by George W. Wiley
Although training and implementation take patience and time, a Toronto hospitals speech recognition system speeds radiology reports to clinicians in minutes rather than days.
At Sunnybrook & Women's College Health Sciences Centre
(S&W), Toronto, radiologists are teaching a computerized
speech-recognition (SR) dictation system to understand what they
say. Each radiologist has the ability to develop a dictation
profile that teaches the machine to adjust to his or her speech
idiosyncrasies. The radiologist can also use predeveloped
electronic templates or individually designed macros to speed up
the dictation process.
According to the technical administrators overseeing the
installation of the TalkStation system from Agfa, the results in
the first year at S&W have been remarkable. In some cases,
reports that took days to reach clinicians are now available
electronically in 5 minutes.
Ian Fulford is S&W's picture archiving and communications
system (PACS) administrator. Andrew Volkening is the center's
network support analyst and its TalkStation administrator. Between
them, Fulford and Volkening constitute the team that has been
putting the system into use. Fulford oversees the big picture,
making sure that different computer systems integrate functions,
while Volkening spends most of his time teaching radiologists how
to use the SR system.
According to Fulford, S&W's decision to implement SR
followed years of waiting for the software and hardware to reach a
level of reliability and affordability that would make purchasing
such a system justifiable. As it turned out, that moment came along
just in time.
S&W had reached a dictation crisis. "We were facing a facing
a severe shortage of transcriptionists with the medical knowledge
to do the work," Fulford says. "Our reports were backed up for
weeks sometimes. There were tapes misplaced, and a lot of
re-reporting. A lot of the problem was troubleshooting: was the
problem a misplaced tape, or do we need to go back and re-report
the case? There were many problems like that, and those scenarios
were unacceptable in terms of level of care."
For radiologists, the backlogs in transcription meant that they
had to spend extra time consulting with clinicians, on the phone or
in person, so the problem went beyond typing. Since most of
S&W's staff transcriptionists doubled as secretaries, temporary
transcriptionists had to be hired through outside agencies to keep
the reports flowing (albeit slowly). The transcription was all
day-shift work; there was nothing resembling 24-hour transcription
coverage.
Fulford reports that when it is fully implemented, the system
will cost S&W about Can $400,000 (approximately $256,200).
Fulford estimates the savings created by using SR will pay for the
installation within 2 years. The advantages cannot all be weighed
in balance-sheet terms, Fulford notes. S&W radiologists now
spend less time in verbal consultation, and S&W has stopped
calling temporary transcriptionist agencies. No analysis of saved
time for radiologists has been conducted, but Fulford says that
none of the radiologists trained to use the SR system would turn
back to the old way of dictation. "The best turnaround time for a
rush report, before TalkStation, was 24 hours, and it was 48 hours
on regular reports. Now, when it's dictated and signed, the report
is finished," he says.
S&W is made up of four hospitals (on three Toronto campuses)
that merged in 1998. It is a teaching center fully affiliated with
the University of Toronto. In the year of the merger, S&W
installed an IMPAX® PACS from Agfa. The PACS is linked with
fiber-optic cable between the campuses, covering a distance of
about 12 km. S&W has 22 staff radiologists and 15 to 20
rotating radiology residents and fellows. The four hospitals
perform between 750 and 1,000 individual imaging studies per day,
Fulford reports.
S&W has about 90 IMPAX workstations, but only 48 of those
workstations are in the radiology departments on the three
campuses. The other workstations are clustered in high-volume
clinical areas like emergency, trauma, burn, and orthopedic
departments. Each radiologist has a workstation in his or her
individual office. These are used for reading, but they are also
used to train residents. In addition to the office workstations,
there are others for use in the radiology departments. Clinicians
can use some of these workstations.
When the TalkStation installation has been completed, S&W
will have 32 of its radiology workstations integrated for SR
transcription, according to Volkening. Those will include the
workstation in radiologists' offices and the workstations in the
radiology departments that are used for interpretation. There is no
need to put SR on the other workstations, since they are not used
for reporting.
At present, Volkening adds, there are 15 integrated workstations
for radiologists and residents to use to create reports, with 17
more to be installed.
Training
Volkening reports that their physicians are trained over a
period of 1 to 2 weeks. Each one has to customize the software to
react to his or her voice. In addition, those radiologists willing
to take the time to do so can create their own macros to add
phrases, word strings, or word blocks to the dictation at the touch
of a key or through a spoken command. Volkening says that
radiologists who are reluctant to build macros at first usually do
so when they see their colleagues working faster than they can. The
TalkStation system allows physicians to exchange and share macros
so that best practices can be spread throughout the enterprise.
"The system is very flexible," Volkening says. "You can create
brief paragraphs that describe the anomaly and then use the macro."
The technology also has the ability to create templates with blanks
that the radiologist reads into the report. "For example,
bone-density tests are a sequence of numerical results, but
referring clinicians want to see it nicely laid out in a report,"
Volkening says. The template is used to create the body of these
reports. Only the values need to be dictated.
The transcription system can only work by reacting to sound. If
it hears errant sounds, it will try to make words of them, so
radiologists have to be careful about background noise. One
radiologist had a habit of making scratching background sounds
during dictation. Volkening says, "The words the,' and,' and are'
were turning up often where they did not belong." The solution was
to get this radiologist a headset instead of the customary
microphone.
While radiologists are dictating, they have the option of seeing
a single line of type at the top of the screen or, with a slight
delay, seeing the whole report as it is produced. The reports can
be edited and corrected as they are created. All reports can be
spell-checked before the system will allow them to be finalized.
