, it has cut<br />

down costs for patient care. Nurses can easily wave items by the scanner and know that each supply will be tracked<br />

accurately. If supplies are not used during a procedure, the system will add them back into inventory. The solution<br />

knows how many items come in a box. Nurses don’t have to be bogged down with supply chain terminology, such as<br />

unit of measure. The system can provide recommendations that are far more reliable than memory alone. 12<br />

10 All rights reserved © 2016 Frost & Sullivan


Transforming the Supply Chain into Strategic Asset Creates Growth Opportunities in Healthcare<br />

CONCLUSION<br />

Supply chain is a strategic asset and a competitive advantage for many industries. The healthcare industry should not<br />

be an exception. The number of implementations available in other countries and even in the US confirms this.<br />

Optimal inventory management cannot be achieved leveraging manual processes or outdated technologies that do<br />

not account for the complexities of hospital supplies and processes. Supply chain solutions that are able to provide<br />

savings, simplify tasks, improve medical staff productivity, eliminate redundant processes, and ultimately improve the<br />

patient experience will have a rightful place in healthcare for years to come.<br />

Frost & Sullivan analysts believe that sophisticated supply chain and inventory control management solutions with<br />

analytical capabilities will be in high demand in the healthcare industry. In fact, many industry analysts believe that 2016<br />

will produce healthcare supply chain best practices, enable experimentation, and offer sophisticated data analysis and<br />

stronger security. 13<br />

All rights reserved © 2016 Frost & Sullivan<br />

11


frost.com<br />

ENDNOTES<br />

1. Healthcare that Works for Americans,” www.whitehouse.gov/healthcare-overview<br />

2. Squires, David and Anderson, Chloe. “US Health Care from a Global Perspective: Spending, Use of Services,<br />

Prices and Health in 13 Countries. www.commonwealthfund.org/publications/issue-briefs/2015/oct/us-healthcare-from-a-global-perspective,<br />

October 8, 2015<br />

3. Mary Tierney, “Keeping a Careful Eye on Cath Lab Inventory Management,” http://www.cardiovascularbusiness.<br />

com/topics/practice-management/keeping-careful-eye-cath-lab-inventory-management, November 14, 2014<br />

4. “How Will Boomers Affect Social Security?” www.nasi.org/learn/socialsecurity/boomers, National Academy of<br />

Social Insurance (NASI)<br />

5. Trends in Health and Aging,” mention from American Hospital Association, “When I’m 64: How Boomers Will<br />

Change Healthcare,” www.aha.org/research/policy/2007.shtml, National Center for Health Statistics<br />

6. Global Healthcare Exchange (2014). GHX Research Respondents Recognize Supply Chain Deficiencies<br />

Keeping Hospital Operating Rooms in the “Stone Age.” Retrieved from www.ghx.com/newsroomevents/<br />

news-releases/2014/researchrecognizes-deficiencies-keeping-hospital-operating-rooms-in-the-stone-age/<br />

7. Sermo Survey, “Survey Shows Hospital Decision Makers Identify Supply Chain Effectiveness Among Top<br />

Priorities,” www.prnewswire.com/news-releases/survey-shows-hospital-decision-makers-identify-supply-chaineffectiveness-among-top-priorities-300192245.html,<br />

PR Newswire, December 14, 2015; 9 a.m.<br />

8. Stan Aronow, Michael Burkett, Kimberly Nilles and Jim Romano, “The Gartner Supply Chain Top 25 for 2015,”<br />

https://www.gartner.com/doc/3052620?refval=&pcp=mpe, May 13, 2015<br />

9. “History of Supply Chain Innovation,” www.opsrules.com/supply-chain-optimization-blog/bid/312022/Historyof-Supply-Chain-Innovation-Infographic,<br />

August 27, 2013<br />

10. Keith Evans, “What are the benefits of using Barcode Technology,” http://small business.chron.com/benefitsusing-barcode-technology-58387.html<br />

11. RFID Journal FAQs, www.rfidjournal.com/site/faqs#Anchor-What-59125<br />

12. Mary Tierney, “Cath Lab Inventory Management: Improving the Bottom Line,” www.cardiovascularbusiness.com/<br />

topics/practice-management/cath-lab-inventory-management-improving-bottom-line, March 11, 2015<br />

13. Dave Pearson, “Advanced Analytics Make Supply Chain Pros of Cath Lab Teams,” www.cardiovascularbusiness.<br />

com/sponsored/1206/topics/practice-management/advanced-analytics-make-supply-chain-pros-cath-labs-teams,<br />

September 22, 2015<br />

All rights reserved © 2016 Frost & Sullivan<br />

12


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