Volkening reports that many radiologists use both speech and typing
as they make a report. Even when they get used to SR, radiologists
will spend a little more time completing a report than they did
with the old human-transcribed dictation method, Volkening notes,
but he estimates that this amounts to only about 5% more time. The
time saved by eliminating many verbal consultations and by ending
the need to review and correct typed reports is far greater than
that, he says. "It takes a little longer to do the initial report,
but when you are finished, you can finalize your report instantly.
You do not have the clinicians phoning you, and you should never
have to go back to that report unless you make an addendum."
S&W's policies in introducing TalkStation have been to
proceed at a pace that is easy for each radiologist and not to
force anyone to use the system. The use rate is 100% for those who
have SR available, and none of those radiologists want to go back
to the old way. Volkening says, "Most radiologists find it to be
far more complete and accurate reporting because it is more
interactive. They are thinking of more things to add to the report
because they are reviewing the case as they are completing the
report."
The pride of the radiology departments, at this point, is their
reporting on musculoskeletal cases. "The radiologists send those
reports out every day, before they go home," Volkening says. "They
are 100% signed off and available to the clinicians through the
PACS, through the radiology information system (RIS), on the World
Wide Web, or through the hospital information system (HIS)."
Integration
Ian Fulford's work with Talk Technology has touched all areas of
the implementation. A major element of his role has been
collaborating with S&W's information technology department and
with system vendors to integrate the technology with other
databases. Integration with the RIS and the HIS has been essential,
but so has making the reports completed using SR available to
clinicians on the Internet. S&W is, in fact, one of the first
sites where TalkStation has been deployed as an integrated part of
the IMPAX PACS. On an ongoing basis, S&W is also a test site
for TalkStation upgrades. "We were one of the first sites to run
TalkStation on the desktop integrated with IMPAX," Fulford says.
"We were one of the only sites to go into production with IMPAX
running on the client (workstation) and TalkStation on the same
client's hardware. Our IMPAX stations have TalkStation in their
hardware."
The integration has been a cooperative effort between S&W's
in-house technicians and Agfa technicians, Fulford says. "We have a
strong in-house team. We also know that we can rely on our vendors.
We can call Agfa, talk to the staff intelligently, and work out a
resolution, if there is a problem."
The cooperation between S&W and Agfa since the selection of
TalkStation as the center's chosen SR system has broadened. S&W
now serves as a prerelease test site for TalkStation, Fulford says.
"We run tests in a controlled environment of software released only
to a couple of users. We test integration functionality for Agfa in
a clinical setting and give it feedback before it releases a
product. We do that not for any financial reason, but because it
enhances our knowledge of the product. It gives us a chance to
clear problems in prerelease. We have probably tested four
different versions of software, fixing small glitches. It will be
sent back, the codes will be fixed, and we'll test it again."
Products being developed do not make their way more quickly into
the S&W IMPAX network because of this testing. Only when a
general release of a new product has been made does S&W upgrade
TalkStation for its radiologists, Fulford reports.
Obstacles
Rarely does a technological installation take place in which no
unforeseen difficulties appear. For S&W's SR installation,
there have been two barriers. One obstacle was unique to S&W
and its legacy equipment; Fulford says that others would not
encounter the same problem if they installed TalkStation. It
involved old instructions to a mainframe computer that was no
longer used. The old software codes had been essentially forgotten,
Fulford reports, until they began interfering with billing by
radiologists. The old software would not authorize billing for any
report completed by a resident, who are not paid for
interpretations at S&W. Radiologists have to finalize reports
done by residents. When TalkStation was installed, if a resident
completed the electronic report, no bill would follow because the
resident would be identified as the finalizing radiologist by
mistake. This may not seem like a serious obstacle, but it took
Fulford, Volkening, and the information-technology staff 9 months
to find and correct the problem. During that time, any reports by
residents had to be transcribed manually and reviewed and signed by
radiologists. "The radiologists could use TalkStation, but the
residents could not," Fulford says.
The second barrier involved the way that TalkStation was being
used. Radiologists were exiting the SR system too quickly after
they had finished a report, and that was throwing IMPAX and
TalkStation out of synchronization. A TalkStation user can teach
the system new words or change macros at any time, Volkening
explains, but those changes are first entered on the workstation
computer and then sent to the main server for storage. If a user
made changes and then exited too soon, the changes would sometimes
fail to get to the main server. The next time that the same
radiologist logged in, the updated user profile would not be there.
TalkStation would not recognize the updated instructions. S&W's
solution was to create multiple backup copies so that a user could
recall and replace instructions that had inadvertently been deleted
or scrambled. "Anywhere you work, your profile will follow you,"
Volkening says. "The users would shut down before the profile
update went back to the server. Now, we back up data, every week of
the month, to different locations. You can always get this backup
version of your profile for the past 4 weeks. That was our biggest
operational problem."
More than transcription
When a radiologist sits down to report using SR while looking at
images on IMPAX, he or she begins by clicking on a dictation icon.
That automatically loads in all the patient information from the
PACS into TalkStation, Volkening reports. The radiologist then
completes and finalizes the dictation and electronically signs the
completed report. That signing is an important step (see story,
page 13). It constitutes an electronic signature, which has legal
implications. It also initiatesat least within the imaging domaina
partial electronic medical record in the form of electronically
stored images and the electronically stored radiologist's report.
Much more is accomplished, however. Interfaces with the RIS and the
HIS make the information accessible from those systems. The report
is actually lodged on the RIS, and from there, it is available on
the Internet to those with the proper clearance. When the
radiologist clicks off on a finished report, Volkening adds, he or
she is automatically moved to the next set of images or the next
patient, whichever is next on the work list.
When clinicians want to see a report, Fulford says, they can go
through the HIS and look up the patient from their patient rosters.
If the report is available, they know it immediately. Much more
often than in the era before SR, the flag used to signal that the
radiology report is available is showing.
George W. Wiley is a contributing writer for Decisions in Imaging Economics.